diff --git a/CMakeLists.txt b/CMakeLists.txt
index 87047a5..9dbd6d9 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -5,6 +5,7 @@ option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
option(ENABLE_UBSAN "Enable the ub sanitizer" OFF)
option(ENABLE_TSAN "Enable the thread data race sanitizer" OFF)
option(PART_B "Build for part B version of the assignment" ON)
+option(SOURCE_RELATIVE "Use the cmake source directory as a base" ON)
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_C_STANDARD 11)
@@ -16,6 +17,10 @@ add_compile_definitions(USEVFORK POSIX_MT RANDOMSEEDTIME)
if (PART_B)
add_compile_definitions(PART_B)
endif ()
+if (SOURCE_RELATIVE)
+ add_compile_definitions(SOURCE_DIR=\"${CMAKE_SOURCE_DIR}\")
+ add_compile_definitions(BUILD_DIR=\"${CMAKE_BINARY_DIR}\")
+endif ()
message("${CMAKE_C_FLAGS}")
find_package(Threads)
diff --git a/PartA/crossover_100_mutation_100_elitism_0/.~lock.aggregated_runs.tsv# b/PartA/crossover_100_mutation_100_elitism_0/.~lock.aggregated_runs.tsv#
new file mode 100644
index 0000000..1d119ac
--- /dev/null
+++ b/PartA/crossover_100_mutation_100_elitism_0/.~lock.aggregated_runs.tsv#
@@ -0,0 +1 @@
+,brett,laforge,15.02.2024 20:22,file:///home/brett/.config/libreoffice/4;
\ No newline at end of file
diff --git a/PartA/crossover_100_mutation_100_elitism_0/.~lock.crossover_100_mutation_100_elitism_0.tsv# b/PartA/crossover_100_mutation_100_elitism_0/.~lock.crossover_100_mutation_100_elitism_0.tsv#
new file mode 100644
index 0000000..b306c28
--- /dev/null
+++ b/PartA/crossover_100_mutation_100_elitism_0/.~lock.crossover_100_mutation_100_elitism_0.tsv#
@@ -0,0 +1 @@
+,brett,laforge,15.02.2024 22:10,file:///home/brett/.config/libreoffice/4;
\ No newline at end of file
diff --git a/PartA/crossover_100_mutation_100_elitism_0/aggregated.tsv b/PartA/crossover_100_mutation_100_elitism_0/aggregated.tsv
index 2b61d00..e7938a1 100644
--- a/PartA/crossover_100_mutation_100_elitism_0/aggregated.tsv
+++ b/PartA/crossover_100_mutation_100_elitism_0/aggregated.tsv
@@ -1,5 +1,5 @@
-Generation limit Mean: 41
-Generation limit Mode: 50 (6)
+Runs Generation Count Mean: 41
+Runs Generation Count Mode: 50 occurred (6) time(s)
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0 0.00011 0 13.1397 3.6747 18 4 19 4 0 0.00011 0 13.1397 3.6747 18 4 19 4
1 0 0 0.00011 0 13.3235 4.1582 17 4 14 5 0 0.00011 0 13.2316 3.9166 17 3 19 4
diff --git a/PartA/crossover_100_mutation_100_elitism_0/crossover_100_mutation_100_elitism_0.tsv b/PartA/crossover_100_mutation_100_elitism_0/crossover_100_mutation_100_elitism_0.tsv
new file mode 100644
index 0000000..54560c1
--- /dev/null
+++ b/PartA/crossover_100_mutation_100_elitism_0/crossover_100_mutation_100_elitism_0.tsv
@@ -0,0 +1,476 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52)
+=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73)
+=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83)
+=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93)
+=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103)
+=AVERAGE(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =AVERAGE(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =AVERAGE(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =AVERAGE(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =AVERAGE(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =AVERAGE(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =AVERAGE(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =AVERAGE(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =AVERAGE(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =AVERAGE(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =AVERAGE(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =AVERAGE(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =AVERAGE(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =AVERAGE(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =AVERAGE(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =AVERAGE(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =AVERAGE(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =AVERAGE(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =AVERAGE(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =AVERAGE(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113) =STDEV.P(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =STDEV.P(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =STDEV.P(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =STDEV.P(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =STDEV.P(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =STDEV.P(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =STDEV.P(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =STDEV.P(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =STDEV.P(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =STDEV.P(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =STDEV.P(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =STDEV.P(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =STDEV.P(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =STDEV.P(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =STDEV.P(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =STDEV.P(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =STDEV.P(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =STDEV.P(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =STDEV.P(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =STDEV.P(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113)
+=AVERAGE(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =AVERAGE(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =AVERAGE(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =AVERAGE(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =AVERAGE(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =AVERAGE(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =AVERAGE(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =AVERAGE(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =AVERAGE(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =AVERAGE(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =AVERAGE(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =AVERAGE(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =AVERAGE(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =AVERAGE(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =AVERAGE(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =AVERAGE(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =AVERAGE(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =AVERAGE(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =AVERAGE(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =AVERAGE(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123) =STDEV.P(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =STDEV.P(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =STDEV.P(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =STDEV.P(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =STDEV.P(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =STDEV.P(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =STDEV.P(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =STDEV.P(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =STDEV.P(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =STDEV.P(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =STDEV.P(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =STDEV.P(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =STDEV.P(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =STDEV.P(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =STDEV.P(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =STDEV.P(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =STDEV.P(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =STDEV.P(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =STDEV.P(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =STDEV.P(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123)
+=AVERAGE(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =AVERAGE(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =AVERAGE(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =AVERAGE(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =AVERAGE(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =AVERAGE(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =AVERAGE(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =AVERAGE(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =AVERAGE(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =AVERAGE(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =AVERAGE(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =AVERAGE(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =AVERAGE(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =AVERAGE(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =AVERAGE(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =AVERAGE(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =AVERAGE(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =AVERAGE(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =AVERAGE(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =AVERAGE(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133) =STDEV.P(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =STDEV.P(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =STDEV.P(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =STDEV.P(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =STDEV.P(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =STDEV.P(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =STDEV.P(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =STDEV.P(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =STDEV.P(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =STDEV.P(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =STDEV.P(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =STDEV.P(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =STDEV.P(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =STDEV.P(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =STDEV.P(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =STDEV.P(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =STDEV.P(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =STDEV.P(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =STDEV.P(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =STDEV.P(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133)
+=AVERAGE(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =AVERAGE(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =AVERAGE(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =AVERAGE(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =AVERAGE(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =AVERAGE(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =AVERAGE(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =AVERAGE(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =AVERAGE(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =AVERAGE(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =AVERAGE(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =AVERAGE(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =AVERAGE(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =AVERAGE(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =AVERAGE(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =AVERAGE(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =AVERAGE(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =AVERAGE(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =AVERAGE(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =AVERAGE(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143) =STDEV.P(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =STDEV.P(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =STDEV.P(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =STDEV.P(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =STDEV.P(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =STDEV.P(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =STDEV.P(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =STDEV.P(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =STDEV.P(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =STDEV.P(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =STDEV.P(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =STDEV.P(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =STDEV.P(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =STDEV.P(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =STDEV.P(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =STDEV.P(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =STDEV.P(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =STDEV.P(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =STDEV.P(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =STDEV.P(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143)
+=AVERAGE(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =AVERAGE(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =AVERAGE(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =AVERAGE(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =AVERAGE(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =AVERAGE(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =AVERAGE(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =AVERAGE(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =AVERAGE(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =AVERAGE(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =AVERAGE(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =AVERAGE(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =AVERAGE(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =AVERAGE(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =AVERAGE(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =AVERAGE(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =AVERAGE(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =AVERAGE(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =AVERAGE(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =AVERAGE(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153) =STDEV.P(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =STDEV.P(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =STDEV.P(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =STDEV.P(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =STDEV.P(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =STDEV.P(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =STDEV.P(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =STDEV.P(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =STDEV.P(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =STDEV.P(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =STDEV.P(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =STDEV.P(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =STDEV.P(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =STDEV.P(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =STDEV.P(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =STDEV.P(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =STDEV.P(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =STDEV.P(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =STDEV.P(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =STDEV.P(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153)
+=AVERAGE(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =AVERAGE(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =AVERAGE(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =AVERAGE(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =AVERAGE(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =AVERAGE(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =AVERAGE(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =AVERAGE(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =AVERAGE(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =AVERAGE(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =AVERAGE(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =AVERAGE(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =AVERAGE(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =AVERAGE(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =AVERAGE(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =AVERAGE(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =AVERAGE(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =AVERAGE(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =AVERAGE(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =AVERAGE(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163) =STDEV.P(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =STDEV.P(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =STDEV.P(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =STDEV.P(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =STDEV.P(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =STDEV.P(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =STDEV.P(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =STDEV.P(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =STDEV.P(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =STDEV.P(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =STDEV.P(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =STDEV.P(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =STDEV.P(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =STDEV.P(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =STDEV.P(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =STDEV.P(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =STDEV.P(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =STDEV.P(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =STDEV.P(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =STDEV.P(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163)
+=AVERAGE(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =AVERAGE(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =AVERAGE(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =AVERAGE(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =AVERAGE(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =AVERAGE(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =AVERAGE(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =AVERAGE(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =AVERAGE(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =AVERAGE(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =AVERAGE(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =AVERAGE(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =AVERAGE(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =AVERAGE(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =AVERAGE(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =AVERAGE(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =AVERAGE(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =AVERAGE(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =AVERAGE(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =AVERAGE(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173) =STDEV.P(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =STDEV.P(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =STDEV.P(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =STDEV.P(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =STDEV.P(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =STDEV.P(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =STDEV.P(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =STDEV.P(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =STDEV.P(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =STDEV.P(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =STDEV.P(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =STDEV.P(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =STDEV.P(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =STDEV.P(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =STDEV.P(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =STDEV.P(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =STDEV.P(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =STDEV.P(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =STDEV.P(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =STDEV.P(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173)
+=AVERAGE(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =AVERAGE(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =AVERAGE(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =AVERAGE(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =AVERAGE(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =AVERAGE(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =AVERAGE(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =AVERAGE(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =AVERAGE(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =AVERAGE(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =AVERAGE(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =AVERAGE(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =AVERAGE(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =AVERAGE(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =AVERAGE(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =AVERAGE(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =AVERAGE(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =AVERAGE(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =AVERAGE(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =AVERAGE(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183) =STDEV.P(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =STDEV.P(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =STDEV.P(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =STDEV.P(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =STDEV.P(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =STDEV.P(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =STDEV.P(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =STDEV.P(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =STDEV.P(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =STDEV.P(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =STDEV.P(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =STDEV.P(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =STDEV.P(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =STDEV.P(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =STDEV.P(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =STDEV.P(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =STDEV.P(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =STDEV.P(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =STDEV.P(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =STDEV.P(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183)
+=AVERAGE(a184, a185, a186, a187, a188, a189, a190, a191, a192, a193) =AVERAGE(b184, b185, b186, b187, b188, b189, b190, b191, b192, b193) =AVERAGE(c184, c185, c186, c187, c188, c189, c190, c191, c192, c193) =AVERAGE(d184, d185, d186, d187, d188, d189, d190, d191, d192, d193) =AVERAGE(e184, e185, e186, e187, e188, e189, e190, e191, e192, e193) =AVERAGE(f184, f185, f186, f187, f188, f189, f190, f191, f192, f193) =AVERAGE(g184, g185, g186, g187, g188, g189, g190, g191, g192, g193) =AVERAGE(h184, h185, h186, h187, h188, h189, h190, h191, h192, h193) =AVERAGE(i184, i185, i186, i187, i188, i189, i190, i191, i192, i193) =AVERAGE(j184, j185, j186, j187, j188, j189, j190, j191, j192, j193) =AVERAGE(k184, k185, k186, k187, k188, k189, k190, k191, k192, k193) =AVERAGE(l184, l185, l186, l187, l188, l189, l190, l191, l192, l193) =AVERAGE(m184, m185, m186, m187, m188, m189, m190, m191, m192, m193) =AVERAGE(n184, n185, n186, n187, n188, n189, n190, n191, n192, n193) =AVERAGE(o184, o185, o186, o187, o188, o189, o190, o191, o192, o193) =AVERAGE(p184, p185, p186, p187, p188, p189, p190, p191, p192, p193) =AVERAGE(q184, q185, q186, q187, q188, q189, q190, q191, q192, q193) =AVERAGE(r184, r185, r186, r187, r188, r189, r190, r191, r192, r193) =AVERAGE(s184, s185, s186, s187, s188, s189, s190, s191, s192, s193) =AVERAGE(t184, t185, t186, t187, t188, t189, t190, t191, t192, t193) =STDEV.P(a184, a185, a186, a187, a188, a189, a190, a191, a192, a193) =STDEV.P(b184, b185, b186, b187, b188, b189, b190, b191, b192, b193) =STDEV.P(c184, c185, c186, c187, c188, c189, c190, c191, c192, c193) =STDEV.P(d184, d185, d186, d187, d188, d189, d190, d191, d192, d193) =STDEV.P(e184, e185, e186, e187, e188, e189, e190, e191, e192, e193) =STDEV.P(f184, f185, f186, f187, f188, f189, f190, f191, f192, f193) =STDEV.P(g184, g185, g186, g187, g188, g189, g190, g191, g192, g193) =STDEV.P(h184, h185, h186, h187, h188, h189, h190, h191, h192, h193) =STDEV.P(i184, i185, i186, i187, i188, i189, i190, i191, i192, i193) =STDEV.P(j184, j185, j186, j187, j188, j189, j190, j191, j192, j193) =STDEV.P(k184, k185, k186, k187, k188, k189, k190, k191, k192, k193) =STDEV.P(l184, l185, l186, l187, l188, l189, l190, l191, l192, l193) =STDEV.P(m184, m185, m186, m187, m188, m189, m190, m191, m192, m193) =STDEV.P(n184, n185, n186, n187, n188, n189, n190, n191, n192, n193) =STDEV.P(o184, o185, o186, o187, o188, o189, o190, o191, o192, o193) =STDEV.P(p184, p185, p186, p187, p188, p189, p190, p191, p192, p193) =STDEV.P(q184, q185, q186, q187, q188, q189, q190, q191, q192, q193) =STDEV.P(r184, r185, r186, r187, r188, r189, r190, r191, r192, r193) =STDEV.P(s184, s185, s186, s187, s188, s189, s190, s191, s192, s193) =STDEV.P(t184, t185, t186, t187, t188, t189, t190, t191, t192, t193)
+=AVERAGE(a194, a195, a196, a197, a198, a199, a200, a201, a202, a203) =AVERAGE(b194, b195, b196, b197, b198, b199, b200, b201, b202, b203) =AVERAGE(c194, c195, c196, c197, c198, c199, c200, c201, c202, c203) =AVERAGE(d194, d195, d196, d197, d198, d199, d200, d201, d202, d203) =AVERAGE(e194, e195, e196, e197, e198, e199, e200, e201, e202, e203) =AVERAGE(f194, f195, f196, f197, f198, f199, f200, f201, f202, f203) =AVERAGE(g194, g195, g196, g197, g198, g199, g200, g201, g202, g203) =AVERAGE(h194, h195, h196, h197, h198, h199, h200, h201, h202, h203) =AVERAGE(i194, i195, i196, i197, i198, i199, i200, i201, i202, i203) =AVERAGE(j194, j195, j196, j197, j198, j199, j200, j201, j202, j203) =AVERAGE(k194, k195, k196, k197, k198, k199, k200, k201, k202, k203) =AVERAGE(l194, l195, l196, l197, l198, l199, l200, l201, l202, l203) =AVERAGE(m194, m195, m196, m197, m198, m199, m200, m201, m202, m203) =AVERAGE(n194, n195, n196, n197, n198, n199, n200, n201, n202, n203) =AVERAGE(o194, o195, o196, o197, o198, o199, o200, o201, o202, o203) =AVERAGE(p194, p195, p196, p197, p198, p199, p200, p201, p202, p203) =AVERAGE(q194, q195, q196, q197, q198, q199, q200, q201, q202, q203) =AVERAGE(r194, r195, r196, r197, r198, r199, r200, r201, r202, r203) =AVERAGE(s194, s195, s196, s197, s198, s199, s200, s201, s202, s203) =AVERAGE(t194, t195, t196, t197, t198, t199, t200, t201, t202, t203) =STDEV.P(a194, a195, a196, a197, a198, a199, a200, a201, a202, a203) =STDEV.P(b194, b195, b196, b197, b198, b199, b200, b201, b202, b203) =STDEV.P(c194, c195, c196, c197, c198, c199, c200, c201, c202, c203) =STDEV.P(d194, d195, d196, d197, d198, d199, d200, d201, d202, d203) =STDEV.P(e194, e195, e196, e197, e198, e199, e200, e201, e202, e203) =STDEV.P(f194, f195, f196, f197, f198, f199, f200, f201, f202, f203) =STDEV.P(g194, g195, g196, g197, g198, g199, g200, g201, g202, g203) =STDEV.P(h194, h195, h196, h197, h198, h199, h200, h201, h202, h203) =STDEV.P(i194, i195, i196, i197, i198, i199, i200, i201, i202, i203) =STDEV.P(j194, j195, j196, j197, j198, j199, j200, j201, j202, j203) =STDEV.P(k194, k195, k196, k197, k198, k199, k200, k201, k202, k203) =STDEV.P(l194, l195, l196, l197, l198, l199, l200, l201, l202, l203) =STDEV.P(m194, m195, m196, m197, m198, m199, m200, m201, m202, m203) =STDEV.P(n194, n195, n196, n197, n198, n199, n200, n201, n202, n203) =STDEV.P(o194, o195, o196, o197, o198, o199, o200, o201, o202, o203) =STDEV.P(p194, p195, p196, p197, p198, p199, p200, p201, p202, p203) =STDEV.P(q194, q195, q196, q197, q198, q199, q200, q201, q202, q203) =STDEV.P(r194, r195, r196, r197, r198, r199, r200, r201, r202, r203) =STDEV.P(s194, s195, s196, s197, s198, s199, s200, s201, s202, s203) =STDEV.P(t194, t195, t196, t197, t198, t199, t200, t201, t202, t203)
+=AVERAGE(a204, a205, a206, a207, a208, a209, a210, a211, a212, a213) =AVERAGE(b204, b205, b206, b207, b208, b209, b210, b211, b212, b213) =AVERAGE(c204, c205, c206, c207, c208, c209, c210, c211, c212, c213) =AVERAGE(d204, d205, d206, d207, d208, d209, d210, d211, d212, d213) =AVERAGE(e204, e205, e206, e207, e208, e209, e210, e211, e212, e213) =AVERAGE(f204, f205, f206, f207, f208, f209, f210, f211, f212, f213) =AVERAGE(g204, g205, g206, g207, g208, g209, g210, g211, g212, g213) =AVERAGE(h204, h205, h206, h207, h208, h209, h210, h211, h212, h213) =AVERAGE(i204, i205, i206, i207, i208, i209, i210, i211, i212, i213) =AVERAGE(j204, j205, j206, j207, j208, j209, j210, j211, j212, j213) =AVERAGE(k204, k205, k206, k207, k208, k209, k210, k211, k212, k213) =AVERAGE(l204, l205, l206, l207, l208, l209, l210, l211, l212, l213) =AVERAGE(m204, m205, m206, m207, m208, m209, m210, m211, m212, m213) =AVERAGE(n204, n205, n206, n207, n208, n209, n210, n211, n212, n213) =AVERAGE(o204, o205, o206, o207, o208, o209, o210, o211, o212, o213) =AVERAGE(p204, p205, p206, p207, p208, p209, p210, p211, p212, p213) =AVERAGE(q204, q205, q206, q207, q208, q209, q210, q211, q212, q213) =AVERAGE(r204, r205, r206, r207, r208, r209, r210, r211, r212, r213) =AVERAGE(s204, s205, s206, s207, s208, s209, s210, s211, s212, s213) =AVERAGE(t204, t205, t206, t207, t208, t209, t210, t211, t212, t213) =STDEV.P(a204, a205, a206, a207, a208, a209, a210, a211, a212, a213) =STDEV.P(b204, b205, b206, b207, b208, b209, b210, b211, b212, b213) =STDEV.P(c204, c205, c206, c207, c208, c209, c210, c211, c212, c213) =STDEV.P(d204, d205, d206, d207, d208, d209, d210, d211, d212, d213) =STDEV.P(e204, e205, e206, e207, e208, e209, e210, e211, e212, e213) =STDEV.P(f204, f205, f206, f207, f208, f209, f210, f211, f212, f213) =STDEV.P(g204, g205, g206, g207, g208, g209, g210, g211, g212, g213) =STDEV.P(h204, h205, h206, h207, h208, h209, h210, h211, h212, h213) =STDEV.P(i204, i205, i206, i207, i208, i209, i210, i211, i212, i213) =STDEV.P(j204, j205, j206, j207, j208, j209, j210, j211, j212, j213) =STDEV.P(k204, k205, k206, k207, k208, k209, k210, k211, k212, k213) =STDEV.P(l204, l205, l206, l207, l208, l209, l210, l211, l212, l213) =STDEV.P(m204, m205, m206, m207, m208, m209, m210, m211, m212, m213) =STDEV.P(n204, n205, n206, n207, n208, n209, n210, n211, n212, n213) =STDEV.P(o204, o205, o206, o207, o208, o209, o210, o211, o212, o213) =STDEV.P(p204, p205, p206, p207, p208, p209, p210, p211, p212, p213) =STDEV.P(q204, q205, q206, q207, q208, q209, q210, q211, q212, q213) =STDEV.P(r204, r205, r206, r207, r208, r209, r210, r211, r212, r213) =STDEV.P(s204, s205, s206, s207, s208, s209, s210, s211, s212, s213) =STDEV.P(t204, t205, t206, t207, t208, t209, t210, t211, t212, t213)
+=AVERAGE(a214, a215, a216, a217, a218, a219, a220, a221, a222, a223) =AVERAGE(b214, b215, b216, b217, b218, b219, b220, b221, b222, b223) =AVERAGE(c214, c215, c216, c217, c218, c219, c220, c221, c222, c223) =AVERAGE(d214, d215, d216, d217, d218, d219, d220, d221, d222, d223) =AVERAGE(e214, e215, e216, e217, e218, e219, e220, e221, e222, e223) =AVERAGE(f214, f215, f216, f217, f218, f219, f220, f221, f222, f223) =AVERAGE(g214, g215, g216, g217, g218, g219, g220, g221, g222, g223) =AVERAGE(h214, h215, h216, h217, h218, h219, h220, h221, h222, h223) =AVERAGE(i214, i215, i216, i217, i218, i219, i220, i221, i222, i223) =AVERAGE(j214, j215, j216, j217, j218, j219, j220, j221, j222, j223) =AVERAGE(k214, k215, k216, k217, k218, k219, k220, k221, k222, k223) =AVERAGE(l214, l215, l216, l217, l218, l219, l220, l221, l222, l223) =AVERAGE(m214, m215, m216, m217, m218, m219, m220, m221, m222, m223) =AVERAGE(n214, n215, n216, n217, n218, n219, n220, n221, n222, n223) =AVERAGE(o214, o215, o216, o217, o218, o219, o220, o221, o222, o223) =AVERAGE(p214, p215, p216, p217, p218, p219, p220, p221, p222, p223) =AVERAGE(q214, q215, q216, q217, q218, q219, q220, q221, q222, q223) =AVERAGE(r214, r215, r216, r217, r218, r219, r220, r221, r222, r223) =AVERAGE(s214, s215, s216, s217, s218, s219, s220, s221, s222, s223) =AVERAGE(t214, t215, t216, t217, t218, t219, t220, t221, t222, t223) =STDEV.P(a214, a215, a216, a217, a218, a219, a220, a221, a222, a223) =STDEV.P(b214, b215, b216, b217, b218, b219, b220, b221, b222, b223) =STDEV.P(c214, c215, c216, c217, c218, c219, c220, c221, c222, c223) =STDEV.P(d214, d215, d216, d217, d218, d219, d220, d221, d222, d223) =STDEV.P(e214, e215, e216, e217, e218, e219, e220, e221, e222, e223) =STDEV.P(f214, f215, f216, f217, f218, f219, f220, f221, f222, f223) =STDEV.P(g214, g215, g216, g217, g218, g219, g220, g221, g222, g223) =STDEV.P(h214, h215, h216, h217, h218, h219, h220, h221, h222, h223) =STDEV.P(i214, i215, i216, i217, i218, i219, i220, i221, i222, i223) =STDEV.P(j214, j215, j216, j217, j218, j219, j220, j221, j222, j223) =STDEV.P(k214, k215, k216, k217, k218, k219, k220, k221, k222, k223) =STDEV.P(l214, l215, l216, l217, l218, l219, l220, l221, l222, l223) =STDEV.P(m214, m215, m216, m217, m218, m219, m220, m221, m222, m223) =STDEV.P(n214, n215, n216, n217, n218, n219, n220, n221, n222, n223) =STDEV.P(o214, o215, o216, o217, o218, o219, o220, o221, o222, o223) =STDEV.P(p214, p215, p216, p217, p218, p219, p220, p221, p222, p223) =STDEV.P(q214, q215, q216, q217, q218, q219, q220, q221, q222, q223) =STDEV.P(r214, r215, r216, r217, r218, r219, r220, r221, r222, r223) =STDEV.P(s214, s215, s216, s217, s218, s219, s220, s221, s222, s223) =STDEV.P(t214, t215, t216, t217, t218, t219, t220, t221, t222, t223)
+=AVERAGE(a224, a225, a226, a227, a228, a229, a230, a231, a232, a233) =AVERAGE(b224, b225, b226, b227, b228, b229, b230, b231, b232, b233) =AVERAGE(c224, c225, c226, c227, c228, c229, c230, c231, c232, c233) =AVERAGE(d224, d225, d226, d227, d228, d229, d230, d231, d232, d233) =AVERAGE(e224, e225, e226, e227, e228, e229, e230, e231, e232, e233) =AVERAGE(f224, f225, f226, f227, f228, f229, f230, f231, f232, f233) =AVERAGE(g224, g225, g226, g227, g228, g229, g230, g231, g232, g233) =AVERAGE(h224, h225, h226, h227, h228, h229, h230, h231, h232, h233) =AVERAGE(i224, i225, i226, i227, i228, i229, i230, i231, i232, i233) =AVERAGE(j224, j225, j226, j227, j228, j229, j230, j231, j232, j233) =AVERAGE(k224, k225, k226, k227, k228, k229, k230, k231, k232, k233) =AVERAGE(l224, l225, l226, l227, l228, l229, l230, l231, l232, l233) =AVERAGE(m224, m225, m226, m227, m228, m229, m230, m231, m232, m233) =AVERAGE(n224, n225, n226, n227, n228, n229, n230, n231, n232, n233) =AVERAGE(o224, o225, o226, o227, o228, o229, o230, o231, o232, o233) =AVERAGE(p224, p225, p226, p227, p228, p229, p230, p231, p232, p233) =AVERAGE(q224, q225, q226, q227, q228, q229, q230, q231, q232, q233) =AVERAGE(r224, r225, r226, r227, r228, r229, r230, r231, r232, r233) =AVERAGE(s224, s225, s226, s227, s228, s229, s230, s231, s232, s233) =AVERAGE(t224, t225, t226, t227, t228, t229, t230, t231, t232, t233) =STDEV.P(a224, a225, a226, a227, a228, a229, a230, a231, a232, a233) =STDEV.P(b224, b225, b226, b227, b228, b229, b230, b231, b232, b233) =STDEV.P(c224, c225, c226, c227, c228, c229, c230, c231, c232, c233) =STDEV.P(d224, d225, d226, d227, d228, d229, d230, d231, d232, d233) =STDEV.P(e224, e225, e226, e227, e228, e229, e230, e231, e232, e233) =STDEV.P(f224, f225, f226, f227, f228, f229, f230, f231, f232, f233) =STDEV.P(g224, g225, g226, g227, g228, g229, g230, g231, g232, g233) =STDEV.P(h224, h225, h226, h227, h228, h229, h230, h231, h232, h233) =STDEV.P(i224, i225, i226, i227, i228, i229, i230, i231, i232, i233) =STDEV.P(j224, j225, j226, j227, j228, j229, j230, j231, j232, j233) =STDEV.P(k224, k225, k226, k227, k228, k229, k230, k231, k232, k233) =STDEV.P(l224, l225, l226, l227, l228, l229, l230, l231, l232, l233) =STDEV.P(m224, m225, m226, m227, m228, m229, m230, m231, m232, m233) =STDEV.P(n224, n225, n226, n227, n228, n229, n230, n231, n232, n233) =STDEV.P(o224, o225, o226, o227, o228, o229, o230, o231, o232, o233) =STDEV.P(p224, p225, p226, p227, p228, p229, p230, p231, p232, p233) =STDEV.P(q224, q225, q226, q227, q228, q229, q230, q231, q232, q233) =STDEV.P(r224, r225, r226, r227, r228, r229, r230, r231, r232, r233) =STDEV.P(s224, s225, s226, s227, s228, s229, s230, s231, s232, s233) =STDEV.P(t224, t225, t226, t227, t228, t229, t230, t231, t232, t233)
+=AVERAGE(a234, a235, a236, a237, a238, a239, a240, a241, a242, a243) =AVERAGE(b234, b235, b236, b237, b238, b239, b240, b241, b242, b243) =AVERAGE(c234, c235, c236, c237, c238, c239, c240, c241, c242, c243) =AVERAGE(d234, d235, d236, d237, d238, d239, d240, d241, d242, d243) =AVERAGE(e234, e235, e236, e237, e238, e239, e240, e241, e242, e243) =AVERAGE(f234, f235, f236, f237, f238, f239, f240, f241, f242, f243) =AVERAGE(g234, g235, g236, g237, g238, g239, g240, g241, g242, g243) =AVERAGE(h234, h235, h236, h237, h238, h239, h240, h241, h242, h243) =AVERAGE(i234, i235, i236, i237, i238, i239, i240, i241, i242, i243) =AVERAGE(j234, j235, j236, j237, j238, j239, j240, j241, j242, j243) =AVERAGE(k234, k235, k236, k237, k238, k239, k240, k241, k242, k243) =AVERAGE(l234, l235, l236, l237, l238, l239, l240, l241, l242, l243) =AVERAGE(m234, m235, m236, m237, m238, m239, m240, m241, m242, m243) =AVERAGE(n234, n235, n236, n237, n238, n239, n240, n241, n242, n243) =AVERAGE(o234, o235, o236, o237, o238, o239, o240, o241, o242, o243) =AVERAGE(p234, p235, p236, p237, p238, p239, p240, p241, p242, p243) =AVERAGE(q234, q235, q236, q237, q238, q239, q240, q241, q242, q243) =AVERAGE(r234, r235, r236, r237, r238, r239, r240, r241, r242, r243) =AVERAGE(s234, s235, s236, s237, s238, s239, s240, s241, s242, s243) =AVERAGE(t234, t235, t236, t237, t238, t239, t240, t241, t242, t243) =STDEV.P(a234, a235, a236, a237, a238, a239, a240, a241, a242, a243) =STDEV.P(b234, b235, b236, b237, b238, b239, b240, b241, b242, b243) =STDEV.P(c234, c235, c236, c237, c238, c239, c240, c241, c242, c243) =STDEV.P(d234, d235, d236, d237, d238, d239, d240, d241, d242, d243) =STDEV.P(e234, e235, e236, e237, e238, e239, e240, e241, e242, e243) =STDEV.P(f234, f235, f236, f237, f238, f239, f240, f241, f242, f243) =STDEV.P(g234, g235, g236, g237, g238, g239, g240, g241, g242, g243) =STDEV.P(h234, h235, h236, h237, h238, h239, h240, h241, h242, h243) =STDEV.P(i234, i235, i236, i237, i238, i239, i240, i241, i242, i243) =STDEV.P(j234, j235, j236, j237, j238, j239, j240, j241, j242, j243) =STDEV.P(k234, k235, k236, k237, k238, k239, k240, k241, k242, k243) =STDEV.P(l234, l235, l236, l237, l238, l239, l240, l241, l242, l243) =STDEV.P(m234, m235, m236, m237, m238, m239, m240, m241, m242, m243) =STDEV.P(n234, n235, n236, n237, n238, n239, n240, n241, n242, n243) =STDEV.P(o234, o235, o236, o237, o238, o239, o240, o241, o242, o243) =STDEV.P(p234, p235, p236, p237, p238, p239, p240, p241, p242, p243) =STDEV.P(q234, q235, q236, q237, q238, q239, q240, q241, q242, q243) =STDEV.P(r234, r235, r236, r237, r238, r239, r240, r241, r242, r243) =STDEV.P(s234, s235, s236, s237, s238, s239, s240, s241, s242, s243) =STDEV.P(t234, t235, t236, t237, t238, t239, t240, t241, t242, t243)
+=AVERAGE(a244, a245, a246, a247, a248, a249, a250, a251, a252, a253) =AVERAGE(b244, b245, b246, b247, b248, b249, b250, b251, b252, b253) =AVERAGE(c244, c245, c246, c247, c248, c249, c250, c251, c252, c253) =AVERAGE(d244, d245, d246, d247, d248, d249, d250, d251, d252, d253) =AVERAGE(e244, e245, e246, e247, e248, e249, e250, e251, e252, e253) =AVERAGE(f244, f245, f246, f247, f248, f249, f250, f251, f252, f253) =AVERAGE(g244, g245, g246, g247, g248, g249, g250, g251, g252, g253) =AVERAGE(h244, h245, h246, h247, h248, h249, h250, h251, h252, h253) =AVERAGE(i244, i245, i246, i247, i248, i249, i250, i251, i252, i253) =AVERAGE(j244, j245, j246, j247, j248, j249, j250, j251, j252, j253) =AVERAGE(k244, k245, k246, k247, k248, k249, k250, k251, k252, k253) =AVERAGE(l244, l245, l246, l247, l248, l249, l250, l251, l252, l253) =AVERAGE(m244, m245, m246, m247, m248, m249, m250, m251, m252, m253) =AVERAGE(n244, n245, n246, n247, n248, n249, n250, n251, n252, n253) =AVERAGE(o244, o245, o246, o247, o248, o249, o250, o251, o252, o253) =AVERAGE(p244, p245, p246, p247, p248, p249, p250, p251, p252, p253) =AVERAGE(q244, q245, q246, q247, q248, q249, q250, q251, q252, q253) =AVERAGE(r244, r245, r246, r247, r248, r249, r250, r251, r252, r253) =AVERAGE(s244, s245, s246, s247, s248, s249, s250, s251, s252, s253) =AVERAGE(t244, t245, t246, t247, t248, t249, t250, t251, t252, t253) =STDEV.P(a244, a245, a246, a247, a248, a249, a250, a251, a252, a253) =STDEV.P(b244, b245, b246, b247, b248, b249, b250, b251, b252, b253) =STDEV.P(c244, c245, c246, c247, c248, c249, c250, c251, c252, c253) =STDEV.P(d244, d245, d246, d247, d248, d249, d250, d251, d252, d253) =STDEV.P(e244, e245, e246, e247, e248, e249, e250, e251, e252, e253) =STDEV.P(f244, f245, f246, f247, f248, f249, f250, f251, f252, f253) =STDEV.P(g244, g245, g246, g247, g248, g249, g250, g251, g252, g253) =STDEV.P(h244, h245, h246, h247, h248, h249, h250, h251, h252, h253) =STDEV.P(i244, i245, i246, i247, i248, i249, i250, i251, i252, i253) =STDEV.P(j244, j245, j246, j247, j248, j249, j250, j251, j252, j253) =STDEV.P(k244, k245, k246, k247, k248, k249, k250, k251, k252, k253) =STDEV.P(l244, l245, l246, l247, l248, l249, l250, l251, l252, l253) =STDEV.P(m244, m245, m246, m247, m248, m249, m250, m251, m252, m253) =STDEV.P(n244, n245, n246, n247, n248, n249, n250, n251, n252, n253) =STDEV.P(o244, o245, o246, o247, o248, o249, o250, o251, o252, o253) =STDEV.P(p244, p245, p246, p247, p248, p249, p250, p251, p252, p253) =STDEV.P(q244, q245, q246, q247, q248, q249, q250, q251, q252, q253) =STDEV.P(r244, r245, r246, r247, r248, r249, r250, r251, r252, r253) =STDEV.P(s244, s245, s246, s247, s248, s249, s250, s251, s252, s253) =STDEV.P(t244, t245, t246, t247, t248, t249, t250, t251, t252, t253)
+=AVERAGE(a254, a255, a256, a257, a258, a259, a260, a261, a262, a263) =AVERAGE(b254, b255, b256, b257, b258, b259, b260, b261, b262, b263) =AVERAGE(c254, c255, c256, c257, c258, c259, c260, c261, c262, c263) =AVERAGE(d254, d255, d256, d257, d258, d259, d260, d261, d262, d263) =AVERAGE(e254, e255, e256, e257, e258, e259, e260, e261, e262, e263) =AVERAGE(f254, f255, f256, f257, f258, f259, f260, f261, f262, f263) =AVERAGE(g254, g255, g256, g257, g258, g259, g260, g261, g262, g263) =AVERAGE(h254, h255, h256, h257, h258, h259, h260, h261, h262, h263) =AVERAGE(i254, i255, i256, i257, i258, i259, i260, i261, i262, i263) =AVERAGE(j254, j255, j256, j257, j258, j259, j260, j261, j262, j263) =AVERAGE(k254, k255, k256, k257, k258, k259, k260, k261, k262, k263) =AVERAGE(l254, l255, l256, l257, l258, l259, l260, l261, l262, l263) =AVERAGE(m254, m255, m256, m257, m258, m259, m260, m261, m262, m263) =AVERAGE(n254, n255, n256, n257, n258, n259, n260, n261, n262, n263) =AVERAGE(o254, o255, o256, o257, o258, o259, o260, o261, o262, o263) =AVERAGE(p254, p255, p256, p257, p258, p259, p260, p261, p262, p263) =AVERAGE(q254, q255, q256, q257, q258, q259, q260, q261, q262, q263) =AVERAGE(r254, r255, r256, r257, r258, r259, r260, r261, r262, r263) =AVERAGE(s254, s255, s256, s257, s258, s259, s260, s261, s262, s263) =AVERAGE(t254, t255, t256, t257, t258, t259, t260, t261, t262, t263) =STDEV.P(a254, a255, a256, a257, a258, a259, a260, a261, a262, a263) =STDEV.P(b254, b255, b256, b257, b258, b259, b260, b261, b262, b263) =STDEV.P(c254, c255, c256, c257, c258, c259, c260, c261, c262, c263) =STDEV.P(d254, d255, d256, d257, d258, d259, d260, d261, d262, d263) =STDEV.P(e254, e255, e256, e257, e258, e259, e260, e261, e262, e263) =STDEV.P(f254, f255, f256, f257, f258, f259, f260, f261, f262, f263) =STDEV.P(g254, g255, g256, g257, g258, g259, g260, g261, g262, g263) =STDEV.P(h254, h255, h256, h257, h258, h259, h260, h261, h262, h263) =STDEV.P(i254, i255, i256, i257, i258, i259, i260, i261, i262, i263) =STDEV.P(j254, j255, j256, j257, j258, j259, j260, j261, j262, j263) =STDEV.P(k254, k255, k256, k257, k258, k259, k260, k261, k262, k263) =STDEV.P(l254, l255, l256, l257, l258, l259, l260, l261, l262, l263) =STDEV.P(m254, m255, m256, m257, m258, m259, m260, m261, m262, m263) =STDEV.P(n254, n255, n256, n257, n258, n259, n260, n261, n262, n263) =STDEV.P(o254, o255, o256, o257, o258, o259, o260, o261, o262, o263) =STDEV.P(p254, p255, p256, p257, p258, p259, p260, p261, p262, p263) =STDEV.P(q254, q255, q256, q257, q258, q259, q260, q261, q262, q263) =STDEV.P(r254, r255, r256, r257, r258, r259, r260, r261, r262, r263) =STDEV.P(s254, s255, s256, s257, s258, s259, s260, s261, s262, s263) =STDEV.P(t254, t255, t256, t257, t258, t259, t260, t261, t262, t263)
+=AVERAGE(a264, a265, a266, a267, a268, a269, a270, a271, a272) =AVERAGE(b264, b265, b266, b267, b268, b269, b270, b271, b272) =AVERAGE(c264, c265, c266, c267, c268, c269, c270, c271, c272) =AVERAGE(d264, d265, d266, d267, d268, d269, d270, d271, d272) =AVERAGE(e264, e265, e266, e267, e268, e269, e270, e271, e272) =AVERAGE(f264, f265, f266, f267, f268, f269, f270, f271, f272) =AVERAGE(g264, g265, g266, g267, g268, g269, g270, g271, g272) =AVERAGE(h264, h265, h266, h267, h268, h269, h270, h271, h272) =AVERAGE(i264, i265, i266, i267, i268, i269, i270, i271, i272) =AVERAGE(j264, j265, j266, j267, j268, j269, j270, j271, j272) =AVERAGE(k264, k265, k266, k267, k268, k269, k270, k271, k272) =AVERAGE(l264, l265, l266, l267, l268, l269, l270, l271, l272) =AVERAGE(m264, m265, m266, m267, m268, m269, m270, m271, m272) =AVERAGE(n264, n265, n266, n267, n268, n269, n270, n271, n272) =AVERAGE(o264, o265, o266, o267, o268, o269, o270, o271, o272) =AVERAGE(p264, p265, p266, p267, p268, p269, p270, p271, p272) =AVERAGE(q264, q265, q266, q267, q268, q269, q270, q271, q272) =AVERAGE(r264, r265, r266, r267, r268, r269, r270, r271, r272) =AVERAGE(s264, s265, s266, s267, s268, s269, s270, s271, s272) =AVERAGE(t264, t265, t266, t267, t268, t269, t270, t271, t272) =STDEV.P(a264, a265, a266, a267, a268, a269, a270, a271, a272) =STDEV.P(b264, b265, b266, b267, b268, b269, b270, b271, b272) =STDEV.P(c264, c265, c266, c267, c268, c269, c270, c271, c272) =STDEV.P(d264, d265, d266, d267, d268, d269, d270, d271, d272) =STDEV.P(e264, e265, e266, e267, e268, e269, e270, e271, e272) =STDEV.P(f264, f265, f266, f267, f268, f269, f270, f271, f272) =STDEV.P(g264, g265, g266, g267, g268, g269, g270, g271, g272) =STDEV.P(h264, h265, h266, h267, h268, h269, h270, h271, h272) =STDEV.P(i264, i265, i266, i267, i268, i269, i270, i271, i272) =STDEV.P(j264, j265, j266, j267, j268, j269, j270, j271, j272) =STDEV.P(k264, k265, k266, k267, k268, k269, k270, k271, k272) =STDEV.P(l264, l265, l266, l267, l268, l269, l270, l271, l272) =STDEV.P(m264, m265, m266, m267, m268, m269, m270, m271, m272) =STDEV.P(n264, n265, n266, n267, n268, n269, n270, n271, n272) =STDEV.P(o264, o265, o266, o267, o268, o269, o270, o271, o272) =STDEV.P(p264, p265, p266, p267, p268, p269, p270, p271, p272) =STDEV.P(q264, q265, q266, q267, q268, q269, q270, q271, q272) =STDEV.P(r264, r265, r266, r267, r268, r269, r270, r271, r272) =STDEV.P(s264, s265, s266, s267, s268, s269, s270, s271, s272) =STDEV.P(t264, t265, t266, t267, t268, t269, t270, t271, t272)
+=AVERAGE(a273, a274, a275, a276, a277, a278, a279, a280) =AVERAGE(b273, b274, b275, b276, b277, b278, b279, b280) =AVERAGE(c273, c274, c275, c276, c277, c278, c279, c280) =AVERAGE(d273, d274, d275, d276, d277, d278, d279, d280) =AVERAGE(e273, e274, e275, e276, e277, e278, e279, e280) =AVERAGE(f273, f274, f275, f276, f277, f278, f279, f280) =AVERAGE(g273, g274, g275, g276, g277, g278, g279, g280) =AVERAGE(h273, h274, h275, h276, h277, h278, h279, h280) =AVERAGE(i273, i274, i275, i276, i277, i278, i279, i280) =AVERAGE(j273, j274, j275, j276, j277, j278, j279, j280) =AVERAGE(k273, k274, k275, k276, k277, k278, k279, k280) =AVERAGE(l273, l274, l275, l276, l277, l278, l279, l280) =AVERAGE(m273, m274, m275, m276, m277, m278, m279, m280) =AVERAGE(n273, n274, n275, n276, n277, n278, n279, n280) =AVERAGE(o273, o274, o275, o276, o277, o278, o279, o280) =AVERAGE(p273, p274, p275, p276, p277, p278, p279, p280) =AVERAGE(q273, q274, q275, q276, q277, q278, q279, q280) =AVERAGE(r273, r274, r275, r276, r277, r278, r279, r280) =AVERAGE(s273, s274, s275, s276, s277, s278, s279, s280) =AVERAGE(t273, t274, t275, t276, t277, t278, t279, t280) =STDEV.P(a273, a274, a275, a276, a277, a278, a279, a280) =STDEV.P(b273, b274, b275, b276, b277, b278, b279, b280) =STDEV.P(c273, c274, c275, c276, c277, c278, c279, c280) =STDEV.P(d273, d274, d275, d276, d277, d278, d279, d280) =STDEV.P(e273, e274, e275, e276, e277, e278, e279, e280) =STDEV.P(f273, f274, f275, f276, f277, f278, f279, f280) =STDEV.P(g273, g274, g275, g276, g277, g278, g279, g280) =STDEV.P(h273, h274, h275, h276, h277, h278, h279, h280) =STDEV.P(i273, i274, i275, i276, i277, i278, i279, i280) =STDEV.P(j273, j274, j275, j276, j277, j278, j279, j280) =STDEV.P(k273, k274, k275, k276, k277, k278, k279, k280) =STDEV.P(l273, l274, l275, l276, l277, l278, l279, l280) =STDEV.P(m273, m274, m275, m276, m277, m278, m279, m280) =STDEV.P(n273, n274, n275, n276, n277, n278, n279, n280) =STDEV.P(o273, o274, o275, o276, o277, o278, o279, o280) =STDEV.P(p273, p274, p275, p276, p277, p278, p279, p280) =STDEV.P(q273, q274, q275, q276, q277, q278, q279, q280) =STDEV.P(r273, r274, r275, r276, r277, r278, r279, r280) =STDEV.P(s273, s274, s275, s276, s277, s278, s279, s280) =STDEV.P(t273, t274, t275, t276, t277, t278, t279, t280)
+=AVERAGE(a281, a282, a283, a284, a285, a286, a287, a288) =AVERAGE(b281, b282, b283, b284, b285, b286, b287, b288) =AVERAGE(c281, c282, c283, c284, c285, c286, c287, c288) =AVERAGE(d281, d282, d283, d284, d285, d286, d287, d288) =AVERAGE(e281, e282, e283, e284, e285, e286, e287, e288) =AVERAGE(f281, f282, f283, f284, f285, f286, f287, f288) =AVERAGE(g281, g282, g283, g284, g285, g286, g287, g288) =AVERAGE(h281, h282, h283, h284, h285, h286, h287, h288) =AVERAGE(i281, i282, i283, i284, i285, i286, i287, i288) =AVERAGE(j281, j282, j283, j284, j285, j286, j287, j288) =AVERAGE(k281, k282, k283, k284, k285, k286, k287, k288) =AVERAGE(l281, l282, l283, l284, l285, l286, l287, l288) =AVERAGE(m281, m282, m283, m284, m285, m286, m287, m288) =AVERAGE(n281, n282, n283, n284, n285, n286, n287, n288) =AVERAGE(o281, o282, o283, o284, o285, o286, o287, o288) =AVERAGE(p281, p282, p283, p284, p285, p286, p287, p288) =AVERAGE(q281, q282, q283, q284, q285, q286, q287, q288) =AVERAGE(r281, r282, r283, r284, r285, r286, r287, r288) =AVERAGE(s281, s282, s283, s284, s285, s286, s287, s288) =AVERAGE(t281, t282, t283, t284, t285, t286, t287, t288) =STDEV.P(a281, a282, a283, a284, a285, a286, a287, a288) =STDEV.P(b281, b282, b283, b284, b285, b286, b287, b288) =STDEV.P(c281, c282, c283, c284, c285, c286, c287, c288) =STDEV.P(d281, d282, d283, d284, d285, d286, d287, d288) =STDEV.P(e281, e282, e283, e284, e285, e286, e287, e288) =STDEV.P(f281, f282, f283, f284, f285, f286, f287, f288) =STDEV.P(g281, g282, g283, g284, g285, g286, g287, g288) =STDEV.P(h281, h282, h283, h284, h285, h286, h287, h288) =STDEV.P(i281, i282, i283, i284, i285, i286, i287, i288) =STDEV.P(j281, j282, j283, j284, j285, j286, j287, j288) =STDEV.P(k281, k282, k283, k284, k285, k286, k287, k288) =STDEV.P(l281, l282, l283, l284, l285, l286, l287, l288) =STDEV.P(m281, m282, m283, m284, m285, m286, m287, m288) =STDEV.P(n281, n282, n283, n284, n285, n286, n287, n288) =STDEV.P(o281, o282, o283, o284, o285, o286, o287, o288) =STDEV.P(p281, p282, p283, p284, p285, p286, p287, p288) =STDEV.P(q281, q282, q283, q284, q285, q286, q287, q288) =STDEV.P(r281, r282, r283, r284, r285, r286, r287, r288) =STDEV.P(s281, s282, s283, s284, s285, s286, s287, s288) =STDEV.P(t281, t282, t283, t284, t285, t286, t287, t288)
+=AVERAGE(a289, a290, a291, a292, a293, a294, a295, a296) =AVERAGE(b289, b290, b291, b292, b293, b294, b295, b296) =AVERAGE(c289, c290, c291, c292, c293, c294, c295, c296) =AVERAGE(d289, d290, d291, d292, d293, d294, d295, d296) =AVERAGE(e289, e290, e291, e292, e293, e294, e295, e296) =AVERAGE(f289, f290, f291, f292, f293, f294, f295, f296) =AVERAGE(g289, g290, g291, g292, g293, g294, g295, g296) =AVERAGE(h289, h290, h291, h292, h293, h294, h295, h296) =AVERAGE(i289, i290, i291, i292, i293, i294, i295, i296) =AVERAGE(j289, j290, j291, j292, j293, j294, j295, j296) =AVERAGE(k289, k290, k291, k292, k293, k294, k295, k296) =AVERAGE(l289, l290, l291, l292, l293, l294, l295, l296) =AVERAGE(m289, m290, m291, m292, m293, m294, m295, m296) =AVERAGE(n289, n290, n291, n292, n293, n294, n295, n296) =AVERAGE(o289, o290, o291, o292, o293, o294, o295, o296) =AVERAGE(p289, p290, p291, p292, p293, p294, p295, p296) =AVERAGE(q289, q290, q291, q292, q293, q294, q295, q296) =AVERAGE(r289, r290, r291, r292, r293, r294, r295, r296) =AVERAGE(s289, s290, s291, s292, s293, s294, s295, s296) =AVERAGE(t289, t290, t291, t292, t293, t294, t295, t296) =STDEV.P(a289, a290, a291, a292, a293, a294, a295, a296) =STDEV.P(b289, b290, b291, b292, b293, b294, b295, b296) =STDEV.P(c289, c290, c291, c292, c293, c294, c295, c296) =STDEV.P(d289, d290, d291, d292, d293, d294, d295, d296) =STDEV.P(e289, e290, e291, e292, e293, e294, e295, e296) =STDEV.P(f289, f290, f291, f292, f293, f294, f295, f296) =STDEV.P(g289, g290, g291, g292, g293, g294, g295, g296) =STDEV.P(h289, h290, h291, h292, h293, h294, h295, h296) =STDEV.P(i289, i290, i291, i292, i293, i294, i295, i296) =STDEV.P(j289, j290, j291, j292, j293, j294, j295, j296) =STDEV.P(k289, k290, k291, k292, k293, k294, k295, k296) =STDEV.P(l289, l290, l291, l292, l293, l294, l295, l296) =STDEV.P(m289, m290, m291, m292, m293, m294, m295, m296) =STDEV.P(n289, n290, n291, n292, n293, n294, n295, n296) =STDEV.P(o289, o290, o291, o292, o293, o294, o295, o296) =STDEV.P(p289, p290, p291, p292, p293, p294, p295, p296) =STDEV.P(q289, q290, q291, q292, q293, q294, q295, q296) =STDEV.P(r289, r290, r291, r292, r293, r294, r295, r296) =STDEV.P(s289, s290, s291, s292, s293, s294, s295, s296) =STDEV.P(t289, t290, t291, t292, t293, t294, t295, t296)
+=AVERAGE(a297, a298, a299, a300, a301, a302, a303, a304) =AVERAGE(b297, b298, b299, b300, b301, b302, b303, b304) =AVERAGE(c297, c298, c299, c300, c301, c302, c303, c304) =AVERAGE(d297, d298, d299, d300, d301, d302, d303, d304) =AVERAGE(e297, e298, e299, e300, e301, e302, e303, e304) =AVERAGE(f297, f298, f299, f300, f301, f302, f303, f304) =AVERAGE(g297, g298, g299, g300, g301, g302, g303, g304) =AVERAGE(h297, h298, h299, h300, h301, h302, h303, h304) =AVERAGE(i297, i298, i299, i300, i301, i302, i303, i304) =AVERAGE(j297, j298, j299, j300, j301, j302, j303, j304) =AVERAGE(k297, k298, k299, k300, k301, k302, k303, k304) =AVERAGE(l297, l298, l299, l300, l301, l302, l303, l304) =AVERAGE(m297, m298, m299, m300, m301, m302, m303, m304) =AVERAGE(n297, n298, n299, n300, n301, n302, n303, n304) =AVERAGE(o297, o298, o299, o300, o301, o302, o303, o304) =AVERAGE(p297, p298, p299, p300, p301, p302, p303, p304) =AVERAGE(q297, q298, q299, q300, q301, q302, q303, q304) =AVERAGE(r297, r298, r299, r300, r301, r302, r303, r304) =AVERAGE(s297, s298, s299, s300, s301, s302, s303, s304) =AVERAGE(t297, t298, t299, t300, t301, t302, t303, t304) =STDEV.P(a297, a298, a299, a300, a301, a302, a303, a304) =STDEV.P(b297, b298, b299, b300, b301, b302, b303, b304) =STDEV.P(c297, c298, c299, c300, c301, c302, c303, c304) =STDEV.P(d297, d298, d299, d300, d301, d302, d303, d304) =STDEV.P(e297, e298, e299, e300, e301, e302, e303, e304) =STDEV.P(f297, f298, f299, f300, f301, f302, f303, f304) =STDEV.P(g297, g298, g299, g300, g301, g302, g303, g304) =STDEV.P(h297, h298, h299, h300, h301, h302, h303, h304) =STDEV.P(i297, i298, i299, i300, i301, i302, i303, i304) =STDEV.P(j297, j298, j299, j300, j301, j302, j303, j304) =STDEV.P(k297, k298, k299, k300, k301, k302, k303, k304) =STDEV.P(l297, l298, l299, l300, l301, l302, l303, l304) =STDEV.P(m297, m298, m299, m300, m301, m302, m303, m304) =STDEV.P(n297, n298, n299, n300, n301, n302, n303, n304) =STDEV.P(o297, o298, o299, o300, o301, o302, o303, o304) =STDEV.P(p297, p298, p299, p300, p301, p302, p303, p304) =STDEV.P(q297, q298, q299, q300, q301, q302, q303, q304) =STDEV.P(r297, r298, r299, r300, r301, r302, r303, r304) =STDEV.P(s297, s298, s299, s300, s301, s302, s303, s304) =STDEV.P(t297, t298, t299, t300, t301, t302, t303, t304)
+=AVERAGE(a305, a306, a307, a308, a309, a310, a311, a312) =AVERAGE(b305, b306, b307, b308, b309, b310, b311, b312) =AVERAGE(c305, c306, c307, c308, c309, c310, c311, c312) =AVERAGE(d305, d306, d307, d308, d309, d310, d311, d312) =AVERAGE(e305, e306, e307, e308, e309, e310, e311, e312) =AVERAGE(f305, f306, f307, f308, f309, f310, f311, f312) =AVERAGE(g305, g306, g307, g308, g309, g310, g311, g312) =AVERAGE(h305, h306, h307, h308, h309, h310, h311, h312) =AVERAGE(i305, i306, i307, i308, i309, i310, i311, i312) =AVERAGE(j305, j306, j307, j308, j309, j310, j311, j312) =AVERAGE(k305, k306, k307, k308, k309, k310, k311, k312) =AVERAGE(l305, l306, l307, l308, l309, l310, l311, l312) =AVERAGE(m305, m306, m307, m308, m309, m310, m311, m312) =AVERAGE(n305, n306, n307, n308, n309, n310, n311, n312) =AVERAGE(o305, o306, o307, o308, o309, o310, o311, o312) =AVERAGE(p305, p306, p307, p308, p309, p310, p311, p312) =AVERAGE(q305, q306, q307, q308, q309, q310, q311, q312) =AVERAGE(r305, r306, r307, r308, r309, r310, r311, r312) =AVERAGE(s305, s306, s307, s308, s309, s310, s311, s312) =AVERAGE(t305, t306, t307, t308, t309, t310, t311, t312) =STDEV.P(a305, a306, a307, a308, a309, a310, a311, a312) =STDEV.P(b305, b306, b307, b308, b309, b310, b311, b312) =STDEV.P(c305, c306, c307, c308, c309, c310, c311, c312) =STDEV.P(d305, d306, d307, d308, d309, d310, d311, d312) =STDEV.P(e305, e306, e307, e308, e309, e310, e311, e312) =STDEV.P(f305, f306, f307, f308, f309, f310, f311, f312) =STDEV.P(g305, g306, g307, g308, g309, g310, g311, g312) =STDEV.P(h305, h306, h307, h308, h309, h310, h311, h312) =STDEV.P(i305, i306, i307, i308, i309, i310, i311, i312) =STDEV.P(j305, j306, j307, j308, j309, j310, j311, j312) =STDEV.P(k305, k306, k307, k308, k309, k310, k311, k312) =STDEV.P(l305, l306, l307, l308, l309, l310, l311, l312) =STDEV.P(m305, m306, m307, m308, m309, m310, m311, m312) =STDEV.P(n305, n306, n307, n308, n309, n310, n311, n312) =STDEV.P(o305, o306, o307, o308, o309, o310, o311, o312) =STDEV.P(p305, p306, p307, p308, p309, p310, p311, p312) =STDEV.P(q305, q306, q307, q308, q309, q310, q311, q312) =STDEV.P(r305, r306, r307, r308, r309, r310, r311, r312) =STDEV.P(s305, s306, s307, s308, s309, s310, s311, s312) =STDEV.P(t305, t306, t307, t308, t309, t310, t311, t312)
+=AVERAGE(a313, a314, a315, a316, a317, a318, a319, a320) =AVERAGE(b313, b314, b315, b316, b317, b318, b319, b320) =AVERAGE(c313, c314, c315, c316, c317, c318, c319, c320) =AVERAGE(d313, d314, d315, d316, d317, d318, d319, d320) =AVERAGE(e313, e314, e315, e316, e317, e318, e319, e320) =AVERAGE(f313, f314, f315, f316, f317, f318, f319, f320) =AVERAGE(g313, g314, g315, g316, g317, g318, g319, g320) =AVERAGE(h313, h314, h315, h316, h317, h318, h319, h320) =AVERAGE(i313, i314, i315, i316, i317, i318, i319, i320) =AVERAGE(j313, j314, j315, j316, j317, j318, j319, j320) =AVERAGE(k313, k314, k315, k316, k317, k318, k319, k320) =AVERAGE(l313, l314, l315, l316, l317, l318, l319, l320) =AVERAGE(m313, m314, m315, m316, m317, m318, m319, m320) =AVERAGE(n313, n314, n315, n316, n317, n318, n319, n320) =AVERAGE(o313, o314, o315, o316, o317, o318, o319, o320) =AVERAGE(p313, p314, p315, p316, p317, p318, p319, p320) =AVERAGE(q313, q314, q315, q316, q317, q318, q319, q320) =AVERAGE(r313, r314, r315, r316, r317, r318, r319, r320) =AVERAGE(s313, s314, s315, s316, s317, s318, s319, s320) =AVERAGE(t313, t314, t315, t316, t317, t318, t319, t320) =STDEV.P(a313, a314, a315, a316, a317, a318, a319, a320) =STDEV.P(b313, b314, b315, b316, b317, b318, b319, b320) =STDEV.P(c313, c314, c315, c316, c317, c318, c319, c320) =STDEV.P(d313, d314, d315, d316, d317, d318, d319, d320) =STDEV.P(e313, e314, e315, e316, e317, e318, e319, e320) =STDEV.P(f313, f314, f315, f316, f317, f318, f319, f320) =STDEV.P(g313, g314, g315, g316, g317, g318, g319, g320) =STDEV.P(h313, h314, h315, h316, h317, h318, h319, h320) =STDEV.P(i313, i314, i315, i316, i317, i318, i319, i320) =STDEV.P(j313, j314, j315, j316, j317, j318, j319, j320) =STDEV.P(k313, k314, k315, k316, k317, k318, k319, k320) =STDEV.P(l313, l314, l315, l316, l317, l318, l319, l320) =STDEV.P(m313, m314, m315, m316, m317, m318, m319, m320) =STDEV.P(n313, n314, n315, n316, n317, n318, n319, n320) =STDEV.P(o313, o314, o315, o316, o317, o318, o319, o320) =STDEV.P(p313, p314, p315, p316, p317, p318, p319, p320) =STDEV.P(q313, q314, q315, q316, q317, q318, q319, q320) =STDEV.P(r313, r314, r315, r316, r317, r318, r319, r320) =STDEV.P(s313, s314, s315, s316, s317, s318, s319, s320) =STDEV.P(t313, t314, t315, t316, t317, t318, t319, t320)
+=AVERAGE(a321, a322, a323, a324, a325, a326, a327) =AVERAGE(b321, b322, b323, b324, b325, b326, b327) =AVERAGE(c321, c322, c323, c324, c325, c326, c327) =AVERAGE(d321, d322, d323, d324, d325, d326, d327) =AVERAGE(e321, e322, e323, e324, e325, e326, e327) =AVERAGE(f321, f322, f323, f324, f325, f326, f327) =AVERAGE(g321, g322, g323, g324, g325, g326, g327) =AVERAGE(h321, h322, h323, h324, h325, h326, h327) =AVERAGE(i321, i322, i323, i324, i325, i326, i327) =AVERAGE(j321, j322, j323, j324, j325, j326, j327) =AVERAGE(k321, k322, k323, k324, k325, k326, k327) =AVERAGE(l321, l322, l323, l324, l325, l326, l327) =AVERAGE(m321, m322, m323, m324, m325, m326, m327) =AVERAGE(n321, n322, n323, n324, n325, n326, n327) =AVERAGE(o321, o322, o323, o324, o325, o326, o327) =AVERAGE(p321, p322, p323, p324, p325, p326, p327) =AVERAGE(q321, q322, q323, q324, q325, q326, q327) =AVERAGE(r321, r322, r323, r324, r325, r326, r327) =AVERAGE(s321, s322, s323, s324, s325, s326, s327) =AVERAGE(t321, t322, t323, t324, t325, t326, t327) =STDEV.P(a321, a322, a323, a324, a325, a326, a327) =STDEV.P(b321, b322, b323, b324, b325, b326, b327) =STDEV.P(c321, c322, c323, c324, c325, c326, c327) =STDEV.P(d321, d322, d323, d324, d325, d326, d327) =STDEV.P(e321, e322, e323, e324, e325, e326, e327) =STDEV.P(f321, f322, f323, f324, f325, f326, f327) =STDEV.P(g321, g322, g323, g324, g325, g326, g327) =STDEV.P(h321, h322, h323, h324, h325, h326, h327) =STDEV.P(i321, i322, i323, i324, i325, i326, i327) =STDEV.P(j321, j322, j323, j324, j325, j326, j327) =STDEV.P(k321, k322, k323, k324, k325, k326, k327) =STDEV.P(l321, l322, l323, l324, l325, l326, l327) =STDEV.P(m321, m322, m323, m324, m325, m326, m327) =STDEV.P(n321, n322, n323, n324, n325, n326, n327) =STDEV.P(o321, o322, o323, o324, o325, o326, o327) =STDEV.P(p321, p322, p323, p324, p325, p326, p327) =STDEV.P(q321, q322, q323, q324, q325, q326, q327) =STDEV.P(r321, r322, r323, r324, r325, r326, r327) =STDEV.P(s321, s322, s323, s324, s325, s326, s327) =STDEV.P(t321, t322, t323, t324, t325, t326, t327)
+=AVERAGE(a328, a329, a330, a331, a332, a333, a334) =AVERAGE(b328, b329, b330, b331, b332, b333, b334) =AVERAGE(c328, c329, c330, c331, c332, c333, c334) =AVERAGE(d328, d329, d330, d331, d332, d333, d334) =AVERAGE(e328, e329, e330, e331, e332, e333, e334) =AVERAGE(f328, f329, f330, f331, f332, f333, f334) =AVERAGE(g328, g329, g330, g331, g332, g333, g334) =AVERAGE(h328, h329, h330, h331, h332, h333, h334) =AVERAGE(i328, i329, i330, i331, i332, i333, i334) =AVERAGE(j328, j329, j330, j331, j332, j333, j334) =AVERAGE(k328, k329, k330, k331, k332, k333, k334) =AVERAGE(l328, l329, l330, l331, l332, l333, l334) =AVERAGE(m328, m329, m330, m331, m332, m333, m334) =AVERAGE(n328, n329, n330, n331, n332, n333, n334) =AVERAGE(o328, o329, o330, o331, o332, o333, o334) =AVERAGE(p328, p329, p330, p331, p332, p333, p334) =AVERAGE(q328, q329, q330, q331, q332, q333, q334) =AVERAGE(r328, r329, r330, r331, r332, r333, r334) =AVERAGE(s328, s329, s330, s331, s332, s333, s334) =AVERAGE(t328, t329, t330, t331, t332, t333, t334) =STDEV.P(a328, a329, a330, a331, a332, a333, a334) =STDEV.P(b328, b329, b330, b331, b332, b333, b334) =STDEV.P(c328, c329, c330, c331, c332, c333, c334) =STDEV.P(d328, d329, d330, d331, d332, d333, d334) =STDEV.P(e328, e329, e330, e331, e332, e333, e334) =STDEV.P(f328, f329, f330, f331, f332, f333, f334) =STDEV.P(g328, g329, g330, g331, g332, g333, g334) =STDEV.P(h328, h329, h330, h331, h332, h333, h334) =STDEV.P(i328, i329, i330, i331, i332, i333, i334) =STDEV.P(j328, j329, j330, j331, j332, j333, j334) =STDEV.P(k328, k329, k330, k331, k332, k333, k334) =STDEV.P(l328, l329, l330, l331, l332, l333, l334) =STDEV.P(m328, m329, m330, m331, m332, m333, m334) =STDEV.P(n328, n329, n330, n331, n332, n333, n334) =STDEV.P(o328, o329, o330, o331, o332, o333, o334) =STDEV.P(p328, p329, p330, p331, p332, p333, p334) =STDEV.P(q328, q329, q330, q331, q332, q333, q334) =STDEV.P(r328, r329, r330, r331, r332, r333, r334) =STDEV.P(s328, s329, s330, s331, s332, s333, s334) =STDEV.P(t328, t329, t330, t331, t332, t333, t334)
+=AVERAGE(a335, a336, a337, a338, a339, a340, a341) =AVERAGE(b335, b336, b337, b338, b339, b340, b341) =AVERAGE(c335, c336, c337, c338, c339, c340, c341) =AVERAGE(d335, d336, d337, d338, d339, d340, d341) =AVERAGE(e335, e336, e337, e338, e339, e340, e341) =AVERAGE(f335, f336, f337, f338, f339, f340, f341) =AVERAGE(g335, g336, g337, g338, g339, g340, g341) =AVERAGE(h335, h336, h337, h338, h339, h340, h341) =AVERAGE(i335, i336, i337, i338, i339, i340, i341) =AVERAGE(j335, j336, j337, j338, j339, j340, j341) =AVERAGE(k335, k336, k337, k338, k339, k340, k341) =AVERAGE(l335, l336, l337, l338, l339, l340, l341) =AVERAGE(m335, m336, m337, m338, m339, m340, m341) =AVERAGE(n335, n336, n337, n338, n339, n340, n341) =AVERAGE(o335, o336, o337, o338, o339, o340, o341) =AVERAGE(p335, p336, p337, p338, p339, p340, p341) =AVERAGE(q335, q336, q337, q338, q339, q340, q341) =AVERAGE(r335, r336, r337, r338, r339, r340, r341) =AVERAGE(s335, s336, s337, s338, s339, s340, s341) =AVERAGE(t335, t336, t337, t338, t339, t340, t341) =STDEV.P(a335, a336, a337, a338, a339, a340, a341) =STDEV.P(b335, b336, b337, b338, b339, b340, b341) =STDEV.P(c335, c336, c337, c338, c339, c340, c341) =STDEV.P(d335, d336, d337, d338, d339, d340, d341) =STDEV.P(e335, e336, e337, e338, e339, e340, e341) =STDEV.P(f335, f336, f337, f338, f339, f340, f341) =STDEV.P(g335, g336, g337, g338, g339, g340, g341) =STDEV.P(h335, h336, h337, h338, h339, h340, h341) =STDEV.P(i335, i336, i337, i338, i339, i340, i341) =STDEV.P(j335, j336, j337, j338, j339, j340, j341) =STDEV.P(k335, k336, k337, k338, k339, k340, k341) =STDEV.P(l335, l336, l337, l338, l339, l340, l341) =STDEV.P(m335, m336, m337, m338, m339, m340, m341) =STDEV.P(n335, n336, n337, n338, n339, n340, n341) =STDEV.P(o335, o336, o337, o338, o339, o340, o341) =STDEV.P(p335, p336, p337, p338, p339, p340, p341) =STDEV.P(q335, q336, q337, q338, q339, q340, q341) =STDEV.P(r335, r336, r337, r338, r339, r340, r341) =STDEV.P(s335, s336, s337, s338, s339, s340, s341) =STDEV.P(t335, t336, t337, t338, t339, t340, t341)
+=AVERAGE(a342, a343, a344, a345, a346, a347, a348) =AVERAGE(b342, b343, b344, b345, b346, b347, b348) =AVERAGE(c342, c343, c344, c345, c346, c347, c348) =AVERAGE(d342, d343, d344, d345, d346, d347, d348) =AVERAGE(e342, e343, e344, e345, e346, e347, e348) =AVERAGE(f342, f343, f344, f345, f346, f347, f348) =AVERAGE(g342, g343, g344, g345, g346, g347, g348) =AVERAGE(h342, h343, h344, h345, h346, h347, h348) =AVERAGE(i342, i343, i344, i345, i346, i347, i348) =AVERAGE(j342, j343, j344, j345, j346, j347, j348) =AVERAGE(k342, k343, k344, k345, k346, k347, k348) =AVERAGE(l342, l343, l344, l345, l346, l347, l348) =AVERAGE(m342, m343, m344, m345, m346, m347, m348) =AVERAGE(n342, n343, n344, n345, n346, n347, n348) =AVERAGE(o342, o343, o344, o345, o346, o347, o348) =AVERAGE(p342, p343, p344, p345, p346, p347, p348) =AVERAGE(q342, q343, q344, q345, q346, q347, q348) =AVERAGE(r342, r343, r344, r345, r346, r347, r348) =AVERAGE(s342, s343, s344, s345, s346, s347, s348) =AVERAGE(t342, t343, t344, t345, t346, t347, t348) =STDEV.P(a342, a343, a344, a345, a346, a347, a348) =STDEV.P(b342, b343, b344, b345, b346, b347, b348) =STDEV.P(c342, c343, c344, c345, c346, c347, c348) =STDEV.P(d342, d343, d344, d345, d346, d347, d348) =STDEV.P(e342, e343, e344, e345, e346, e347, e348) =STDEV.P(f342, f343, f344, f345, f346, f347, f348) =STDEV.P(g342, g343, g344, g345, g346, g347, g348) =STDEV.P(h342, h343, h344, h345, h346, h347, h348) =STDEV.P(i342, i343, i344, i345, i346, i347, i348) =STDEV.P(j342, j343, j344, j345, j346, j347, j348) =STDEV.P(k342, k343, k344, k345, k346, k347, k348) =STDEV.P(l342, l343, l344, l345, l346, l347, l348) =STDEV.P(m342, m343, m344, m345, m346, m347, m348) =STDEV.P(n342, n343, n344, n345, n346, n347, n348) =STDEV.P(o342, o343, o344, o345, o346, o347, o348) =STDEV.P(p342, p343, p344, p345, p346, p347, p348) =STDEV.P(q342, q343, q344, q345, q346, q347, q348) =STDEV.P(r342, r343, r344, r345, r346, r347, r348) =STDEV.P(s342, s343, s344, s345, s346, s347, s348) =STDEV.P(t342, t343, t344, t345, t346, t347, t348)
+=AVERAGE(a349, a350, a351, a352, a353, a354, a355) =AVERAGE(b349, b350, b351, b352, b353, b354, b355) =AVERAGE(c349, c350, c351, c352, c353, c354, c355) =AVERAGE(d349, d350, d351, d352, d353, d354, d355) =AVERAGE(e349, e350, e351, e352, e353, e354, e355) =AVERAGE(f349, f350, f351, f352, f353, f354, f355) =AVERAGE(g349, g350, g351, g352, g353, g354, g355) =AVERAGE(h349, h350, h351, h352, h353, h354, h355) =AVERAGE(i349, i350, i351, i352, i353, i354, i355) =AVERAGE(j349, j350, j351, j352, j353, j354, j355) =AVERAGE(k349, k350, k351, k352, k353, k354, k355) =AVERAGE(l349, l350, l351, l352, l353, l354, l355) =AVERAGE(m349, m350, m351, m352, m353, m354, m355) =AVERAGE(n349, n350, n351, n352, n353, n354, n355) =AVERAGE(o349, o350, o351, o352, o353, o354, o355) =AVERAGE(p349, p350, p351, p352, p353, p354, p355) =AVERAGE(q349, q350, q351, q352, q353, q354, q355) =AVERAGE(r349, r350, r351, r352, r353, r354, r355) =AVERAGE(s349, s350, s351, s352, s353, s354, s355) =AVERAGE(t349, t350, t351, t352, t353, t354, t355) =STDEV.P(a349, a350, a351, a352, a353, a354, a355) =STDEV.P(b349, b350, b351, b352, b353, b354, b355) =STDEV.P(c349, c350, c351, c352, c353, c354, c355) =STDEV.P(d349, d350, d351, d352, d353, d354, d355) =STDEV.P(e349, e350, e351, e352, e353, e354, e355) =STDEV.P(f349, f350, f351, f352, f353, f354, f355) =STDEV.P(g349, g350, g351, g352, g353, g354, g355) =STDEV.P(h349, h350, h351, h352, h353, h354, h355) =STDEV.P(i349, i350, i351, i352, i353, i354, i355) =STDEV.P(j349, j350, j351, j352, j353, j354, j355) =STDEV.P(k349, k350, k351, k352, k353, k354, k355) =STDEV.P(l349, l350, l351, l352, l353, l354, l355) =STDEV.P(m349, m350, m351, m352, m353, m354, m355) =STDEV.P(n349, n350, n351, n352, n353, n354, n355) =STDEV.P(o349, o350, o351, o352, o353, o354, o355) =STDEV.P(p349, p350, p351, p352, p353, p354, p355) =STDEV.P(q349, q350, q351, q352, q353, q354, q355) =STDEV.P(r349, r350, r351, r352, r353, r354, r355) =STDEV.P(s349, s350, s351, s352, s353, s354, s355) =STDEV.P(t349, t350, t351, t352, t353, t354, t355)
+=AVERAGE(a356, a357, a358, a359, a360, a361, a362) =AVERAGE(b356, b357, b358, b359, b360, b361, b362) =AVERAGE(c356, c357, c358, c359, c360, c361, c362) =AVERAGE(d356, d357, d358, d359, d360, d361, d362) =AVERAGE(e356, e357, e358, e359, e360, e361, e362) =AVERAGE(f356, f357, f358, f359, f360, f361, f362) =AVERAGE(g356, g357, g358, g359, g360, g361, g362) =AVERAGE(h356, h357, h358, h359, h360, h361, h362) =AVERAGE(i356, i357, i358, i359, i360, i361, i362) =AVERAGE(j356, j357, j358, j359, j360, j361, j362) =AVERAGE(k356, k357, k358, k359, k360, k361, k362) =AVERAGE(l356, l357, l358, l359, l360, l361, l362) =AVERAGE(m356, m357, m358, m359, m360, m361, m362) =AVERAGE(n356, n357, n358, n359, n360, n361, n362) =AVERAGE(o356, o357, o358, o359, o360, o361, o362) =AVERAGE(p356, p357, p358, p359, p360, p361, p362) =AVERAGE(q356, q357, q358, q359, q360, q361, q362) =AVERAGE(r356, r357, r358, r359, r360, r361, r362) =AVERAGE(s356, s357, s358, s359, s360, s361, s362) =AVERAGE(t356, t357, t358, t359, t360, t361, t362) =STDEV.P(a356, a357, a358, a359, a360, a361, a362) =STDEV.P(b356, b357, b358, b359, b360, b361, b362) =STDEV.P(c356, c357, c358, c359, c360, c361, c362) =STDEV.P(d356, d357, d358, d359, d360, d361, d362) =STDEV.P(e356, e357, e358, e359, e360, e361, e362) =STDEV.P(f356, f357, f358, f359, f360, f361, f362) =STDEV.P(g356, g357, g358, g359, g360, g361, g362) =STDEV.P(h356, h357, h358, h359, h360, h361, h362) =STDEV.P(i356, i357, i358, i359, i360, i361, i362) =STDEV.P(j356, j357, j358, j359, j360, j361, j362) =STDEV.P(k356, k357, k358, k359, k360, k361, k362) =STDEV.P(l356, l357, l358, l359, l360, l361, l362) =STDEV.P(m356, m357, m358, m359, m360, m361, m362) =STDEV.P(n356, n357, n358, n359, n360, n361, n362) =STDEV.P(o356, o357, o358, o359, o360, o361, o362) =STDEV.P(p356, p357, p358, p359, p360, p361, p362) =STDEV.P(q356, q357, q358, q359, q360, q361, q362) =STDEV.P(r356, r357, r358, r359, r360, r361, r362) =STDEV.P(s356, s357, s358, s359, s360, s361, s362) =STDEV.P(t356, t357, t358, t359, t360, t361, t362)
+=AVERAGE(a363, a364, a365, a366, a367, a368, a369) =AVERAGE(b363, b364, b365, b366, b367, b368, b369) =AVERAGE(c363, c364, c365, c366, c367, c368, c369) =AVERAGE(d363, d364, d365, d366, d367, d368, d369) =AVERAGE(e363, e364, e365, e366, e367, e368, e369) =AVERAGE(f363, f364, f365, f366, f367, f368, f369) =AVERAGE(g363, g364, g365, g366, g367, g368, g369) =AVERAGE(h363, h364, h365, h366, h367, h368, h369) =AVERAGE(i363, i364, i365, i366, i367, i368, i369) =AVERAGE(j363, j364, j365, j366, j367, j368, j369) =AVERAGE(k363, k364, k365, k366, k367, k368, k369) =AVERAGE(l363, l364, l365, l366, l367, l368, l369) =AVERAGE(m363, m364, m365, m366, m367, m368, m369) =AVERAGE(n363, n364, n365, n366, n367, n368, n369) =AVERAGE(o363, o364, o365, o366, o367, o368, o369) =AVERAGE(p363, p364, p365, p366, p367, p368, p369) =AVERAGE(q363, q364, q365, q366, q367, q368, q369) =AVERAGE(r363, r364, r365, r366, r367, r368, r369) =AVERAGE(s363, s364, s365, s366, s367, s368, s369) =AVERAGE(t363, t364, t365, t366, t367, t368, t369) =STDEV.P(a363, a364, a365, a366, a367, a368, a369) =STDEV.P(b363, b364, b365, b366, b367, b368, b369) =STDEV.P(c363, c364, c365, c366, c367, c368, c369) =STDEV.P(d363, d364, d365, d366, d367, d368, d369) =STDEV.P(e363, e364, e365, e366, e367, e368, e369) =STDEV.P(f363, f364, f365, f366, f367, f368, f369) =STDEV.P(g363, g364, g365, g366, g367, g368, g369) =STDEV.P(h363, h364, h365, h366, h367, h368, h369) =STDEV.P(i363, i364, i365, i366, i367, i368, i369) =STDEV.P(j363, j364, j365, j366, j367, j368, j369) =STDEV.P(k363, k364, k365, k366, k367, k368, k369) =STDEV.P(l363, l364, l365, l366, l367, l368, l369) =STDEV.P(m363, m364, m365, m366, m367, m368, m369) =STDEV.P(n363, n364, n365, n366, n367, n368, n369) =STDEV.P(o363, o364, o365, o366, o367, o368, o369) =STDEV.P(p363, p364, p365, p366, p367, p368, p369) =STDEV.P(q363, q364, q365, q366, q367, q368, q369) =STDEV.P(r363, r364, r365, r366, r367, r368, r369) =STDEV.P(s363, s364, s365, s366, s367, s368, s369) =STDEV.P(t363, t364, t365, t366, t367, t368, t369)
+=AVERAGE(a370, a371, a372, a373, a374, a375, a376) =AVERAGE(b370, b371, b372, b373, b374, b375, b376) =AVERAGE(c370, c371, c372, c373, c374, c375, c376) =AVERAGE(d370, d371, d372, d373, d374, d375, d376) =AVERAGE(e370, e371, e372, e373, e374, e375, e376) =AVERAGE(f370, f371, f372, f373, f374, f375, f376) =AVERAGE(g370, g371, g372, g373, g374, g375, g376) =AVERAGE(h370, h371, h372, h373, h374, h375, h376) =AVERAGE(i370, i371, i372, i373, i374, i375, i376) =AVERAGE(j370, j371, j372, j373, j374, j375, j376) =AVERAGE(k370, k371, k372, k373, k374, k375, k376) =AVERAGE(l370, l371, l372, l373, l374, l375, l376) =AVERAGE(m370, m371, m372, m373, m374, m375, m376) =AVERAGE(n370, n371, n372, n373, n374, n375, n376) =AVERAGE(o370, o371, o372, o373, o374, o375, o376) =AVERAGE(p370, p371, p372, p373, p374, p375, p376) =AVERAGE(q370, q371, q372, q373, q374, q375, q376) =AVERAGE(r370, r371, r372, r373, r374, r375, r376) =AVERAGE(s370, s371, s372, s373, s374, s375, s376) =AVERAGE(t370, t371, t372, t373, t374, t375, t376) =STDEV.P(a370, a371, a372, a373, a374, a375, a376) =STDEV.P(b370, b371, b372, b373, b374, b375, b376) =STDEV.P(c370, c371, c372, c373, c374, c375, c376) =STDEV.P(d370, d371, d372, d373, d374, d375, d376) =STDEV.P(e370, e371, e372, e373, e374, e375, e376) =STDEV.P(f370, f371, f372, f373, f374, f375, f376) =STDEV.P(g370, g371, g372, g373, g374, g375, g376) =STDEV.P(h370, h371, h372, h373, h374, h375, h376) =STDEV.P(i370, i371, i372, i373, i374, i375, i376) =STDEV.P(j370, j371, j372, j373, j374, j375, j376) =STDEV.P(k370, k371, k372, k373, k374, k375, k376) =STDEV.P(l370, l371, l372, l373, l374, l375, l376) =STDEV.P(m370, m371, m372, m373, m374, m375, m376) =STDEV.P(n370, n371, n372, n373, n374, n375, n376) =STDEV.P(o370, o371, o372, o373, o374, o375, o376) =STDEV.P(p370, p371, p372, p373, p374, p375, p376) =STDEV.P(q370, q371, q372, q373, q374, q375, q376) =STDEV.P(r370, r371, r372, r373, r374, r375, r376) =STDEV.P(s370, s371, s372, s373, s374, s375, s376) =STDEV.P(t370, t371, t372, t373, t374, t375, t376)
+=AVERAGE(a377, a378, a379, a380, a381, a382, a383) =AVERAGE(b377, b378, b379, b380, b381, b382, b383) =AVERAGE(c377, c378, c379, c380, c381, c382, c383) =AVERAGE(d377, d378, d379, d380, d381, d382, d383) =AVERAGE(e377, e378, e379, e380, e381, e382, e383) =AVERAGE(f377, f378, f379, f380, f381, f382, f383) =AVERAGE(g377, g378, g379, g380, g381, g382, g383) =AVERAGE(h377, h378, h379, h380, h381, h382, h383) =AVERAGE(i377, i378, i379, i380, i381, i382, i383) =AVERAGE(j377, j378, j379, j380, j381, j382, j383) =AVERAGE(k377, k378, k379, k380, k381, k382, k383) =AVERAGE(l377, l378, l379, l380, l381, l382, l383) =AVERAGE(m377, m378, m379, m380, m381, m382, m383) =AVERAGE(n377, n378, n379, n380, n381, n382, n383) =AVERAGE(o377, o378, o379, o380, o381, o382, o383) =AVERAGE(p377, p378, p379, p380, p381, p382, p383) =AVERAGE(q377, q378, q379, q380, q381, q382, q383) =AVERAGE(r377, r378, r379, r380, r381, r382, r383) =AVERAGE(s377, s378, s379, s380, s381, s382, s383) =AVERAGE(t377, t378, t379, t380, t381, t382, t383) =STDEV.P(a377, a378, a379, a380, a381, a382, a383) =STDEV.P(b377, b378, b379, b380, b381, b382, b383) =STDEV.P(c377, c378, c379, c380, c381, c382, c383) =STDEV.P(d377, d378, d379, d380, d381, d382, d383) =STDEV.P(e377, e378, e379, e380, e381, e382, e383) =STDEV.P(f377, f378, f379, f380, f381, f382, f383) =STDEV.P(g377, g378, g379, g380, g381, g382, g383) =STDEV.P(h377, h378, h379, h380, h381, h382, h383) =STDEV.P(i377, i378, i379, i380, i381, i382, i383) =STDEV.P(j377, j378, j379, j380, j381, j382, j383) =STDEV.P(k377, k378, k379, k380, k381, k382, k383) =STDEV.P(l377, l378, l379, l380, l381, l382, l383) =STDEV.P(m377, m378, m379, m380, m381, m382, m383) =STDEV.P(n377, n378, n379, n380, n381, n382, n383) =STDEV.P(o377, o378, o379, o380, o381, o382, o383) =STDEV.P(p377, p378, p379, p380, p381, p382, p383) =STDEV.P(q377, q378, q379, q380, q381, q382, q383) =STDEV.P(r377, r378, r379, r380, r381, r382, r383) =STDEV.P(s377, s378, s379, s380, s381, s382, s383) =STDEV.P(t377, t378, t379, t380, t381, t382, t383)
+=AVERAGE(a384, a385, a386, a387, a388, a389, a390) =AVERAGE(b384, b385, b386, b387, b388, b389, b390) =AVERAGE(c384, c385, c386, c387, c388, c389, c390) =AVERAGE(d384, d385, d386, d387, d388, d389, d390) =AVERAGE(e384, e385, e386, e387, e388, e389, e390) =AVERAGE(f384, f385, f386, f387, f388, f389, f390) =AVERAGE(g384, g385, g386, g387, g388, g389, g390) =AVERAGE(h384, h385, h386, h387, h388, h389, h390) =AVERAGE(i384, i385, i386, i387, i388, i389, i390) =AVERAGE(j384, j385, j386, j387, j388, j389, j390) =AVERAGE(k384, k385, k386, k387, k388, k389, k390) =AVERAGE(l384, l385, l386, l387, l388, l389, l390) =AVERAGE(m384, m385, m386, m387, m388, m389, m390) =AVERAGE(n384, n385, n386, n387, n388, n389, n390) =AVERAGE(o384, o385, o386, o387, o388, o389, o390) =AVERAGE(p384, p385, p386, p387, p388, p389, p390) =AVERAGE(q384, q385, q386, q387, q388, q389, q390) =AVERAGE(r384, r385, r386, r387, r388, r389, r390) =AVERAGE(s384, s385, s386, s387, s388, s389, s390) =AVERAGE(t384, t385, t386, t387, t388, t389, t390) =STDEV.P(a384, a385, a386, a387, a388, a389, a390) =STDEV.P(b384, b385, b386, b387, b388, b389, b390) =STDEV.P(c384, c385, c386, c387, c388, c389, c390) =STDEV.P(d384, d385, d386, d387, d388, d389, d390) =STDEV.P(e384, e385, e386, e387, e388, e389, e390) =STDEV.P(f384, f385, f386, f387, f388, f389, f390) =STDEV.P(g384, g385, g386, g387, g388, g389, g390) =STDEV.P(h384, h385, h386, h387, h388, h389, h390) =STDEV.P(i384, i385, i386, i387, i388, i389, i390) =STDEV.P(j384, j385, j386, j387, j388, j389, j390) =STDEV.P(k384, k385, k386, k387, k388, k389, k390) =STDEV.P(l384, l385, l386, l387, l388, l389, l390) =STDEV.P(m384, m385, m386, m387, m388, m389, m390) =STDEV.P(n384, n385, n386, n387, n388, n389, n390) =STDEV.P(o384, o385, o386, o387, o388, o389, o390) =STDEV.P(p384, p385, p386, p387, p388, p389, p390) =STDEV.P(q384, q385, q386, q387, q388, q389, q390) =STDEV.P(r384, r385, r386, r387, r388, r389, r390) =STDEV.P(s384, s385, s386, s387, s388, s389, s390) =STDEV.P(t384, t385, t386, t387, t388, t389, t390)
+=AVERAGE(a391, a392, a393, a394, a395, a396, a397) =AVERAGE(b391, b392, b393, b394, b395, b396, b397) =AVERAGE(c391, c392, c393, c394, c395, c396, c397) =AVERAGE(d391, d392, d393, d394, d395, d396, d397) =AVERAGE(e391, e392, e393, e394, e395, e396, e397) =AVERAGE(f391, f392, f393, f394, f395, f396, f397) =AVERAGE(g391, g392, g393, g394, g395, g396, g397) =AVERAGE(h391, h392, h393, h394, h395, h396, h397) =AVERAGE(i391, i392, i393, i394, i395, i396, i397) =AVERAGE(j391, j392, j393, j394, j395, j396, j397) =AVERAGE(k391, k392, k393, k394, k395, k396, k397) =AVERAGE(l391, l392, l393, l394, l395, l396, l397) =AVERAGE(m391, m392, m393, m394, m395, m396, m397) =AVERAGE(n391, n392, n393, n394, n395, n396, n397) =AVERAGE(o391, o392, o393, o394, o395, o396, o397) =AVERAGE(p391, p392, p393, p394, p395, p396, p397) =AVERAGE(q391, q392, q393, q394, q395, q396, q397) =AVERAGE(r391, r392, r393, r394, r395, r396, r397) =AVERAGE(s391, s392, s393, s394, s395, s396, s397) =AVERAGE(t391, t392, t393, t394, t395, t396, t397) =STDEV.P(a391, a392, a393, a394, a395, a396, a397) =STDEV.P(b391, b392, b393, b394, b395, b396, b397) =STDEV.P(c391, c392, c393, c394, c395, c396, c397) =STDEV.P(d391, d392, d393, d394, d395, d396, d397) =STDEV.P(e391, e392, e393, e394, e395, e396, e397) =STDEV.P(f391, f392, f393, f394, f395, f396, f397) =STDEV.P(g391, g392, g393, g394, g395, g396, g397) =STDEV.P(h391, h392, h393, h394, h395, h396, h397) =STDEV.P(i391, i392, i393, i394, i395, i396, i397) =STDEV.P(j391, j392, j393, j394, j395, j396, j397) =STDEV.P(k391, k392, k393, k394, k395, k396, k397) =STDEV.P(l391, l392, l393, l394, l395, l396, l397) =STDEV.P(m391, m392, m393, m394, m395, m396, m397) =STDEV.P(n391, n392, n393, n394, n395, n396, n397) =STDEV.P(o391, o392, o393, o394, o395, o396, o397) =STDEV.P(p391, p392, p393, p394, p395, p396, p397) =STDEV.P(q391, q392, q393, q394, q395, q396, q397) =STDEV.P(r391, r392, r393, r394, r395, r396, r397) =STDEV.P(s391, s392, s393, s394, s395, s396, s397) =STDEV.P(t391, t392, t393, t394, t395, t396, t397)
+=AVERAGE(a398, a399, a400, a401, a402, a403, a404) =AVERAGE(b398, b399, b400, b401, b402, b403, b404) =AVERAGE(c398, c399, c400, c401, c402, c403, c404) =AVERAGE(d398, d399, d400, d401, d402, d403, d404) =AVERAGE(e398, e399, e400, e401, e402, e403, e404) =AVERAGE(f398, f399, f400, f401, f402, f403, f404) =AVERAGE(g398, g399, g400, g401, g402, g403, g404) =AVERAGE(h398, h399, h400, h401, h402, h403, h404) =AVERAGE(i398, i399, i400, i401, i402, i403, i404) =AVERAGE(j398, j399, j400, j401, j402, j403, j404) =AVERAGE(k398, k399, k400, k401, k402, k403, k404) =AVERAGE(l398, l399, l400, l401, l402, l403, l404) =AVERAGE(m398, m399, m400, m401, m402, m403, m404) =AVERAGE(n398, n399, n400, n401, n402, n403, n404) =AVERAGE(o398, o399, o400, o401, o402, o403, o404) =AVERAGE(p398, p399, p400, p401, p402, p403, p404) =AVERAGE(q398, q399, q400, q401, q402, q403, q404) =AVERAGE(r398, r399, r400, r401, r402, r403, r404) =AVERAGE(s398, s399, s400, s401, s402, s403, s404) =AVERAGE(t398, t399, t400, t401, t402, t403, t404) =STDEV.P(a398, a399, a400, a401, a402, a403, a404) =STDEV.P(b398, b399, b400, b401, b402, b403, b404) =STDEV.P(c398, c399, c400, c401, c402, c403, c404) =STDEV.P(d398, d399, d400, d401, d402, d403, d404) =STDEV.P(e398, e399, e400, e401, e402, e403, e404) =STDEV.P(f398, f399, f400, f401, f402, f403, f404) =STDEV.P(g398, g399, g400, g401, g402, g403, g404) =STDEV.P(h398, h399, h400, h401, h402, h403, h404) =STDEV.P(i398, i399, i400, i401, i402, i403, i404) =STDEV.P(j398, j399, j400, j401, j402, j403, j404) =STDEV.P(k398, k399, k400, k401, k402, k403, k404) =STDEV.P(l398, l399, l400, l401, l402, l403, l404) =STDEV.P(m398, m399, m400, m401, m402, m403, m404) =STDEV.P(n398, n399, n400, n401, n402, n403, n404) =STDEV.P(o398, o399, o400, o401, o402, o403, o404) =STDEV.P(p398, p399, p400, p401, p402, p403, p404) =STDEV.P(q398, q399, q400, q401, q402, q403, q404) =STDEV.P(r398, r399, r400, r401, r402, r403, r404) =STDEV.P(s398, s399, s400, s401, s402, s403, s404) =STDEV.P(t398, t399, t400, t401, t402, t403, t404)
+=AVERAGE(a405, a406, a407, a408, a409, a410, a411) =AVERAGE(b405, b406, b407, b408, b409, b410, b411) =AVERAGE(c405, c406, c407, c408, c409, c410, c411) =AVERAGE(d405, d406, d407, d408, d409, d410, d411) =AVERAGE(e405, e406, e407, e408, e409, e410, e411) =AVERAGE(f405, f406, f407, f408, f409, f410, f411) =AVERAGE(g405, g406, g407, g408, g409, g410, g411) =AVERAGE(h405, h406, h407, h408, h409, h410, h411) =AVERAGE(i405, i406, i407, i408, i409, i410, i411) =AVERAGE(j405, j406, j407, j408, j409, j410, j411) =AVERAGE(k405, k406, k407, k408, k409, k410, k411) =AVERAGE(l405, l406, l407, l408, l409, l410, l411) =AVERAGE(m405, m406, m407, m408, m409, m410, m411) =AVERAGE(n405, n406, n407, n408, n409, n410, n411) =AVERAGE(o405, o406, o407, o408, o409, o410, o411) =AVERAGE(p405, p406, p407, p408, p409, p410, p411) =AVERAGE(q405, q406, q407, q408, q409, q410, q411) =AVERAGE(r405, r406, r407, r408, r409, r410, r411) =AVERAGE(s405, s406, s407, s408, s409, s410, s411) =AVERAGE(t405, t406, t407, t408, t409, t410, t411) =STDEV.P(a405, a406, a407, a408, a409, a410, a411) =STDEV.P(b405, b406, b407, b408, b409, b410, b411) =STDEV.P(c405, c406, c407, c408, c409, c410, c411) =STDEV.P(d405, d406, d407, d408, d409, d410, d411) =STDEV.P(e405, e406, e407, e408, e409, e410, e411) =STDEV.P(f405, f406, f407, f408, f409, f410, f411) =STDEV.P(g405, g406, g407, g408, g409, g410, g411) =STDEV.P(h405, h406, h407, h408, h409, h410, h411) =STDEV.P(i405, i406, i407, i408, i409, i410, i411) =STDEV.P(j405, j406, j407, j408, j409, j410, j411) =STDEV.P(k405, k406, k407, k408, k409, k410, k411) =STDEV.P(l405, l406, l407, l408, l409, l410, l411) =STDEV.P(m405, m406, m407, m408, m409, m410, m411) =STDEV.P(n405, n406, n407, n408, n409, n410, n411) =STDEV.P(o405, o406, o407, o408, o409, o410, o411) =STDEV.P(p405, p406, p407, p408, p409, p410, p411) =STDEV.P(q405, q406, q407, q408, q409, q410, q411) =STDEV.P(r405, r406, r407, r408, r409, r410, r411) =STDEV.P(s405, s406, s407, s408, s409, s410, s411) =STDEV.P(t405, t406, t407, t408, t409, t410, t411)
+=AVERAGE(a412, a413, a414, a415, a416, a417, a418) =AVERAGE(b412, b413, b414, b415, b416, b417, b418) =AVERAGE(c412, c413, c414, c415, c416, c417, c418) =AVERAGE(d412, d413, d414, d415, d416, d417, d418) =AVERAGE(e412, e413, e414, e415, e416, e417, e418) =AVERAGE(f412, f413, f414, f415, f416, f417, f418) =AVERAGE(g412, g413, g414, g415, g416, g417, g418) =AVERAGE(h412, h413, h414, h415, h416, h417, h418) =AVERAGE(i412, i413, i414, i415, i416, i417, i418) =AVERAGE(j412, j413, j414, j415, j416, j417, j418) =AVERAGE(k412, k413, k414, k415, k416, k417, k418) =AVERAGE(l412, l413, l414, l415, l416, l417, l418) =AVERAGE(m412, m413, m414, m415, m416, m417, m418) =AVERAGE(n412, n413, n414, n415, n416, n417, n418) =AVERAGE(o412, o413, o414, o415, o416, o417, o418) =AVERAGE(p412, p413, p414, p415, p416, p417, p418) =AVERAGE(q412, q413, q414, q415, q416, q417, q418) =AVERAGE(r412, r413, r414, r415, r416, r417, r418) =AVERAGE(s412, s413, s414, s415, s416, s417, s418) =AVERAGE(t412, t413, t414, t415, t416, t417, t418) =STDEV.P(a412, a413, a414, a415, a416, a417, a418) =STDEV.P(b412, b413, b414, b415, b416, b417, b418) =STDEV.P(c412, c413, c414, c415, c416, c417, c418) =STDEV.P(d412, d413, d414, d415, d416, d417, d418) =STDEV.P(e412, e413, e414, e415, e416, e417, e418) =STDEV.P(f412, f413, f414, f415, f416, f417, f418) =STDEV.P(g412, g413, g414, g415, g416, g417, g418) =STDEV.P(h412, h413, h414, h415, h416, h417, h418) =STDEV.P(i412, i413, i414, i415, i416, i417, i418) =STDEV.P(j412, j413, j414, j415, j416, j417, j418) =STDEV.P(k412, k413, k414, k415, k416, k417, k418) =STDEV.P(l412, l413, l414, l415, l416, l417, l418) =STDEV.P(m412, m413, m414, m415, m416, m417, m418) =STDEV.P(n412, n413, n414, n415, n416, n417, n418) =STDEV.P(o412, o413, o414, o415, o416, o417, o418) =STDEV.P(p412, p413, p414, p415, p416, p417, p418) =STDEV.P(q412, q413, q414, q415, q416, q417, q418) =STDEV.P(r412, r413, r414, r415, r416, r417, r418) =STDEV.P(s412, s413, s414, s415, s416, s417, s418) =STDEV.P(t412, t413, t414, t415, t416, t417, t418)
+=AVERAGE(a419, a420, a421, a422, a423, a424, a425) =AVERAGE(b419, b420, b421, b422, b423, b424, b425) =AVERAGE(c419, c420, c421, c422, c423, c424, c425) =AVERAGE(d419, d420, d421, d422, d423, d424, d425) =AVERAGE(e419, e420, e421, e422, e423, e424, e425) =AVERAGE(f419, f420, f421, f422, f423, f424, f425) =AVERAGE(g419, g420, g421, g422, g423, g424, g425) =AVERAGE(h419, h420, h421, h422, h423, h424, h425) =AVERAGE(i419, i420, i421, i422, i423, i424, i425) =AVERAGE(j419, j420, j421, j422, j423, j424, j425) =AVERAGE(k419, k420, k421, k422, k423, k424, k425) =AVERAGE(l419, l420, l421, l422, l423, l424, l425) =AVERAGE(m419, m420, m421, m422, m423, m424, m425) =AVERAGE(n419, n420, n421, n422, n423, n424, n425) =AVERAGE(o419, o420, o421, o422, o423, o424, o425) =AVERAGE(p419, p420, p421, p422, p423, p424, p425) =AVERAGE(q419, q420, q421, q422, q423, q424, q425) =AVERAGE(r419, r420, r421, r422, r423, r424, r425) =AVERAGE(s419, s420, s421, s422, s423, s424, s425) =AVERAGE(t419, t420, t421, t422, t423, t424, t425) =STDEV.P(a419, a420, a421, a422, a423, a424, a425) =STDEV.P(b419, b420, b421, b422, b423, b424, b425) =STDEV.P(c419, c420, c421, c422, c423, c424, c425) =STDEV.P(d419, d420, d421, d422, d423, d424, d425) =STDEV.P(e419, e420, e421, e422, e423, e424, e425) =STDEV.P(f419, f420, f421, f422, f423, f424, f425) =STDEV.P(g419, g420, g421, g422, g423, g424, g425) =STDEV.P(h419, h420, h421, h422, h423, h424, h425) =STDEV.P(i419, i420, i421, i422, i423, i424, i425) =STDEV.P(j419, j420, j421, j422, j423, j424, j425) =STDEV.P(k419, k420, k421, k422, k423, k424, k425) =STDEV.P(l419, l420, l421, l422, l423, l424, l425) =STDEV.P(m419, m420, m421, m422, m423, m424, m425) =STDEV.P(n419, n420, n421, n422, n423, n424, n425) =STDEV.P(o419, o420, o421, o422, o423, o424, o425) =STDEV.P(p419, p420, p421, p422, p423, p424, p425) =STDEV.P(q419, q420, q421, q422, q423, q424, q425) =STDEV.P(r419, r420, r421, r422, r423, r424, r425) =STDEV.P(s419, s420, s421, s422, s423, s424, s425) =STDEV.P(t419, t420, t421, t422, t423, t424, t425)
+=AVERAGE(a426, a427, a428, a429, a430, a431, a432) =AVERAGE(b426, b427, b428, b429, b430, b431, b432) =AVERAGE(c426, c427, c428, c429, c430, c431, c432) =AVERAGE(d426, d427, d428, d429, d430, d431, d432) =AVERAGE(e426, e427, e428, e429, e430, e431, e432) =AVERAGE(f426, f427, f428, f429, f430, f431, f432) =AVERAGE(g426, g427, g428, g429, g430, g431, g432) =AVERAGE(h426, h427, h428, h429, h430, h431, h432) =AVERAGE(i426, i427, i428, i429, i430, i431, i432) =AVERAGE(j426, j427, j428, j429, j430, j431, j432) =AVERAGE(k426, k427, k428, k429, k430, k431, k432) =AVERAGE(l426, l427, l428, l429, l430, l431, l432) =AVERAGE(m426, m427, m428, m429, m430, m431, m432) =AVERAGE(n426, n427, n428, n429, n430, n431, n432) =AVERAGE(o426, o427, o428, o429, o430, o431, o432) =AVERAGE(p426, p427, p428, p429, p430, p431, p432) =AVERAGE(q426, q427, q428, q429, q430, q431, q432) =AVERAGE(r426, r427, r428, r429, r430, r431, r432) =AVERAGE(s426, s427, s428, s429, s430, s431, s432) =AVERAGE(t426, t427, t428, t429, t430, t431, t432) =STDEV.P(a426, a427, a428, a429, a430, a431, a432) =STDEV.P(b426, b427, b428, b429, b430, b431, b432) =STDEV.P(c426, c427, c428, c429, c430, c431, c432) =STDEV.P(d426, d427, d428, d429, d430, d431, d432) =STDEV.P(e426, e427, e428, e429, e430, e431, e432) =STDEV.P(f426, f427, f428, f429, f430, f431, f432) =STDEV.P(g426, g427, g428, g429, g430, g431, g432) =STDEV.P(h426, h427, h428, h429, h430, h431, h432) =STDEV.P(i426, i427, i428, i429, i430, i431, i432) =STDEV.P(j426, j427, j428, j429, j430, j431, j432) =STDEV.P(k426, k427, k428, k429, k430, k431, k432) =STDEV.P(l426, l427, l428, l429, l430, l431, l432) =STDEV.P(m426, m427, m428, m429, m430, m431, m432) =STDEV.P(n426, n427, n428, n429, n430, n431, n432) =STDEV.P(o426, o427, o428, o429, o430, o431, o432) =STDEV.P(p426, p427, p428, p429, p430, p431, p432) =STDEV.P(q426, q427, q428, q429, q430, q431, q432) =STDEV.P(r426, r427, r428, r429, r430, r431, r432) =STDEV.P(s426, s427, s428, s429, s430, s431, s432) =STDEV.P(t426, t427, t428, t429, t430, t431, t432)
+=AVERAGE(a433, a434, a435, a436, a437, a438, a439) =AVERAGE(b433, b434, b435, b436, b437, b438, b439) =AVERAGE(c433, c434, c435, c436, c437, c438, c439) =AVERAGE(d433, d434, d435, d436, d437, d438, d439) =AVERAGE(e433, e434, e435, e436, e437, e438, e439) =AVERAGE(f433, f434, f435, f436, f437, f438, f439) =AVERAGE(g433, g434, g435, g436, g437, g438, g439) =AVERAGE(h433, h434, h435, h436, h437, h438, h439) =AVERAGE(i433, i434, i435, i436, i437, i438, i439) =AVERAGE(j433, j434, j435, j436, j437, j438, j439) =AVERAGE(k433, k434, k435, k436, k437, k438, k439) =AVERAGE(l433, l434, l435, l436, l437, l438, l439) =AVERAGE(m433, m434, m435, m436, m437, m438, m439) =AVERAGE(n433, n434, n435, n436, n437, n438, n439) =AVERAGE(o433, o434, o435, o436, o437, o438, o439) =AVERAGE(p433, p434, p435, p436, p437, p438, p439) =AVERAGE(q433, q434, q435, q436, q437, q438, q439) =AVERAGE(r433, r434, r435, r436, r437, r438, r439) =AVERAGE(s433, s434, s435, s436, s437, s438, s439) =AVERAGE(t433, t434, t435, t436, t437, t438, t439) =STDEV.P(a433, a434, a435, a436, a437, a438, a439) =STDEV.P(b433, b434, b435, b436, b437, b438, b439) =STDEV.P(c433, c434, c435, c436, c437, c438, c439) =STDEV.P(d433, d434, d435, d436, d437, d438, d439) =STDEV.P(e433, e434, e435, e436, e437, e438, e439) =STDEV.P(f433, f434, f435, f436, f437, f438, f439) =STDEV.P(g433, g434, g435, g436, g437, g438, g439) =STDEV.P(h433, h434, h435, h436, h437, h438, h439) =STDEV.P(i433, i434, i435, i436, i437, i438, i439) =STDEV.P(j433, j434, j435, j436, j437, j438, j439) =STDEV.P(k433, k434, k435, k436, k437, k438, k439) =STDEV.P(l433, l434, l435, l436, l437, l438, l439) =STDEV.P(m433, m434, m435, m436, m437, m438, m439) =STDEV.P(n433, n434, n435, n436, n437, n438, n439) =STDEV.P(o433, o434, o435, o436, o437, o438, o439) =STDEV.P(p433, p434, p435, p436, p437, p438, p439) =STDEV.P(q433, q434, q435, q436, q437, q438, q439) =STDEV.P(r433, r434, r435, r436, r437, r438, r439) =STDEV.P(s433, s434, s435, s436, s437, s438, s439) =STDEV.P(t433, t434, t435, t436, t437, t438, t439)
+=AVERAGE(a440, a441, a442, a443, a444, a445, a446) =AVERAGE(b440, b441, b442, b443, b444, b445, b446) =AVERAGE(c440, c441, c442, c443, c444, c445, c446) =AVERAGE(d440, d441, d442, d443, d444, d445, d446) =AVERAGE(e440, e441, e442, e443, e444, e445, e446) =AVERAGE(f440, f441, f442, f443, f444, f445, f446) =AVERAGE(g440, g441, g442, g443, g444, g445, g446) =AVERAGE(h440, h441, h442, h443, h444, h445, h446) =AVERAGE(i440, i441, i442, i443, i444, i445, i446) =AVERAGE(j440, j441, j442, j443, j444, j445, j446) =AVERAGE(k440, k441, k442, k443, k444, k445, k446) =AVERAGE(l440, l441, l442, l443, l444, l445, l446) =AVERAGE(m440, m441, m442, m443, m444, m445, m446) =AVERAGE(n440, n441, n442, n443, n444, n445, n446) =AVERAGE(o440, o441, o442, o443, o444, o445, o446) =AVERAGE(p440, p441, p442, p443, p444, p445, p446) =AVERAGE(q440, q441, q442, q443, q444, q445, q446) =AVERAGE(r440, r441, r442, r443, r444, r445, r446) =AVERAGE(s440, s441, s442, s443, s444, s445, s446) =AVERAGE(t440, t441, t442, t443, t444, t445, t446) =STDEV.P(a440, a441, a442, a443, a444, a445, a446) =STDEV.P(b440, b441, b442, b443, b444, b445, b446) =STDEV.P(c440, c441, c442, c443, c444, c445, c446) =STDEV.P(d440, d441, d442, d443, d444, d445, d446) =STDEV.P(e440, e441, e442, e443, e444, e445, e446) =STDEV.P(f440, f441, f442, f443, f444, f445, f446) =STDEV.P(g440, g441, g442, g443, g444, g445, g446) =STDEV.P(h440, h441, h442, h443, h444, h445, h446) =STDEV.P(i440, i441, i442, i443, i444, i445, i446) =STDEV.P(j440, j441, j442, j443, j444, j445, j446) =STDEV.P(k440, k441, k442, k443, k444, k445, k446) =STDEV.P(l440, l441, l442, l443, l444, l445, l446) =STDEV.P(m440, m441, m442, m443, m444, m445, m446) =STDEV.P(n440, n441, n442, n443, n444, n445, n446) =STDEV.P(o440, o441, o442, o443, o444, o445, o446) =STDEV.P(p440, p441, p442, p443, p444, p445, p446) =STDEV.P(q440, q441, q442, q443, q444, q445, q446) =STDEV.P(r440, r441, r442, r443, r444, r445, r446) =STDEV.P(s440, s441, s442, s443, s444, s445, s446) =STDEV.P(t440, t441, t442, t443, t444, t445, t446)
+=AVERAGE(a447, a448, a449, a450, a451, a452) =AVERAGE(b447, b448, b449, b450, b451, b452) =AVERAGE(c447, c448, c449, c450, c451, c452) =AVERAGE(d447, d448, d449, d450, d451, d452) =AVERAGE(e447, e448, e449, e450, e451, e452) =AVERAGE(f447, f448, f449, f450, f451, f452) =AVERAGE(g447, g448, g449, g450, g451, g452) =AVERAGE(h447, h448, h449, h450, h451, h452) =AVERAGE(i447, i448, i449, i450, i451, i452) =AVERAGE(j447, j448, j449, j450, j451, j452) =AVERAGE(k447, k448, k449, k450, k451, k452) =AVERAGE(l447, l448, l449, l450, l451, l452) =AVERAGE(m447, m448, m449, m450, m451, m452) =AVERAGE(n447, n448, n449, n450, n451, n452) =AVERAGE(o447, o448, o449, o450, o451, o452) =AVERAGE(p447, p448, p449, p450, p451, p452) =AVERAGE(q447, q448, q449, q450, q451, q452) =AVERAGE(r447, r448, r449, r450, r451, r452) =AVERAGE(s447, s448, s449, s450, s451, s452) =AVERAGE(t447, t448, t449, t450, t451, t452) =STDEV.P(a447, a448, a449, a450, a451, a452) =STDEV.P(b447, b448, b449, b450, b451, b452) =STDEV.P(c447, c448, c449, c450, c451, c452) =STDEV.P(d447, d448, d449, d450, d451, d452) =STDEV.P(e447, e448, e449, e450, e451, e452) =STDEV.P(f447, f448, f449, f450, f451, f452) =STDEV.P(g447, g448, g449, g450, g451, g452) =STDEV.P(h447, h448, h449, h450, h451, h452) =STDEV.P(i447, i448, i449, i450, i451, i452) =STDEV.P(j447, j448, j449, j450, j451, j452) =STDEV.P(k447, k448, k449, k450, k451, k452) =STDEV.P(l447, l448, l449, l450, l451, l452) =STDEV.P(m447, m448, m449, m450, m451, m452) =STDEV.P(n447, n448, n449, n450, n451, n452) =STDEV.P(o447, o448, o449, o450, o451, o452) =STDEV.P(p447, p448, p449, p450, p451, p452) =STDEV.P(q447, q448, q449, q450, q451, q452) =STDEV.P(r447, r448, r449, r450, r451, r452) =STDEV.P(s447, s448, s449, s450, s451, s452) =STDEV.P(t447, t448, t449, t450, t451, t452)
+=AVERAGE(a453, a454, a455, a456, a457, a458) =AVERAGE(b453, b454, b455, b456, b457, b458) =AVERAGE(c453, c454, c455, c456, c457, c458) =AVERAGE(d453, d454, d455, d456, d457, d458) =AVERAGE(e453, e454, e455, e456, e457, e458) =AVERAGE(f453, f454, f455, f456, f457, f458) =AVERAGE(g453, g454, g455, g456, g457, g458) =AVERAGE(h453, h454, h455, h456, h457, h458) =AVERAGE(i453, i454, i455, i456, i457, i458) =AVERAGE(j453, j454, j455, j456, j457, j458) =AVERAGE(k453, k454, k455, k456, k457, k458) =AVERAGE(l453, l454, l455, l456, l457, l458) =AVERAGE(m453, m454, m455, m456, m457, m458) =AVERAGE(n453, n454, n455, n456, n457, n458) =AVERAGE(o453, o454, o455, o456, o457, o458) =AVERAGE(p453, p454, p455, p456, p457, p458) =AVERAGE(q453, q454, q455, q456, q457, q458) =AVERAGE(r453, r454, r455, r456, r457, r458) =AVERAGE(s453, s454, s455, s456, s457, s458) =AVERAGE(t453, t454, t455, t456, t457, t458) =STDEV.P(a453, a454, a455, a456, a457, a458) =STDEV.P(b453, b454, b455, b456, b457, b458) =STDEV.P(c453, c454, c455, c456, c457, c458) =STDEV.P(d453, d454, d455, d456, d457, d458) =STDEV.P(e453, e454, e455, e456, e457, e458) =STDEV.P(f453, f454, f455, f456, f457, f458) =STDEV.P(g453, g454, g455, g456, g457, g458) =STDEV.P(h453, h454, h455, h456, h457, h458) =STDEV.P(i453, i454, i455, i456, i457, i458) =STDEV.P(j453, j454, j455, j456, j457, j458) =STDEV.P(k453, k454, k455, k456, k457, k458) =STDEV.P(l453, l454, l455, l456, l457, l458) =STDEV.P(m453, m454, m455, m456, m457, m458) =STDEV.P(n453, n454, n455, n456, n457, n458) =STDEV.P(o453, o454, o455, o456, o457, o458) =STDEV.P(p453, p454, p455, p456, p457, p458) =STDEV.P(q453, q454, q455, q456, q457, q458) =STDEV.P(r453, r454, r455, r456, r457, r458) =STDEV.P(s453, s454, s455, s456, s457, s458) =STDEV.P(t453, t454, t455, t456, t457, t458)
+=AVERAGE(a459, a460, a461, a462, a463, a464) =AVERAGE(b459, b460, b461, b462, b463, b464) =AVERAGE(c459, c460, c461, c462, c463, c464) =AVERAGE(d459, d460, d461, d462, d463, d464) =AVERAGE(e459, e460, e461, e462, e463, e464) =AVERAGE(f459, f460, f461, f462, f463, f464) =AVERAGE(g459, g460, g461, g462, g463, g464) =AVERAGE(h459, h460, h461, h462, h463, h464) =AVERAGE(i459, i460, i461, i462, i463, i464) =AVERAGE(j459, j460, j461, j462, j463, j464) =AVERAGE(k459, k460, k461, k462, k463, k464) =AVERAGE(l459, l460, l461, l462, l463, l464) =AVERAGE(m459, m460, m461, m462, m463, m464) =AVERAGE(n459, n460, n461, n462, n463, n464) =AVERAGE(o459, o460, o461, o462, o463, o464) =AVERAGE(p459, p460, p461, p462, p463, p464) =AVERAGE(q459, q460, q461, q462, q463, q464) =AVERAGE(r459, r460, r461, r462, r463, r464) =AVERAGE(s459, s460, s461, s462, s463, s464) =AVERAGE(t459, t460, t461, t462, t463, t464) =STDEV.P(a459, a460, a461, a462, a463, a464) =STDEV.P(b459, b460, b461, b462, b463, b464) =STDEV.P(c459, c460, c461, c462, c463, c464) =STDEV.P(d459, d460, d461, d462, d463, d464) =STDEV.P(e459, e460, e461, e462, e463, e464) =STDEV.P(f459, f460, f461, f462, f463, f464) =STDEV.P(g459, g460, g461, g462, g463, g464) =STDEV.P(h459, h460, h461, h462, h463, h464) =STDEV.P(i459, i460, i461, i462, i463, i464) =STDEV.P(j459, j460, j461, j462, j463, j464) =STDEV.P(k459, k460, k461, k462, k463, k464) =STDEV.P(l459, l460, l461, l462, l463, l464) =STDEV.P(m459, m460, m461, m462, m463, m464) =STDEV.P(n459, n460, n461, n462, n463, n464) =STDEV.P(o459, o460, o461, o462, o463, o464) =STDEV.P(p459, p460, p461, p462, p463, p464) =STDEV.P(q459, q460, q461, q462, q463, q464) =STDEV.P(r459, r460, r461, r462, r463, r464) =STDEV.P(s459, s460, s461, s462, s463, s464) =STDEV.P(t459, t460, t461, t462, t463, t464)
+=AVERAGE(a465, a466, a467, a468, a469, a470) =AVERAGE(b465, b466, b467, b468, b469, b470) =AVERAGE(c465, c466, c467, c468, c469, c470) =AVERAGE(d465, d466, d467, d468, d469, d470) =AVERAGE(e465, e466, e467, e468, e469, e470) =AVERAGE(f465, f466, f467, f468, f469, f470) =AVERAGE(g465, g466, g467, g468, g469, g470) =AVERAGE(h465, h466, h467, h468, h469, h470) =AVERAGE(i465, i466, i467, i468, i469, i470) =AVERAGE(j465, j466, j467, j468, j469, j470) =AVERAGE(k465, k466, k467, k468, k469, k470) =AVERAGE(l465, l466, l467, l468, l469, l470) =AVERAGE(m465, m466, m467, m468, m469, m470) =AVERAGE(n465, n466, n467, n468, n469, n470) =AVERAGE(o465, o466, o467, o468, o469, o470) =AVERAGE(p465, p466, p467, p468, p469, p470) =AVERAGE(q465, q466, q467, q468, q469, q470) =AVERAGE(r465, r466, r467, r468, r469, r470) =AVERAGE(s465, s466, s467, s468, s469, s470) =AVERAGE(t465, t466, t467, t468, t469, t470) =STDEV.P(a465, a466, a467, a468, a469, a470) =STDEV.P(b465, b466, b467, b468, b469, b470) =STDEV.P(c465, c466, c467, c468, c469, c470) =STDEV.P(d465, d466, d467, d468, d469, d470) =STDEV.P(e465, e466, e467, e468, e469, e470) =STDEV.P(f465, f466, f467, f468, f469, f470) =STDEV.P(g465, g466, g467, g468, g469, g470) =STDEV.P(h465, h466, h467, h468, h469, h470) =STDEV.P(i465, i466, i467, i468, i469, i470) =STDEV.P(j465, j466, j467, j468, j469, j470) =STDEV.P(k465, k466, k467, k468, k469, k470) =STDEV.P(l465, l466, l467, l468, l469, l470) =STDEV.P(m465, m466, m467, m468, m469, m470) =STDEV.P(n465, n466, n467, n468, n469, n470) =STDEV.P(o465, o466, o467, o468, o469, o470) =STDEV.P(p465, p466, p467, p468, p469, p470) =STDEV.P(q465, q466, q467, q468, q469, q470) =STDEV.P(r465, r466, r467, r468, r469, r470) =STDEV.P(s465, s466, s467, s468, s469, s470) =STDEV.P(t465, t466, t467, t468, t469, t470)
+=AVERAGE(a471, a472, a473, a474, a475, a476) =AVERAGE(b471, b472, b473, b474, b475, b476) =AVERAGE(c471, c472, c473, c474, c475, c476) =AVERAGE(d471, d472, d473, d474, d475, d476) =AVERAGE(e471, e472, e473, e474, e475, e476) =AVERAGE(f471, f472, f473, f474, f475, f476) =AVERAGE(g471, g472, g473, g474, g475, g476) =AVERAGE(h471, h472, h473, h474, h475, h476) =AVERAGE(i471, i472, i473, i474, i475, i476) =AVERAGE(j471, j472, j473, j474, j475, j476) =AVERAGE(k471, k472, k473, k474, k475, k476) =AVERAGE(l471, l472, l473, l474, l475, l476) =AVERAGE(m471, m472, m473, m474, m475, m476) =AVERAGE(n471, n472, n473, n474, n475, n476) =AVERAGE(o471, o472, o473, o474, o475, o476) =AVERAGE(p471, p472, p473, p474, p475, p476) =AVERAGE(q471, q472, q473, q474, q475, q476) =AVERAGE(r471, r472, r473, r474, r475, r476) =AVERAGE(s471, s472, s473, s474, s475, s476) =AVERAGE(t471, t472, t473, t474, t475, t476) =STDEV.P(a471, a472, a473, a474, a475, a476) =STDEV.P(b471, b472, b473, b474, b475, b476) =STDEV.P(c471, c472, c473, c474, c475, c476) =STDEV.P(d471, d472, d473, d474, d475, d476) =STDEV.P(e471, e472, e473, e474, e475, e476) =STDEV.P(f471, f472, f473, f474, f475, f476) =STDEV.P(g471, g472, g473, g474, g475, g476) =STDEV.P(h471, h472, h473, h474, h475, h476) =STDEV.P(i471, i472, i473, i474, i475, i476) =STDEV.P(j471, j472, j473, j474, j475, j476) =STDEV.P(k471, k472, k473, k474, k475, k476) =STDEV.P(l471, l472, l473, l474, l475, l476) =STDEV.P(m471, m472, m473, m474, m475, m476) =STDEV.P(n471, n472, n473, n474, n475, n476) =STDEV.P(o471, o472, o473, o474, o475, o476) =STDEV.P(p471, p472, p473, p474, p475, p476) =STDEV.P(q471, q472, q473, q474, q475, q476) =STDEV.P(r471, r472, r473, r474, r475, r476) =STDEV.P(s471, s472, s473, s474, s475, s476) =STDEV.P(t471, t472, t473, t474, t475, t476)
+
+0 0 0 0.0001 0 13.396 3.723 36 6 44 6 0 0.0001 0 13.396 3.723 36 6 44 6
+0 0 0 0.0001 0 12.716 3.642 12 6 20 6 0 0.0001 0 12.716 3.642 12 6 20 6
+0 0 0 0.0001 0 13.08 3.682 7 2 14 5 0 0.0001 0 13.08 3.682 7 2 14 5
+0 0 0 0.0001 0 13.137 3.675 12 4 9 5 0 0.0001 0 13.137 3.675 12 4 9 5
+0 0 0 0.0001 0 13.258 3.709 36 6 8 3 0 0.0001 0 13.258 3.709 36 6 8 3
+0 0 0 0.0001 0 12.945 3.655 35 5 4 2 0 0.0001 0 12.945 3.655 35 5 4 2
+0 0 0 0.0001 0 13.112 3.651 9 3 58 6 0 0.0001 0 13.112 3.651 9 3 58 6
+0 0 0 0.0002 0 13.13 3.653 16 4 14 5 0 0.0002 0 13.13 3.653 16 4 14 5
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+50 0 0.0053 0.0135 0 96.497 14.343 112 16 32 8 0.0023 0.0148 0 55.845 10.333 91 16 14 5
+50 0 0.0599 0.5286 0 65.02 14.497 69 17 33 11 0.0097 0.5286 0 54.747 11.118 69 17 12 3
diff --git a/PartA/crossover_100_mutation_100_elitism_2/.~lock.crossover_100_mutation_100_elitism_2.tsv# b/PartA/crossover_100_mutation_100_elitism_2/.~lock.crossover_100_mutation_100_elitism_2.tsv#
new file mode 100644
index 0000000..b306c28
--- /dev/null
+++ b/PartA/crossover_100_mutation_100_elitism_2/.~lock.crossover_100_mutation_100_elitism_2.tsv#
@@ -0,0 +1 @@
+,brett,laforge,15.02.2024 22:10,file:///home/brett/.config/libreoffice/4;
\ No newline at end of file
diff --git a/PartA/crossover_100_mutation_100_elitism_2/aggregated.tsv b/PartA/crossover_100_mutation_100_elitism_2/aggregated.tsv
index 609cd20..690bbcc 100644
--- a/PartA/crossover_100_mutation_100_elitism_2/aggregated.tsv
+++ b/PartA/crossover_100_mutation_100_elitism_2/aggregated.tsv
@@ -1,5 +1,5 @@
-Generation limit Mean: 33
-Generation limit Mode: 50 (4)
+Runs Generation Count Mean: 33
+Runs Generation Count Mode: 50 occurred (4) time(s)
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0 0.0001 0 13.1071 3.6725 20 4 20 5 0 0.0001 0 13.1071 3.6725 20 4 20 5
1 0 0 0.0001 0 13.1825 4.1323 18 4 20 5 0 0.0001 0 13.1448 3.9026 18 4 20 5
diff --git a/PartA/crossover_100_mutation_100_elitism_2/crossover_100_mutation_100_elitism_2.tsv b/PartA/crossover_100_mutation_100_elitism_2/crossover_100_mutation_100_elitism_2.tsv
new file mode 100644
index 0000000..cfb40b1
--- /dev/null
+++ b/PartA/crossover_100_mutation_100_elitism_2/crossover_100_mutation_100_elitism_2.tsv
@@ -0,0 +1,394 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52)
+=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73)
+=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83)
+=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93)
+=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103)
+=AVERAGE(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =AVERAGE(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =AVERAGE(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =AVERAGE(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =AVERAGE(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =AVERAGE(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =AVERAGE(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =AVERAGE(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =AVERAGE(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =AVERAGE(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =AVERAGE(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =AVERAGE(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =AVERAGE(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =AVERAGE(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =AVERAGE(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =AVERAGE(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =AVERAGE(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =AVERAGE(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =AVERAGE(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =AVERAGE(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113) =STDEV.P(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =STDEV.P(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =STDEV.P(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =STDEV.P(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =STDEV.P(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =STDEV.P(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =STDEV.P(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =STDEV.P(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =STDEV.P(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =STDEV.P(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =STDEV.P(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =STDEV.P(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =STDEV.P(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =STDEV.P(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =STDEV.P(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =STDEV.P(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =STDEV.P(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =STDEV.P(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =STDEV.P(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =STDEV.P(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113)
+=AVERAGE(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =AVERAGE(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =AVERAGE(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =AVERAGE(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =AVERAGE(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =AVERAGE(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =AVERAGE(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =AVERAGE(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =AVERAGE(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =AVERAGE(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =AVERAGE(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =AVERAGE(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =AVERAGE(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =AVERAGE(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =AVERAGE(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =AVERAGE(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =AVERAGE(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =AVERAGE(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =AVERAGE(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =AVERAGE(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123) =STDEV.P(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =STDEV.P(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =STDEV.P(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =STDEV.P(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =STDEV.P(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =STDEV.P(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =STDEV.P(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =STDEV.P(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =STDEV.P(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =STDEV.P(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =STDEV.P(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =STDEV.P(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =STDEV.P(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =STDEV.P(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =STDEV.P(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =STDEV.P(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =STDEV.P(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =STDEV.P(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =STDEV.P(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =STDEV.P(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123)
+=AVERAGE(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =AVERAGE(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =AVERAGE(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =AVERAGE(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =AVERAGE(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =AVERAGE(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =AVERAGE(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =AVERAGE(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =AVERAGE(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =AVERAGE(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =AVERAGE(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =AVERAGE(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =AVERAGE(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =AVERAGE(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =AVERAGE(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =AVERAGE(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =AVERAGE(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =AVERAGE(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =AVERAGE(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =AVERAGE(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133) =STDEV.P(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =STDEV.P(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =STDEV.P(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =STDEV.P(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =STDEV.P(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =STDEV.P(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =STDEV.P(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =STDEV.P(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =STDEV.P(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =STDEV.P(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =STDEV.P(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =STDEV.P(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =STDEV.P(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =STDEV.P(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =STDEV.P(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =STDEV.P(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =STDEV.P(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =STDEV.P(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =STDEV.P(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =STDEV.P(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133)
+=AVERAGE(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =AVERAGE(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =AVERAGE(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =AVERAGE(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =AVERAGE(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =AVERAGE(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =AVERAGE(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =AVERAGE(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =AVERAGE(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =AVERAGE(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =AVERAGE(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =AVERAGE(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =AVERAGE(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =AVERAGE(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =AVERAGE(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =AVERAGE(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =AVERAGE(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =AVERAGE(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =AVERAGE(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =AVERAGE(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143) =STDEV.P(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =STDEV.P(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =STDEV.P(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =STDEV.P(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =STDEV.P(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =STDEV.P(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =STDEV.P(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =STDEV.P(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =STDEV.P(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =STDEV.P(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =STDEV.P(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =STDEV.P(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =STDEV.P(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =STDEV.P(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =STDEV.P(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =STDEV.P(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =STDEV.P(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =STDEV.P(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =STDEV.P(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =STDEV.P(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143)
+=AVERAGE(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =AVERAGE(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =AVERAGE(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =AVERAGE(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =AVERAGE(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =AVERAGE(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =AVERAGE(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =AVERAGE(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =AVERAGE(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =AVERAGE(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =AVERAGE(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =AVERAGE(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =AVERAGE(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =AVERAGE(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =AVERAGE(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =AVERAGE(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =AVERAGE(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =AVERAGE(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =AVERAGE(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =AVERAGE(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153) =STDEV.P(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =STDEV.P(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =STDEV.P(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =STDEV.P(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =STDEV.P(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =STDEV.P(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =STDEV.P(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =STDEV.P(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =STDEV.P(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =STDEV.P(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =STDEV.P(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =STDEV.P(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =STDEV.P(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =STDEV.P(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =STDEV.P(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =STDEV.P(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =STDEV.P(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =STDEV.P(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =STDEV.P(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =STDEV.P(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153)
+=AVERAGE(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =AVERAGE(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =AVERAGE(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =AVERAGE(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =AVERAGE(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =AVERAGE(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =AVERAGE(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =AVERAGE(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =AVERAGE(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =AVERAGE(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =AVERAGE(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =AVERAGE(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =AVERAGE(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =AVERAGE(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =AVERAGE(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =AVERAGE(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =AVERAGE(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =AVERAGE(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =AVERAGE(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =AVERAGE(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163) =STDEV.P(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =STDEV.P(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =STDEV.P(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =STDEV.P(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =STDEV.P(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =STDEV.P(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =STDEV.P(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =STDEV.P(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =STDEV.P(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =STDEV.P(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =STDEV.P(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =STDEV.P(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =STDEV.P(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =STDEV.P(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =STDEV.P(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =STDEV.P(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =STDEV.P(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =STDEV.P(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =STDEV.P(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =STDEV.P(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163)
+=AVERAGE(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =AVERAGE(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =AVERAGE(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =AVERAGE(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =AVERAGE(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =AVERAGE(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =AVERAGE(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =AVERAGE(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =AVERAGE(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =AVERAGE(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =AVERAGE(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =AVERAGE(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =AVERAGE(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =AVERAGE(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =AVERAGE(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =AVERAGE(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =AVERAGE(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =AVERAGE(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =AVERAGE(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =AVERAGE(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173) =STDEV.P(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =STDEV.P(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =STDEV.P(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =STDEV.P(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =STDEV.P(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =STDEV.P(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =STDEV.P(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =STDEV.P(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =STDEV.P(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =STDEV.P(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =STDEV.P(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =STDEV.P(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =STDEV.P(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =STDEV.P(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =STDEV.P(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =STDEV.P(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =STDEV.P(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =STDEV.P(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =STDEV.P(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =STDEV.P(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173)
+=AVERAGE(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =AVERAGE(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =AVERAGE(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =AVERAGE(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =AVERAGE(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =AVERAGE(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =AVERAGE(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =AVERAGE(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =AVERAGE(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =AVERAGE(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =AVERAGE(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =AVERAGE(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =AVERAGE(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =AVERAGE(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =AVERAGE(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =AVERAGE(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =AVERAGE(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =AVERAGE(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =AVERAGE(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =AVERAGE(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183) =STDEV.P(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =STDEV.P(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =STDEV.P(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =STDEV.P(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =STDEV.P(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =STDEV.P(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =STDEV.P(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =STDEV.P(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =STDEV.P(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =STDEV.P(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =STDEV.P(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =STDEV.P(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =STDEV.P(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =STDEV.P(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =STDEV.P(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =STDEV.P(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =STDEV.P(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =STDEV.P(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =STDEV.P(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =STDEV.P(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183)
+=AVERAGE(a184, a185, a186, a187, a188, a189, a190, a191, a192, a193) =AVERAGE(b184, b185, b186, b187, b188, b189, b190, b191, b192, b193) =AVERAGE(c184, c185, c186, c187, c188, c189, c190, c191, c192, c193) =AVERAGE(d184, d185, d186, d187, d188, d189, d190, d191, d192, d193) =AVERAGE(e184, e185, e186, e187, e188, e189, e190, e191, e192, e193) =AVERAGE(f184, f185, f186, f187, f188, f189, f190, f191, f192, f193) =AVERAGE(g184, g185, g186, g187, g188, g189, g190, g191, g192, g193) =AVERAGE(h184, h185, h186, h187, h188, h189, h190, h191, h192, h193) =AVERAGE(i184, i185, i186, i187, i188, i189, i190, i191, i192, i193) =AVERAGE(j184, j185, j186, j187, j188, j189, j190, j191, j192, j193) =AVERAGE(k184, k185, k186, k187, k188, k189, k190, k191, k192, k193) =AVERAGE(l184, l185, l186, l187, l188, l189, l190, l191, l192, l193) =AVERAGE(m184, m185, m186, m187, m188, m189, m190, m191, m192, m193) =AVERAGE(n184, n185, n186, n187, n188, n189, n190, n191, n192, n193) =AVERAGE(o184, o185, o186, o187, o188, o189, o190, o191, o192, o193) =AVERAGE(p184, p185, p186, p187, p188, p189, p190, p191, p192, p193) =AVERAGE(q184, q185, q186, q187, q188, q189, q190, q191, q192, q193) =AVERAGE(r184, r185, r186, r187, r188, r189, r190, r191, r192, r193) =AVERAGE(s184, s185, s186, s187, s188, s189, s190, s191, s192, s193) =AVERAGE(t184, t185, t186, t187, t188, t189, t190, t191, t192, t193) =STDEV.P(a184, a185, a186, a187, a188, a189, a190, a191, a192, a193) =STDEV.P(b184, b185, b186, b187, b188, b189, b190, b191, b192, b193) =STDEV.P(c184, c185, c186, c187, c188, c189, c190, c191, c192, c193) =STDEV.P(d184, d185, d186, d187, d188, d189, d190, d191, d192, d193) =STDEV.P(e184, e185, e186, e187, e188, e189, e190, e191, e192, e193) =STDEV.P(f184, f185, f186, f187, f188, f189, f190, f191, f192, f193) =STDEV.P(g184, g185, g186, g187, g188, g189, g190, g191, g192, g193) =STDEV.P(h184, h185, h186, h187, h188, h189, h190, h191, h192, h193) =STDEV.P(i184, i185, i186, i187, i188, i189, i190, i191, i192, i193) =STDEV.P(j184, j185, j186, j187, j188, j189, j190, j191, j192, j193) =STDEV.P(k184, k185, k186, k187, k188, k189, k190, k191, k192, k193) =STDEV.P(l184, l185, l186, l187, l188, l189, l190, l191, l192, l193) =STDEV.P(m184, m185, m186, m187, m188, m189, m190, m191, m192, m193) =STDEV.P(n184, n185, n186, n187, n188, n189, n190, n191, n192, n193) =STDEV.P(o184, o185, o186, o187, o188, o189, o190, o191, o192, o193) =STDEV.P(p184, p185, p186, p187, p188, p189, p190, p191, p192, p193) =STDEV.P(q184, q185, q186, q187, q188, q189, q190, q191, q192, q193) =STDEV.P(r184, r185, r186, r187, r188, r189, r190, r191, r192, r193) =STDEV.P(s184, s185, s186, s187, s188, s189, s190, s191, s192, s193) =STDEV.P(t184, t185, t186, t187, t188, t189, t190, t191, t192, t193)
+=AVERAGE(a194, a195, a196, a197, a198, a199, a200, a201, a202, a203) =AVERAGE(b194, b195, b196, b197, b198, b199, b200, b201, b202, b203) =AVERAGE(c194, c195, c196, c197, c198, c199, c200, c201, c202, c203) =AVERAGE(d194, d195, d196, d197, d198, d199, d200, d201, d202, d203) =AVERAGE(e194, e195, e196, e197, e198, e199, e200, e201, e202, e203) =AVERAGE(f194, f195, f196, f197, f198, f199, f200, f201, f202, f203) =AVERAGE(g194, g195, g196, g197, g198, g199, g200, g201, g202, g203) =AVERAGE(h194, h195, h196, h197, h198, h199, h200, h201, h202, h203) =AVERAGE(i194, i195, i196, i197, i198, i199, i200, i201, i202, i203) =AVERAGE(j194, j195, j196, j197, j198, j199, j200, j201, j202, j203) =AVERAGE(k194, k195, k196, k197, k198, k199, k200, k201, k202, k203) =AVERAGE(l194, l195, l196, l197, l198, l199, l200, l201, l202, l203) =AVERAGE(m194, m195, m196, m197, m198, m199, m200, m201, m202, m203) =AVERAGE(n194, n195, n196, n197, n198, n199, n200, n201, n202, n203) =AVERAGE(o194, o195, o196, o197, o198, o199, o200, o201, o202, o203) =AVERAGE(p194, p195, p196, p197, p198, p199, p200, p201, p202, p203) =AVERAGE(q194, q195, q196, q197, q198, q199, q200, q201, q202, q203) =AVERAGE(r194, r195, r196, r197, r198, r199, r200, r201, r202, r203) =AVERAGE(s194, s195, s196, s197, s198, s199, s200, s201, s202, s203) =AVERAGE(t194, t195, t196, t197, t198, t199, t200, t201, t202, t203) =STDEV.P(a194, a195, a196, a197, a198, a199, a200, a201, a202, a203) =STDEV.P(b194, b195, b196, b197, b198, b199, b200, b201, b202, b203) =STDEV.P(c194, c195, c196, c197, c198, c199, c200, c201, c202, c203) =STDEV.P(d194, d195, d196, d197, d198, d199, d200, d201, d202, d203) =STDEV.P(e194, e195, e196, e197, e198, e199, e200, e201, e202, e203) =STDEV.P(f194, f195, f196, f197, f198, f199, f200, f201, f202, f203) =STDEV.P(g194, g195, g196, g197, g198, g199, g200, g201, g202, g203) =STDEV.P(h194, h195, h196, h197, h198, h199, h200, h201, h202, h203) =STDEV.P(i194, i195, i196, i197, i198, i199, i200, i201, i202, i203) =STDEV.P(j194, j195, j196, j197, j198, j199, j200, j201, j202, j203) =STDEV.P(k194, k195, k196, k197, k198, k199, k200, k201, k202, k203) =STDEV.P(l194, l195, l196, l197, l198, l199, l200, l201, l202, l203) =STDEV.P(m194, m195, m196, m197, m198, m199, m200, m201, m202, m203) =STDEV.P(n194, n195, n196, n197, n198, n199, n200, n201, n202, n203) =STDEV.P(o194, o195, o196, o197, o198, o199, o200, o201, o202, o203) =STDEV.P(p194, p195, p196, p197, p198, p199, p200, p201, p202, p203) =STDEV.P(q194, q195, q196, q197, q198, q199, q200, q201, q202, q203) =STDEV.P(r194, r195, r196, r197, r198, r199, r200, r201, r202, r203) =STDEV.P(s194, s195, s196, s197, s198, s199, s200, s201, s202, s203) =STDEV.P(t194, t195, t196, t197, t198, t199, t200, t201, t202, t203)
+=AVERAGE(a204, a205, a206, a207, a208, a209, a210, a211, a212) =AVERAGE(b204, b205, b206, b207, b208, b209, b210, b211, b212) =AVERAGE(c204, c205, c206, c207, c208, c209, c210, c211, c212) =AVERAGE(d204, d205, d206, d207, d208, d209, d210, d211, d212) =AVERAGE(e204, e205, e206, e207, e208, e209, e210, e211, e212) =AVERAGE(f204, f205, f206, f207, f208, f209, f210, f211, f212) =AVERAGE(g204, g205, g206, g207, g208, g209, g210, g211, g212) =AVERAGE(h204, h205, h206, h207, h208, h209, h210, h211, h212) =AVERAGE(i204, i205, i206, i207, i208, i209, i210, i211, i212) =AVERAGE(j204, j205, j206, j207, j208, j209, j210, j211, j212) =AVERAGE(k204, k205, k206, k207, k208, k209, k210, k211, k212) =AVERAGE(l204, l205, l206, l207, l208, l209, l210, l211, l212) =AVERAGE(m204, m205, m206, m207, m208, m209, m210, m211, m212) =AVERAGE(n204, n205, n206, n207, n208, n209, n210, n211, n212) =AVERAGE(o204, o205, o206, o207, o208, o209, o210, o211, o212) =AVERAGE(p204, p205, p206, p207, p208, p209, p210, p211, p212) =AVERAGE(q204, q205, q206, q207, q208, q209, q210, q211, q212) =AVERAGE(r204, r205, r206, r207, r208, r209, r210, r211, r212) =AVERAGE(s204, s205, s206, s207, s208, s209, s210, s211, s212) =AVERAGE(t204, t205, t206, t207, t208, t209, t210, t211, t212) =STDEV.P(a204, a205, a206, a207, a208, a209, a210, a211, a212) =STDEV.P(b204, b205, b206, b207, b208, b209, b210, b211, b212) =STDEV.P(c204, c205, c206, c207, c208, c209, c210, c211, c212) =STDEV.P(d204, d205, d206, d207, d208, d209, d210, d211, d212) =STDEV.P(e204, e205, e206, e207, e208, e209, e210, e211, e212) =STDEV.P(f204, f205, f206, f207, f208, f209, f210, f211, f212) =STDEV.P(g204, g205, g206, g207, g208, g209, g210, g211, g212) =STDEV.P(h204, h205, h206, h207, h208, h209, h210, h211, h212) =STDEV.P(i204, i205, i206, i207, i208, i209, i210, i211, i212) =STDEV.P(j204, j205, j206, j207, j208, j209, j210, j211, j212) =STDEV.P(k204, k205, k206, k207, k208, k209, k210, k211, k212) =STDEV.P(l204, l205, l206, l207, l208, l209, l210, l211, l212) =STDEV.P(m204, m205, m206, m207, m208, m209, m210, m211, m212) =STDEV.P(n204, n205, n206, n207, n208, n209, n210, n211, n212) =STDEV.P(o204, o205, o206, o207, o208, o209, o210, o211, o212) =STDEV.P(p204, p205, p206, p207, p208, p209, p210, p211, p212) =STDEV.P(q204, q205, q206, q207, q208, q209, q210, q211, q212) =STDEV.P(r204, r205, r206, r207, r208, r209, r210, r211, r212) =STDEV.P(s204, s205, s206, s207, s208, s209, s210, s211, s212) =STDEV.P(t204, t205, t206, t207, t208, t209, t210, t211, t212)
+=AVERAGE(a213, a214, a215, a216, a217, a218, a219, a220) =AVERAGE(b213, b214, b215, b216, b217, b218, b219, b220) =AVERAGE(c213, c214, c215, c216, c217, c218, c219, c220) =AVERAGE(d213, d214, d215, d216, d217, d218, d219, d220) =AVERAGE(e213, e214, e215, e216, e217, e218, e219, e220) =AVERAGE(f213, f214, f215, f216, f217, f218, f219, f220) =AVERAGE(g213, g214, g215, g216, g217, g218, g219, g220) =AVERAGE(h213, h214, h215, h216, h217, h218, h219, h220) =AVERAGE(i213, i214, i215, i216, i217, i218, i219, i220) =AVERAGE(j213, j214, j215, j216, j217, j218, j219, j220) =AVERAGE(k213, k214, k215, k216, k217, k218, k219, k220) =AVERAGE(l213, l214, l215, l216, l217, l218, l219, l220) =AVERAGE(m213, m214, m215, m216, m217, m218, m219, m220) =AVERAGE(n213, n214, n215, n216, n217, n218, n219, n220) =AVERAGE(o213, o214, o215, o216, o217, o218, o219, o220) =AVERAGE(p213, p214, p215, p216, p217, p218, p219, p220) =AVERAGE(q213, q214, q215, q216, q217, q218, q219, q220) =AVERAGE(r213, r214, r215, r216, r217, r218, r219, r220) =AVERAGE(s213, s214, s215, s216, s217, s218, s219, s220) =AVERAGE(t213, t214, t215, t216, t217, t218, t219, t220) =STDEV.P(a213, a214, a215, a216, a217, a218, a219, a220) =STDEV.P(b213, b214, b215, b216, b217, b218, b219, b220) =STDEV.P(c213, c214, c215, c216, c217, c218, c219, c220) =STDEV.P(d213, d214, d215, d216, d217, d218, d219, d220) =STDEV.P(e213, e214, e215, e216, e217, e218, e219, e220) =STDEV.P(f213, f214, f215, f216, f217, f218, f219, f220) =STDEV.P(g213, g214, g215, g216, g217, g218, g219, g220) =STDEV.P(h213, h214, h215, h216, h217, h218, h219, h220) =STDEV.P(i213, i214, i215, i216, i217, i218, i219, i220) =STDEV.P(j213, j214, j215, j216, j217, j218, j219, j220) =STDEV.P(k213, k214, k215, k216, k217, k218, k219, k220) =STDEV.P(l213, l214, l215, l216, l217, l218, l219, l220) =STDEV.P(m213, m214, m215, m216, m217, m218, m219, m220) =STDEV.P(n213, n214, n215, n216, n217, n218, n219, n220) =STDEV.P(o213, o214, o215, o216, o217, o218, o219, o220) =STDEV.P(p213, p214, p215, p216, p217, p218, p219, p220) =STDEV.P(q213, q214, q215, q216, q217, q218, q219, q220) =STDEV.P(r213, r214, r215, r216, r217, r218, r219, r220) =STDEV.P(s213, s214, s215, s216, s217, s218, s219, s220) =STDEV.P(t213, t214, t215, t216, t217, t218, t219, t220)
+=AVERAGE(a221, a222, a223, a224, a225, a226, a227, a228) =AVERAGE(b221, b222, b223, b224, b225, b226, b227, b228) =AVERAGE(c221, c222, c223, c224, c225, c226, c227, c228) =AVERAGE(d221, d222, d223, d224, d225, d226, d227, d228) =AVERAGE(e221, e222, e223, e224, e225, e226, e227, e228) =AVERAGE(f221, f222, f223, f224, f225, f226, f227, f228) =AVERAGE(g221, g222, g223, g224, g225, g226, g227, g228) =AVERAGE(h221, h222, h223, h224, h225, h226, h227, h228) =AVERAGE(i221, i222, i223, i224, i225, i226, i227, i228) =AVERAGE(j221, j222, j223, j224, j225, j226, j227, j228) =AVERAGE(k221, k222, k223, k224, k225, k226, k227, k228) =AVERAGE(l221, l222, l223, l224, l225, l226, l227, l228) =AVERAGE(m221, m222, m223, m224, m225, m226, m227, m228) =AVERAGE(n221, n222, n223, n224, n225, n226, n227, n228) =AVERAGE(o221, o222, o223, o224, o225, o226, o227, o228) =AVERAGE(p221, p222, p223, p224, p225, p226, p227, p228) =AVERAGE(q221, q222, q223, q224, q225, q226, q227, q228) =AVERAGE(r221, r222, r223, r224, r225, r226, r227, r228) =AVERAGE(s221, s222, s223, s224, s225, s226, s227, s228) =AVERAGE(t221, t222, t223, t224, t225, t226, t227, t228) =STDEV.P(a221, a222, a223, a224, a225, a226, a227, a228) =STDEV.P(b221, b222, b223, b224, b225, b226, b227, b228) =STDEV.P(c221, c222, c223, c224, c225, c226, c227, c228) =STDEV.P(d221, d222, d223, d224, d225, d226, d227, d228) =STDEV.P(e221, e222, e223, e224, e225, e226, e227, e228) =STDEV.P(f221, f222, f223, f224, f225, f226, f227, f228) =STDEV.P(g221, g222, g223, g224, g225, g226, g227, g228) =STDEV.P(h221, h222, h223, h224, h225, h226, h227, h228) =STDEV.P(i221, i222, i223, i224, i225, i226, i227, i228) =STDEV.P(j221, j222, j223, j224, j225, j226, j227, j228) =STDEV.P(k221, k222, k223, k224, k225, k226, k227, k228) =STDEV.P(l221, l222, l223, l224, l225, l226, l227, l228) =STDEV.P(m221, m222, m223, m224, m225, m226, m227, m228) =STDEV.P(n221, n222, n223, n224, n225, n226, n227, n228) =STDEV.P(o221, o222, o223, o224, o225, o226, o227, o228) =STDEV.P(p221, p222, p223, p224, p225, p226, p227, p228) =STDEV.P(q221, q222, q223, q224, q225, q226, q227, q228) =STDEV.P(r221, r222, r223, r224, r225, r226, r227, r228) =STDEV.P(s221, s222, s223, s224, s225, s226, s227, s228) =STDEV.P(t221, t222, t223, t224, t225, t226, t227, t228)
+=AVERAGE(a229, a230, a231, a232, a233, a234, a235, a236) =AVERAGE(b229, b230, b231, b232, b233, b234, b235, b236) =AVERAGE(c229, c230, c231, c232, c233, c234, c235, c236) =AVERAGE(d229, d230, d231, d232, d233, d234, d235, d236) =AVERAGE(e229, e230, e231, e232, e233, e234, e235, e236) =AVERAGE(f229, f230, f231, f232, f233, f234, f235, f236) =AVERAGE(g229, g230, g231, g232, g233, g234, g235, g236) =AVERAGE(h229, h230, h231, h232, h233, h234, h235, h236) =AVERAGE(i229, i230, i231, i232, i233, i234, i235, i236) =AVERAGE(j229, j230, j231, j232, j233, j234, j235, j236) =AVERAGE(k229, k230, k231, k232, k233, k234, k235, k236) =AVERAGE(l229, l230, l231, l232, l233, l234, l235, l236) =AVERAGE(m229, m230, m231, m232, m233, m234, m235, m236) =AVERAGE(n229, n230, n231, n232, n233, n234, n235, n236) =AVERAGE(o229, o230, o231, o232, o233, o234, o235, o236) =AVERAGE(p229, p230, p231, p232, p233, p234, p235, p236) =AVERAGE(q229, q230, q231, q232, q233, q234, q235, q236) =AVERAGE(r229, r230, r231, r232, r233, r234, r235, r236) =AVERAGE(s229, s230, s231, s232, s233, s234, s235, s236) =AVERAGE(t229, t230, t231, t232, t233, t234, t235, t236) =STDEV.P(a229, a230, a231, a232, a233, a234, a235, a236) =STDEV.P(b229, b230, b231, b232, b233, b234, b235, b236) =STDEV.P(c229, c230, c231, c232, c233, c234, c235, c236) =STDEV.P(d229, d230, d231, d232, d233, d234, d235, d236) =STDEV.P(e229, e230, e231, e232, e233, e234, e235, e236) =STDEV.P(f229, f230, f231, f232, f233, f234, f235, f236) =STDEV.P(g229, g230, g231, g232, g233, g234, g235, g236) =STDEV.P(h229, h230, h231, h232, h233, h234, h235, h236) =STDEV.P(i229, i230, i231, i232, i233, i234, i235, i236) =STDEV.P(j229, j230, j231, j232, j233, j234, j235, j236) =STDEV.P(k229, k230, k231, k232, k233, k234, k235, k236) =STDEV.P(l229, l230, l231, l232, l233, l234, l235, l236) =STDEV.P(m229, m230, m231, m232, m233, m234, m235, m236) =STDEV.P(n229, n230, n231, n232, n233, n234, n235, n236) =STDEV.P(o229, o230, o231, o232, o233, o234, o235, o236) =STDEV.P(p229, p230, p231, p232, p233, p234, p235, p236) =STDEV.P(q229, q230, q231, q232, q233, q234, q235, q236) =STDEV.P(r229, r230, r231, r232, r233, r234, r235, r236) =STDEV.P(s229, s230, s231, s232, s233, s234, s235, s236) =STDEV.P(t229, t230, t231, t232, t233, t234, t235, t236)
+=AVERAGE(a237, a238, a239, a240, a241, a242, a243) =AVERAGE(b237, b238, b239, b240, b241, b242, b243) =AVERAGE(c237, c238, c239, c240, c241, c242, c243) =AVERAGE(d237, d238, d239, d240, d241, d242, d243) =AVERAGE(e237, e238, e239, e240, e241, e242, e243) =AVERAGE(f237, f238, f239, f240, f241, f242, f243) =AVERAGE(g237, g238, g239, g240, g241, g242, g243) =AVERAGE(h237, h238, h239, h240, h241, h242, h243) =AVERAGE(i237, i238, i239, i240, i241, i242, i243) =AVERAGE(j237, j238, j239, j240, j241, j242, j243) =AVERAGE(k237, k238, k239, k240, k241, k242, k243) =AVERAGE(l237, l238, l239, l240, l241, l242, l243) =AVERAGE(m237, m238, m239, m240, m241, m242, m243) =AVERAGE(n237, n238, n239, n240, n241, n242, n243) =AVERAGE(o237, o238, o239, o240, o241, o242, o243) =AVERAGE(p237, p238, p239, p240, p241, p242, p243) =AVERAGE(q237, q238, q239, q240, q241, q242, q243) =AVERAGE(r237, r238, r239, r240, r241, r242, r243) =AVERAGE(s237, s238, s239, s240, s241, s242, s243) =AVERAGE(t237, t238, t239, t240, t241, t242, t243) =STDEV.P(a237, a238, a239, a240, a241, a242, a243) =STDEV.P(b237, b238, b239, b240, b241, b242, b243) =STDEV.P(c237, c238, c239, c240, c241, c242, c243) =STDEV.P(d237, d238, d239, d240, d241, d242, d243) =STDEV.P(e237, e238, e239, e240, e241, e242, e243) =STDEV.P(f237, f238, f239, f240, f241, f242, f243) =STDEV.P(g237, g238, g239, g240, g241, g242, g243) =STDEV.P(h237, h238, h239, h240, h241, h242, h243) =STDEV.P(i237, i238, i239, i240, i241, i242, i243) =STDEV.P(j237, j238, j239, j240, j241, j242, j243) =STDEV.P(k237, k238, k239, k240, k241, k242, k243) =STDEV.P(l237, l238, l239, l240, l241, l242, l243) =STDEV.P(m237, m238, m239, m240, m241, m242, m243) =STDEV.P(n237, n238, n239, n240, n241, n242, n243) =STDEV.P(o237, o238, o239, o240, o241, o242, o243) =STDEV.P(p237, p238, p239, p240, p241, p242, p243) =STDEV.P(q237, q238, q239, q240, q241, q242, q243) =STDEV.P(r237, r238, r239, r240, r241, r242, r243) =STDEV.P(s237, s238, s239, s240, s241, s242, s243) =STDEV.P(t237, t238, t239, t240, t241, t242, t243)
+=AVERAGE(a244, a245, a246, a247, a248, a249, a250) =AVERAGE(b244, b245, b246, b247, b248, b249, b250) =AVERAGE(c244, c245, c246, c247, c248, c249, c250) =AVERAGE(d244, d245, d246, d247, d248, d249, d250) =AVERAGE(e244, e245, e246, e247, e248, e249, e250) =AVERAGE(f244, f245, f246, f247, f248, f249, f250) =AVERAGE(g244, g245, g246, g247, g248, g249, g250) =AVERAGE(h244, h245, h246, h247, h248, h249, h250) =AVERAGE(i244, i245, i246, i247, i248, i249, i250) =AVERAGE(j244, j245, j246, j247, j248, j249, j250) =AVERAGE(k244, k245, k246, k247, k248, k249, k250) =AVERAGE(l244, l245, l246, l247, l248, l249, l250) =AVERAGE(m244, m245, m246, m247, m248, m249, m250) =AVERAGE(n244, n245, n246, n247, n248, n249, n250) =AVERAGE(o244, o245, o246, o247, o248, o249, o250) =AVERAGE(p244, p245, p246, p247, p248, p249, p250) =AVERAGE(q244, q245, q246, q247, q248, q249, q250) =AVERAGE(r244, r245, r246, r247, r248, r249, r250) =AVERAGE(s244, s245, s246, s247, s248, s249, s250) =AVERAGE(t244, t245, t246, t247, t248, t249, t250) =STDEV.P(a244, a245, a246, a247, a248, a249, a250) =STDEV.P(b244, b245, b246, b247, b248, b249, b250) =STDEV.P(c244, c245, c246, c247, c248, c249, c250) =STDEV.P(d244, d245, d246, d247, d248, d249, d250) =STDEV.P(e244, e245, e246, e247, e248, e249, e250) =STDEV.P(f244, f245, f246, f247, f248, f249, f250) =STDEV.P(g244, g245, g246, g247, g248, g249, g250) =STDEV.P(h244, h245, h246, h247, h248, h249, h250) =STDEV.P(i244, i245, i246, i247, i248, i249, i250) =STDEV.P(j244, j245, j246, j247, j248, j249, j250) =STDEV.P(k244, k245, k246, k247, k248, k249, k250) =STDEV.P(l244, l245, l246, l247, l248, l249, l250) =STDEV.P(m244, m245, m246, m247, m248, m249, m250) =STDEV.P(n244, n245, n246, n247, n248, n249, n250) =STDEV.P(o244, o245, o246, o247, o248, o249, o250) =STDEV.P(p244, p245, p246, p247, p248, p249, p250) =STDEV.P(q244, q245, q246, q247, q248, q249, q250) =STDEV.P(r244, r245, r246, r247, r248, r249, r250) =STDEV.P(s244, s245, s246, s247, s248, s249, s250) =STDEV.P(t244, t245, t246, t247, t248, t249, t250)
+=AVERAGE(a251, a252, a253, a254, a255, a256, a257) =AVERAGE(b251, b252, b253, b254, b255, b256, b257) =AVERAGE(c251, c252, c253, c254, c255, c256, c257) =AVERAGE(d251, d252, d253, d254, d255, d256, d257) =AVERAGE(e251, e252, e253, e254, e255, e256, e257) =AVERAGE(f251, f252, f253, f254, f255, f256, f257) =AVERAGE(g251, g252, g253, g254, g255, g256, g257) =AVERAGE(h251, h252, h253, h254, h255, h256, h257) =AVERAGE(i251, i252, i253, i254, i255, i256, i257) =AVERAGE(j251, j252, j253, j254, j255, j256, j257) =AVERAGE(k251, k252, k253, k254, k255, k256, k257) =AVERAGE(l251, l252, l253, l254, l255, l256, l257) =AVERAGE(m251, m252, m253, m254, m255, m256, m257) =AVERAGE(n251, n252, n253, n254, n255, n256, n257) =AVERAGE(o251, o252, o253, o254, o255, o256, o257) =AVERAGE(p251, p252, p253, p254, p255, p256, p257) =AVERAGE(q251, q252, q253, q254, q255, q256, q257) =AVERAGE(r251, r252, r253, r254, r255, r256, r257) =AVERAGE(s251, s252, s253, s254, s255, s256, s257) =AVERAGE(t251, t252, t253, t254, t255, t256, t257) =STDEV.P(a251, a252, a253, a254, a255, a256, a257) =STDEV.P(b251, b252, b253, b254, b255, b256, b257) =STDEV.P(c251, c252, c253, c254, c255, c256, c257) =STDEV.P(d251, d252, d253, d254, d255, d256, d257) =STDEV.P(e251, e252, e253, e254, e255, e256, e257) =STDEV.P(f251, f252, f253, f254, f255, f256, f257) =STDEV.P(g251, g252, g253, g254, g255, g256, g257) =STDEV.P(h251, h252, h253, h254, h255, h256, h257) =STDEV.P(i251, i252, i253, i254, i255, i256, i257) =STDEV.P(j251, j252, j253, j254, j255, j256, j257) =STDEV.P(k251, k252, k253, k254, k255, k256, k257) =STDEV.P(l251, l252, l253, l254, l255, l256, l257) =STDEV.P(m251, m252, m253, m254, m255, m256, m257) =STDEV.P(n251, n252, n253, n254, n255, n256, n257) =STDEV.P(o251, o252, o253, o254, o255, o256, o257) =STDEV.P(p251, p252, p253, p254, p255, p256, p257) =STDEV.P(q251, q252, q253, q254, q255, q256, q257) =STDEV.P(r251, r252, r253, r254, r255, r256, r257) =STDEV.P(s251, s252, s253, s254, s255, s256, s257) =STDEV.P(t251, t252, t253, t254, t255, t256, t257)
+=AVERAGE(a258, a259, a260, a261, a262, a263, a264) =AVERAGE(b258, b259, b260, b261, b262, b263, b264) =AVERAGE(c258, c259, c260, c261, c262, c263, c264) =AVERAGE(d258, d259, d260, d261, d262, d263, d264) =AVERAGE(e258, e259, e260, e261, e262, e263, e264) =AVERAGE(f258, f259, f260, f261, f262, f263, f264) =AVERAGE(g258, g259, g260, g261, g262, g263, g264) =AVERAGE(h258, h259, h260, h261, h262, h263, h264) =AVERAGE(i258, i259, i260, i261, i262, i263, i264) =AVERAGE(j258, j259, j260, j261, j262, j263, j264) =AVERAGE(k258, k259, k260, k261, k262, k263, k264) =AVERAGE(l258, l259, l260, l261, l262, l263, l264) =AVERAGE(m258, m259, m260, m261, m262, m263, m264) =AVERAGE(n258, n259, n260, n261, n262, n263, n264) =AVERAGE(o258, o259, o260, o261, o262, o263, o264) =AVERAGE(p258, p259, p260, p261, p262, p263, p264) =AVERAGE(q258, q259, q260, q261, q262, q263, q264) =AVERAGE(r258, r259, r260, r261, r262, r263, r264) =AVERAGE(s258, s259, s260, s261, s262, s263, s264) =AVERAGE(t258, t259, t260, t261, t262, t263, t264) =STDEV.P(a258, a259, a260, a261, a262, a263, a264) =STDEV.P(b258, b259, b260, b261, b262, b263, b264) =STDEV.P(c258, c259, c260, c261, c262, c263, c264) =STDEV.P(d258, d259, d260, d261, d262, d263, d264) =STDEV.P(e258, e259, e260, e261, e262, e263, e264) =STDEV.P(f258, f259, f260, f261, f262, f263, f264) =STDEV.P(g258, g259, g260, g261, g262, g263, g264) =STDEV.P(h258, h259, h260, h261, h262, h263, h264) =STDEV.P(i258, i259, i260, i261, i262, i263, i264) =STDEV.P(j258, j259, j260, j261, j262, j263, j264) =STDEV.P(k258, k259, k260, k261, k262, k263, k264) =STDEV.P(l258, l259, l260, l261, l262, l263, l264) =STDEV.P(m258, m259, m260, m261, m262, m263, m264) =STDEV.P(n258, n259, n260, n261, n262, n263, n264) =STDEV.P(o258, o259, o260, o261, o262, o263, o264) =STDEV.P(p258, p259, p260, p261, p262, p263, p264) =STDEV.P(q258, q259, q260, q261, q262, q263, q264) =STDEV.P(r258, r259, r260, r261, r262, r263, r264) =STDEV.P(s258, s259, s260, s261, s262, s263, s264) =STDEV.P(t258, t259, t260, t261, t262, t263, t264)
+=AVERAGE(a265, a266, a267, a268, a269, a270, a271) =AVERAGE(b265, b266, b267, b268, b269, b270, b271) =AVERAGE(c265, c266, c267, c268, c269, c270, c271) =AVERAGE(d265, d266, d267, d268, d269, d270, d271) =AVERAGE(e265, e266, e267, e268, e269, e270, e271) =AVERAGE(f265, f266, f267, f268, f269, f270, f271) =AVERAGE(g265, g266, g267, g268, g269, g270, g271) =AVERAGE(h265, h266, h267, h268, h269, h270, h271) =AVERAGE(i265, i266, i267, i268, i269, i270, i271) =AVERAGE(j265, j266, j267, j268, j269, j270, j271) =AVERAGE(k265, k266, k267, k268, k269, k270, k271) =AVERAGE(l265, l266, l267, l268, l269, l270, l271) =AVERAGE(m265, m266, m267, m268, m269, m270, m271) =AVERAGE(n265, n266, n267, n268, n269, n270, n271) =AVERAGE(o265, o266, o267, o268, o269, o270, o271) =AVERAGE(p265, p266, p267, p268, p269, p270, p271) =AVERAGE(q265, q266, q267, q268, q269, q270, q271) =AVERAGE(r265, r266, r267, r268, r269, r270, r271) =AVERAGE(s265, s266, s267, s268, s269, s270, s271) =AVERAGE(t265, t266, t267, t268, t269, t270, t271) =STDEV.P(a265, a266, a267, a268, a269, a270, a271) =STDEV.P(b265, b266, b267, b268, b269, b270, b271) =STDEV.P(c265, c266, c267, c268, c269, c270, c271) =STDEV.P(d265, d266, d267, d268, d269, d270, d271) =STDEV.P(e265, e266, e267, e268, e269, e270, e271) =STDEV.P(f265, f266, f267, f268, f269, f270, f271) =STDEV.P(g265, g266, g267, g268, g269, g270, g271) =STDEV.P(h265, h266, h267, h268, h269, h270, h271) =STDEV.P(i265, i266, i267, i268, i269, i270, i271) =STDEV.P(j265, j266, j267, j268, j269, j270, j271) =STDEV.P(k265, k266, k267, k268, k269, k270, k271) =STDEV.P(l265, l266, l267, l268, l269, l270, l271) =STDEV.P(m265, m266, m267, m268, m269, m270, m271) =STDEV.P(n265, n266, n267, n268, n269, n270, n271) =STDEV.P(o265, o266, o267, o268, o269, o270, o271) =STDEV.P(p265, p266, p267, p268, p269, p270, p271) =STDEV.P(q265, q266, q267, q268, q269, q270, q271) =STDEV.P(r265, r266, r267, r268, r269, r270, r271) =STDEV.P(s265, s266, s267, s268, s269, s270, s271) =STDEV.P(t265, t266, t267, t268, t269, t270, t271)
+=AVERAGE(a272, a273, a274, a275, a276, a277) =AVERAGE(b272, b273, b274, b275, b276, b277) =AVERAGE(c272, c273, c274, c275, c276, c277) =AVERAGE(d272, d273, d274, d275, d276, d277) =AVERAGE(e272, e273, e274, e275, e276, e277) =AVERAGE(f272, f273, f274, f275, f276, f277) =AVERAGE(g272, g273, g274, g275, g276, g277) =AVERAGE(h272, h273, h274, h275, h276, h277) =AVERAGE(i272, i273, i274, i275, i276, i277) =AVERAGE(j272, j273, j274, j275, j276, j277) =AVERAGE(k272, k273, k274, k275, k276, k277) =AVERAGE(l272, l273, l274, l275, l276, l277) =AVERAGE(m272, m273, m274, m275, m276, m277) =AVERAGE(n272, n273, n274, n275, n276, n277) =AVERAGE(o272, o273, o274, o275, o276, o277) =AVERAGE(p272, p273, p274, p275, p276, p277) =AVERAGE(q272, q273, q274, q275, q276, q277) =AVERAGE(r272, r273, r274, r275, r276, r277) =AVERAGE(s272, s273, s274, s275, s276, s277) =AVERAGE(t272, t273, t274, t275, t276, t277) =STDEV.P(a272, a273, a274, a275, a276, a277) =STDEV.P(b272, b273, b274, b275, b276, b277) =STDEV.P(c272, c273, c274, c275, c276, c277) =STDEV.P(d272, d273, d274, d275, d276, d277) =STDEV.P(e272, e273, e274, e275, e276, e277) =STDEV.P(f272, f273, f274, f275, f276, f277) =STDEV.P(g272, g273, g274, g275, g276, g277) =STDEV.P(h272, h273, h274, h275, h276, h277) =STDEV.P(i272, i273, i274, i275, i276, i277) =STDEV.P(j272, j273, j274, j275, j276, j277) =STDEV.P(k272, k273, k274, k275, k276, k277) =STDEV.P(l272, l273, l274, l275, l276, l277) =STDEV.P(m272, m273, m274, m275, m276, m277) =STDEV.P(n272, n273, n274, n275, n276, n277) =STDEV.P(o272, o273, o274, o275, o276, o277) =STDEV.P(p272, p273, p274, p275, p276, p277) =STDEV.P(q272, q273, q274, q275, q276, q277) =STDEV.P(r272, r273, r274, r275, r276, r277) =STDEV.P(s272, s273, s274, s275, s276, s277) =STDEV.P(t272, t273, t274, t275, t276, t277)
+=AVERAGE(a278, a279, a280, a281, a282, a283) =AVERAGE(b278, b279, b280, b281, b282, b283) =AVERAGE(c278, c279, c280, c281, c282, c283) =AVERAGE(d278, d279, d280, d281, d282, d283) =AVERAGE(e278, e279, e280, e281, e282, e283) =AVERAGE(f278, f279, f280, f281, f282, f283) =AVERAGE(g278, g279, g280, g281, g282, g283) =AVERAGE(h278, h279, h280, h281, h282, h283) =AVERAGE(i278, i279, i280, i281, i282, i283) =AVERAGE(j278, j279, j280, j281, j282, j283) =AVERAGE(k278, k279, k280, k281, k282, k283) =AVERAGE(l278, l279, l280, l281, l282, l283) =AVERAGE(m278, m279, m280, m281, m282, m283) =AVERAGE(n278, n279, n280, n281, n282, n283) =AVERAGE(o278, o279, o280, o281, o282, o283) =AVERAGE(p278, p279, p280, p281, p282, p283) =AVERAGE(q278, q279, q280, q281, q282, q283) =AVERAGE(r278, r279, r280, r281, r282, r283) =AVERAGE(s278, s279, s280, s281, s282, s283) =AVERAGE(t278, t279, t280, t281, t282, t283) =STDEV.P(a278, a279, a280, a281, a282, a283) =STDEV.P(b278, b279, b280, b281, b282, b283) =STDEV.P(c278, c279, c280, c281, c282, c283) =STDEV.P(d278, d279, d280, d281, d282, d283) =STDEV.P(e278, e279, e280, e281, e282, e283) =STDEV.P(f278, f279, f280, f281, f282, f283) =STDEV.P(g278, g279, g280, g281, g282, g283) =STDEV.P(h278, h279, h280, h281, h282, h283) =STDEV.P(i278, i279, i280, i281, i282, i283) =STDEV.P(j278, j279, j280, j281, j282, j283) =STDEV.P(k278, k279, k280, k281, k282, k283) =STDEV.P(l278, l279, l280, l281, l282, l283) =STDEV.P(m278, m279, m280, m281, m282, m283) =STDEV.P(n278, n279, n280, n281, n282, n283) =STDEV.P(o278, o279, o280, o281, o282, o283) =STDEV.P(p278, p279, p280, p281, p282, p283) =STDEV.P(q278, q279, q280, q281, q282, q283) =STDEV.P(r278, r279, r280, r281, r282, r283) =STDEV.P(s278, s279, s280, s281, s282, s283) =STDEV.P(t278, t279, t280, t281, t282, t283)
+=AVERAGE(a284, a285, a286, a287, a288, a289) =AVERAGE(b284, b285, b286, b287, b288, b289) =AVERAGE(c284, c285, c286, c287, c288, c289) =AVERAGE(d284, d285, d286, d287, d288, d289) =AVERAGE(e284, e285, e286, e287, e288, e289) =AVERAGE(f284, f285, f286, f287, f288, f289) =AVERAGE(g284, g285, g286, g287, g288, g289) =AVERAGE(h284, h285, h286, h287, h288, h289) =AVERAGE(i284, i285, i286, i287, i288, i289) =AVERAGE(j284, j285, j286, j287, j288, j289) =AVERAGE(k284, k285, k286, k287, k288, k289) =AVERAGE(l284, l285, l286, l287, l288, l289) =AVERAGE(m284, m285, m286, m287, m288, m289) =AVERAGE(n284, n285, n286, n287, n288, n289) =AVERAGE(o284, o285, o286, o287, o288, o289) =AVERAGE(p284, p285, p286, p287, p288, p289) =AVERAGE(q284, q285, q286, q287, q288, q289) =AVERAGE(r284, r285, r286, r287, r288, r289) =AVERAGE(s284, s285, s286, s287, s288, s289) =AVERAGE(t284, t285, t286, t287, t288, t289) =STDEV.P(a284, a285, a286, a287, a288, a289) =STDEV.P(b284, b285, b286, b287, b288, b289) =STDEV.P(c284, c285, c286, c287, c288, c289) =STDEV.P(d284, d285, d286, d287, d288, d289) =STDEV.P(e284, e285, e286, e287, e288, e289) =STDEV.P(f284, f285, f286, f287, f288, f289) =STDEV.P(g284, g285, g286, g287, g288, g289) =STDEV.P(h284, h285, h286, h287, h288, h289) =STDEV.P(i284, i285, i286, i287, i288, i289) =STDEV.P(j284, j285, j286, j287, j288, j289) =STDEV.P(k284, k285, k286, k287, k288, k289) =STDEV.P(l284, l285, l286, l287, l288, l289) =STDEV.P(m284, m285, m286, m287, m288, m289) =STDEV.P(n284, n285, n286, n287, n288, n289) =STDEV.P(o284, o285, o286, o287, o288, o289) =STDEV.P(p284, p285, p286, p287, p288, p289) =STDEV.P(q284, q285, q286, q287, q288, q289) =STDEV.P(r284, r285, r286, r287, r288, r289) =STDEV.P(s284, s285, s286, s287, s288, s289) =STDEV.P(t284, t285, t286, t287, t288, t289)
+=AVERAGE(a290, a291, a292, a293, a294, a295) =AVERAGE(b290, b291, b292, b293, b294, b295) =AVERAGE(c290, c291, c292, c293, c294, c295) =AVERAGE(d290, d291, d292, d293, d294, d295) =AVERAGE(e290, e291, e292, e293, e294, e295) =AVERAGE(f290, f291, f292, f293, f294, f295) =AVERAGE(g290, g291, g292, g293, g294, g295) =AVERAGE(h290, h291, h292, h293, h294, h295) =AVERAGE(i290, i291, i292, i293, i294, i295) =AVERAGE(j290, j291, j292, j293, j294, j295) =AVERAGE(k290, k291, k292, k293, k294, k295) =AVERAGE(l290, l291, l292, l293, l294, l295) =AVERAGE(m290, m291, m292, m293, m294, m295) =AVERAGE(n290, n291, n292, n293, n294, n295) =AVERAGE(o290, o291, o292, o293, o294, o295) =AVERAGE(p290, p291, p292, p293, p294, p295) =AVERAGE(q290, q291, q292, q293, q294, q295) =AVERAGE(r290, r291, r292, r293, r294, r295) =AVERAGE(s290, s291, s292, s293, s294, s295) =AVERAGE(t290, t291, t292, t293, t294, t295) =STDEV.P(a290, a291, a292, a293, a294, a295) =STDEV.P(b290, b291, b292, b293, b294, b295) =STDEV.P(c290, c291, c292, c293, c294, c295) =STDEV.P(d290, d291, d292, d293, d294, d295) =STDEV.P(e290, e291, e292, e293, e294, e295) =STDEV.P(f290, f291, f292, f293, f294, f295) =STDEV.P(g290, g291, g292, g293, g294, g295) =STDEV.P(h290, h291, h292, h293, h294, h295) =STDEV.P(i290, i291, i292, i293, i294, i295) =STDEV.P(j290, j291, j292, j293, j294, j295) =STDEV.P(k290, k291, k292, k293, k294, k295) =STDEV.P(l290, l291, l292, l293, l294, l295) =STDEV.P(m290, m291, m292, m293, m294, m295) =STDEV.P(n290, n291, n292, n293, n294, n295) =STDEV.P(o290, o291, o292, o293, o294, o295) =STDEV.P(p290, p291, p292, p293, p294, p295) =STDEV.P(q290, q291, q292, q293, q294, q295) =STDEV.P(r290, r291, r292, r293, r294, r295) =STDEV.P(s290, s291, s292, s293, s294, s295) =STDEV.P(t290, t291, t292, t293, t294, t295)
+=AVERAGE(a296, a297, a298, a299, a300, a301) =AVERAGE(b296, b297, b298, b299, b300, b301) =AVERAGE(c296, c297, c298, c299, c300, c301) =AVERAGE(d296, d297, d298, d299, d300, d301) =AVERAGE(e296, e297, e298, e299, e300, e301) =AVERAGE(f296, f297, f298, f299, f300, f301) =AVERAGE(g296, g297, g298, g299, g300, g301) =AVERAGE(h296, h297, h298, h299, h300, h301) =AVERAGE(i296, i297, i298, i299, i300, i301) =AVERAGE(j296, j297, j298, j299, j300, j301) =AVERAGE(k296, k297, k298, k299, k300, k301) =AVERAGE(l296, l297, l298, l299, l300, l301) =AVERAGE(m296, m297, m298, m299, m300, m301) =AVERAGE(n296, n297, n298, n299, n300, n301) =AVERAGE(o296, o297, o298, o299, o300, o301) =AVERAGE(p296, p297, p298, p299, p300, p301) =AVERAGE(q296, q297, q298, q299, q300, q301) =AVERAGE(r296, r297, r298, r299, r300, r301) =AVERAGE(s296, s297, s298, s299, s300, s301) =AVERAGE(t296, t297, t298, t299, t300, t301) =STDEV.P(a296, a297, a298, a299, a300, a301) =STDEV.P(b296, b297, b298, b299, b300, b301) =STDEV.P(c296, c297, c298, c299, c300, c301) =STDEV.P(d296, d297, d298, d299, d300, d301) =STDEV.P(e296, e297, e298, e299, e300, e301) =STDEV.P(f296, f297, f298, f299, f300, f301) =STDEV.P(g296, g297, g298, g299, g300, g301) =STDEV.P(h296, h297, h298, h299, h300, h301) =STDEV.P(i296, i297, i298, i299, i300, i301) =STDEV.P(j296, j297, j298, j299, j300, j301) =STDEV.P(k296, k297, k298, k299, k300, k301) =STDEV.P(l296, l297, l298, l299, l300, l301) =STDEV.P(m296, m297, m298, m299, m300, m301) =STDEV.P(n296, n297, n298, n299, n300, n301) =STDEV.P(o296, o297, o298, o299, o300, o301) =STDEV.P(p296, p297, p298, p299, p300, p301) =STDEV.P(q296, q297, q298, q299, q300, q301) =STDEV.P(r296, r297, r298, r299, r300, r301) =STDEV.P(s296, s297, s298, s299, s300, s301) =STDEV.P(t296, t297, t298, t299, t300, t301)
+=AVERAGE(a302, a303, a304, a305, a306) =AVERAGE(b302, b303, b304, b305, b306) =AVERAGE(c302, c303, c304, c305, c306) =AVERAGE(d302, d303, d304, d305, d306) =AVERAGE(e302, e303, e304, e305, e306) =AVERAGE(f302, f303, f304, f305, f306) =AVERAGE(g302, g303, g304, g305, g306) =AVERAGE(h302, h303, h304, h305, h306) =AVERAGE(i302, i303, i304, i305, i306) =AVERAGE(j302, j303, j304, j305, j306) =AVERAGE(k302, k303, k304, k305, k306) =AVERAGE(l302, l303, l304, l305, l306) =AVERAGE(m302, m303, m304, m305, m306) =AVERAGE(n302, n303, n304, n305, n306) =AVERAGE(o302, o303, o304, o305, o306) =AVERAGE(p302, p303, p304, p305, p306) =AVERAGE(q302, q303, q304, q305, q306) =AVERAGE(r302, r303, r304, r305, r306) =AVERAGE(s302, s303, s304, s305, s306) =AVERAGE(t302, t303, t304, t305, t306) =STDEV.P(a302, a303, a304, a305, a306) =STDEV.P(b302, b303, b304, b305, b306) =STDEV.P(c302, c303, c304, c305, c306) =STDEV.P(d302, d303, d304, d305, d306) =STDEV.P(e302, e303, e304, e305, e306) =STDEV.P(f302, f303, f304, f305, f306) =STDEV.P(g302, g303, g304, g305, g306) =STDEV.P(h302, h303, h304, h305, h306) =STDEV.P(i302, i303, i304, i305, i306) =STDEV.P(j302, j303, j304, j305, j306) =STDEV.P(k302, k303, k304, k305, k306) =STDEV.P(l302, l303, l304, l305, l306) =STDEV.P(m302, m303, m304, m305, m306) =STDEV.P(n302, n303, n304, n305, n306) =STDEV.P(o302, o303, o304, o305, o306) =STDEV.P(p302, p303, p304, p305, p306) =STDEV.P(q302, q303, q304, q305, q306) =STDEV.P(r302, r303, r304, r305, r306) =STDEV.P(s302, s303, s304, s305, s306) =STDEV.P(t302, t303, t304, t305, t306)
+=AVERAGE(a307, a308, a309, a310, a311) =AVERAGE(b307, b308, b309, b310, b311) =AVERAGE(c307, c308, c309, c310, c311) =AVERAGE(d307, d308, d309, d310, d311) =AVERAGE(e307, e308, e309, e310, e311) =AVERAGE(f307, f308, f309, f310, f311) =AVERAGE(g307, g308, g309, g310, g311) =AVERAGE(h307, h308, h309, h310, h311) =AVERAGE(i307, i308, i309, i310, i311) =AVERAGE(j307, j308, j309, j310, j311) =AVERAGE(k307, k308, k309, k310, k311) =AVERAGE(l307, l308, l309, l310, l311) =AVERAGE(m307, m308, m309, m310, m311) =AVERAGE(n307, n308, n309, n310, n311) =AVERAGE(o307, o308, o309, o310, o311) =AVERAGE(p307, p308, p309, p310, p311) =AVERAGE(q307, q308, q309, q310, q311) =AVERAGE(r307, r308, r309, r310, r311) =AVERAGE(s307, s308, s309, s310, s311) =AVERAGE(t307, t308, t309, t310, t311) =STDEV.P(a307, a308, a309, a310, a311) =STDEV.P(b307, b308, b309, b310, b311) =STDEV.P(c307, c308, c309, c310, c311) =STDEV.P(d307, d308, d309, d310, d311) =STDEV.P(e307, e308, e309, e310, e311) =STDEV.P(f307, f308, f309, f310, f311) =STDEV.P(g307, g308, g309, g310, g311) =STDEV.P(h307, h308, h309, h310, h311) =STDEV.P(i307, i308, i309, i310, i311) =STDEV.P(j307, j308, j309, j310, j311) =STDEV.P(k307, k308, k309, k310, k311) =STDEV.P(l307, l308, l309, l310, l311) =STDEV.P(m307, m308, m309, m310, m311) =STDEV.P(n307, n308, n309, n310, n311) =STDEV.P(o307, o308, o309, o310, o311) =STDEV.P(p307, p308, p309, p310, p311) =STDEV.P(q307, q308, q309, q310, q311) =STDEV.P(r307, r308, r309, r310, r311) =STDEV.P(s307, s308, s309, s310, s311) =STDEV.P(t307, t308, t309, t310, t311)
+=AVERAGE(a312, a313, a314, a315, a316) =AVERAGE(b312, b313, b314, b315, b316) =AVERAGE(c312, c313, c314, c315, c316) =AVERAGE(d312, d313, d314, d315, d316) =AVERAGE(e312, e313, e314, e315, e316) =AVERAGE(f312, f313, f314, f315, f316) =AVERAGE(g312, g313, g314, g315, g316) =AVERAGE(h312, h313, h314, h315, h316) =AVERAGE(i312, i313, i314, i315, i316) =AVERAGE(j312, j313, j314, j315, j316) =AVERAGE(k312, k313, k314, k315, k316) =AVERAGE(l312, l313, l314, l315, l316) =AVERAGE(m312, m313, m314, m315, m316) =AVERAGE(n312, n313, n314, n315, n316) =AVERAGE(o312, o313, o314, o315, o316) =AVERAGE(p312, p313, p314, p315, p316) =AVERAGE(q312, q313, q314, q315, q316) =AVERAGE(r312, r313, r314, r315, r316) =AVERAGE(s312, s313, s314, s315, s316) =AVERAGE(t312, t313, t314, t315, t316) =STDEV.P(a312, a313, a314, a315, a316) =STDEV.P(b312, b313, b314, b315, b316) =STDEV.P(c312, c313, c314, c315, c316) =STDEV.P(d312, d313, d314, d315, d316) =STDEV.P(e312, e313, e314, e315, e316) =STDEV.P(f312, f313, f314, f315, f316) =STDEV.P(g312, g313, g314, g315, g316) =STDEV.P(h312, h313, h314, h315, h316) =STDEV.P(i312, i313, i314, i315, i316) =STDEV.P(j312, j313, j314, j315, j316) =STDEV.P(k312, k313, k314, k315, k316) =STDEV.P(l312, l313, l314, l315, l316) =STDEV.P(m312, m313, m314, m315, m316) =STDEV.P(n312, n313, n314, n315, n316) =STDEV.P(o312, o313, o314, o315, o316) =STDEV.P(p312, p313, p314, p315, p316) =STDEV.P(q312, q313, q314, q315, q316) =STDEV.P(r312, r313, r314, r315, r316) =STDEV.P(s312, s313, s314, s315, s316) =STDEV.P(t312, t313, t314, t315, t316)
+=AVERAGE(a317, a318, a319, a320, a321) =AVERAGE(b317, b318, b319, b320, b321) =AVERAGE(c317, c318, c319, c320, c321) =AVERAGE(d317, d318, d319, d320, d321) =AVERAGE(e317, e318, e319, e320, e321) =AVERAGE(f317, f318, f319, f320, f321) =AVERAGE(g317, g318, g319, g320, g321) =AVERAGE(h317, h318, h319, h320, h321) =AVERAGE(i317, i318, i319, i320, i321) =AVERAGE(j317, j318, j319, j320, j321) =AVERAGE(k317, k318, k319, k320, k321) =AVERAGE(l317, l318, l319, l320, l321) =AVERAGE(m317, m318, m319, m320, m321) =AVERAGE(n317, n318, n319, n320, n321) =AVERAGE(o317, o318, o319, o320, o321) =AVERAGE(p317, p318, p319, p320, p321) =AVERAGE(q317, q318, q319, q320, q321) =AVERAGE(r317, r318, r319, r320, r321) =AVERAGE(s317, s318, s319, s320, s321) =AVERAGE(t317, t318, t319, t320, t321) =STDEV.P(a317, a318, a319, a320, a321) =STDEV.P(b317, b318, b319, b320, b321) =STDEV.P(c317, c318, c319, c320, c321) =STDEV.P(d317, d318, d319, d320, d321) =STDEV.P(e317, e318, e319, e320, e321) =STDEV.P(f317, f318, f319, f320, f321) =STDEV.P(g317, g318, g319, g320, g321) =STDEV.P(h317, h318, h319, h320, h321) =STDEV.P(i317, i318, i319, i320, i321) =STDEV.P(j317, j318, j319, j320, j321) =STDEV.P(k317, k318, k319, k320, k321) =STDEV.P(l317, l318, l319, l320, l321) =STDEV.P(m317, m318, m319, m320, m321) =STDEV.P(n317, n318, n319, n320, n321) =STDEV.P(o317, o318, o319, o320, o321) =STDEV.P(p317, p318, p319, p320, p321) =STDEV.P(q317, q318, q319, q320, q321) =STDEV.P(r317, r318, r319, r320, r321) =STDEV.P(s317, s318, s319, s320, s321) =STDEV.P(t317, t318, t319, t320, t321)
+=AVERAGE(a322, a323, a324, a325, a326) =AVERAGE(b322, b323, b324, b325, b326) =AVERAGE(c322, c323, c324, c325, c326) =AVERAGE(d322, d323, d324, d325, d326) =AVERAGE(e322, e323, e324, e325, e326) =AVERAGE(f322, f323, f324, f325, f326) =AVERAGE(g322, g323, g324, g325, g326) =AVERAGE(h322, h323, h324, h325, h326) =AVERAGE(i322, i323, i324, i325, i326) =AVERAGE(j322, j323, j324, j325, j326) =AVERAGE(k322, k323, k324, k325, k326) =AVERAGE(l322, l323, l324, l325, l326) =AVERAGE(m322, m323, m324, m325, m326) =AVERAGE(n322, n323, n324, n325, n326) =AVERAGE(o322, o323, o324, o325, o326) =AVERAGE(p322, p323, p324, p325, p326) =AVERAGE(q322, q323, q324, q325, q326) =AVERAGE(r322, r323, r324, r325, r326) =AVERAGE(s322, s323, s324, s325, s326) =AVERAGE(t322, t323, t324, t325, t326) =STDEV.P(a322, a323, a324, a325, a326) =STDEV.P(b322, b323, b324, b325, b326) =STDEV.P(c322, c323, c324, c325, c326) =STDEV.P(d322, d323, d324, d325, d326) =STDEV.P(e322, e323, e324, e325, e326) =STDEV.P(f322, f323, f324, f325, f326) =STDEV.P(g322, g323, g324, g325, g326) =STDEV.P(h322, h323, h324, h325, h326) =STDEV.P(i322, i323, i324, i325, i326) =STDEV.P(j322, j323, j324, j325, j326) =STDEV.P(k322, k323, k324, k325, k326) =STDEV.P(l322, l323, l324, l325, l326) =STDEV.P(m322, m323, m324, m325, m326) =STDEV.P(n322, n323, n324, n325, n326) =STDEV.P(o322, o323, o324, o325, o326) =STDEV.P(p322, p323, p324, p325, p326) =STDEV.P(q322, q323, q324, q325, q326) =STDEV.P(r322, r323, r324, r325, r326) =STDEV.P(s322, s323, s324, s325, s326) =STDEV.P(t322, t323, t324, t325, t326)
+=AVERAGE(a327, a328, a329, a330) =AVERAGE(b327, b328, b329, b330) =AVERAGE(c327, c328, c329, c330) =AVERAGE(d327, d328, d329, d330) =AVERAGE(e327, e328, e329, e330) =AVERAGE(f327, f328, f329, f330) =AVERAGE(g327, g328, g329, g330) =AVERAGE(h327, h328, h329, h330) =AVERAGE(i327, i328, i329, i330) =AVERAGE(j327, j328, j329, j330) =AVERAGE(k327, k328, k329, k330) =AVERAGE(l327, l328, l329, l330) =AVERAGE(m327, m328, m329, m330) =AVERAGE(n327, n328, n329, n330) =AVERAGE(o327, o328, o329, o330) =AVERAGE(p327, p328, p329, p330) =AVERAGE(q327, q328, q329, q330) =AVERAGE(r327, r328, r329, r330) =AVERAGE(s327, s328, s329, s330) =AVERAGE(t327, t328, t329, t330) =STDEV.P(a327, a328, a329, a330) =STDEV.P(b327, b328, b329, b330) =STDEV.P(c327, c328, c329, c330) =STDEV.P(d327, d328, d329, d330) =STDEV.P(e327, e328, e329, e330) =STDEV.P(f327, f328, f329, f330) =STDEV.P(g327, g328, g329, g330) =STDEV.P(h327, h328, h329, h330) =STDEV.P(i327, i328, i329, i330) =STDEV.P(j327, j328, j329, j330) =STDEV.P(k327, k328, k329, k330) =STDEV.P(l327, l328, l329, l330) =STDEV.P(m327, m328, m329, m330) =STDEV.P(n327, n328, n329, n330) =STDEV.P(o327, o328, o329, o330) =STDEV.P(p327, p328, p329, p330) =STDEV.P(q327, q328, q329, q330) =STDEV.P(r327, r328, r329, r330) =STDEV.P(s327, s328, s329, s330) =STDEV.P(t327, t328, t329, t330)
+=AVERAGE(a331, a332, a333, a334) =AVERAGE(b331, b332, b333, b334) =AVERAGE(c331, c332, c333, c334) =AVERAGE(d331, d332, d333, d334) =AVERAGE(e331, e332, e333, e334) =AVERAGE(f331, f332, f333, f334) =AVERAGE(g331, g332, g333, g334) =AVERAGE(h331, h332, h333, h334) =AVERAGE(i331, i332, i333, i334) =AVERAGE(j331, j332, j333, j334) =AVERAGE(k331, k332, k333, k334) =AVERAGE(l331, l332, l333, l334) =AVERAGE(m331, m332, m333, m334) =AVERAGE(n331, n332, n333, n334) =AVERAGE(o331, o332, o333, o334) =AVERAGE(p331, p332, p333, p334) =AVERAGE(q331, q332, q333, q334) =AVERAGE(r331, r332, r333, r334) =AVERAGE(s331, s332, s333, s334) =AVERAGE(t331, t332, t333, t334) =STDEV.P(a331, a332, a333, a334) =STDEV.P(b331, b332, b333, b334) =STDEV.P(c331, c332, c333, c334) =STDEV.P(d331, d332, d333, d334) =STDEV.P(e331, e332, e333, e334) =STDEV.P(f331, f332, f333, f334) =STDEV.P(g331, g332, g333, g334) =STDEV.P(h331, h332, h333, h334) =STDEV.P(i331, i332, i333, i334) =STDEV.P(j331, j332, j333, j334) =STDEV.P(k331, k332, k333, k334) =STDEV.P(l331, l332, l333, l334) =STDEV.P(m331, m332, m333, m334) =STDEV.P(n331, n332, n333, n334) =STDEV.P(o331, o332, o333, o334) =STDEV.P(p331, p332, p333, p334) =STDEV.P(q331, q332, q333, q334) =STDEV.P(r331, r332, r333, r334) =STDEV.P(s331, s332, s333, s334) =STDEV.P(t331, t332, t333, t334)
+=AVERAGE(a335, a336, a337, a338) =AVERAGE(b335, b336, b337, b338) =AVERAGE(c335, c336, c337, c338) =AVERAGE(d335, d336, d337, d338) =AVERAGE(e335, e336, e337, e338) =AVERAGE(f335, f336, f337, f338) =AVERAGE(g335, g336, g337, g338) =AVERAGE(h335, h336, h337, h338) =AVERAGE(i335, i336, i337, i338) =AVERAGE(j335, j336, j337, j338) =AVERAGE(k335, k336, k337, k338) =AVERAGE(l335, l336, l337, l338) =AVERAGE(m335, m336, m337, m338) =AVERAGE(n335, n336, n337, n338) =AVERAGE(o335, o336, o337, o338) =AVERAGE(p335, p336, p337, p338) =AVERAGE(q335, q336, q337, q338) =AVERAGE(r335, r336, r337, r338) =AVERAGE(s335, s336, s337, s338) =AVERAGE(t335, t336, t337, t338) =STDEV.P(a335, a336, a337, a338) =STDEV.P(b335, b336, b337, b338) =STDEV.P(c335, c336, c337, c338) =STDEV.P(d335, d336, d337, d338) =STDEV.P(e335, e336, e337, e338) =STDEV.P(f335, f336, f337, f338) =STDEV.P(g335, g336, g337, g338) =STDEV.P(h335, h336, h337, h338) =STDEV.P(i335, i336, i337, i338) =STDEV.P(j335, j336, j337, j338) =STDEV.P(k335, k336, k337, k338) =STDEV.P(l335, l336, l337, l338) =STDEV.P(m335, m336, m337, m338) =STDEV.P(n335, n336, n337, n338) =STDEV.P(o335, o336, o337, o338) =STDEV.P(p335, p336, p337, p338) =STDEV.P(q335, q336, q337, q338) =STDEV.P(r335, r336, r337, r338) =STDEV.P(s335, s336, s337, s338) =STDEV.P(t335, t336, t337, t338)
+=AVERAGE(a339, a340, a341, a342) =AVERAGE(b339, b340, b341, b342) =AVERAGE(c339, c340, c341, c342) =AVERAGE(d339, d340, d341, d342) =AVERAGE(e339, e340, e341, e342) =AVERAGE(f339, f340, f341, f342) =AVERAGE(g339, g340, g341, g342) =AVERAGE(h339, h340, h341, h342) =AVERAGE(i339, i340, i341, i342) =AVERAGE(j339, j340, j341, j342) =AVERAGE(k339, k340, k341, k342) =AVERAGE(l339, l340, l341, l342) =AVERAGE(m339, m340, m341, m342) =AVERAGE(n339, n340, n341, n342) =AVERAGE(o339, o340, o341, o342) =AVERAGE(p339, p340, p341, p342) =AVERAGE(q339, q340, q341, q342) =AVERAGE(r339, r340, r341, r342) =AVERAGE(s339, s340, s341, s342) =AVERAGE(t339, t340, t341, t342) =STDEV.P(a339, a340, a341, a342) =STDEV.P(b339, b340, b341, b342) =STDEV.P(c339, c340, c341, c342) =STDEV.P(d339, d340, d341, d342) =STDEV.P(e339, e340, e341, e342) =STDEV.P(f339, f340, f341, f342) =STDEV.P(g339, g340, g341, g342) =STDEV.P(h339, h340, h341, h342) =STDEV.P(i339, i340, i341, i342) =STDEV.P(j339, j340, j341, j342) =STDEV.P(k339, k340, k341, k342) =STDEV.P(l339, l340, l341, l342) =STDEV.P(m339, m340, m341, m342) =STDEV.P(n339, n340, n341, n342) =STDEV.P(o339, o340, o341, o342) =STDEV.P(p339, p340, p341, p342) =STDEV.P(q339, q340, q341, q342) =STDEV.P(r339, r340, r341, r342) =STDEV.P(s339, s340, s341, s342) =STDEV.P(t339, t340, t341, t342)
+=AVERAGE(a343, a344, a345, a346) =AVERAGE(b343, b344, b345, b346) =AVERAGE(c343, c344, c345, c346) =AVERAGE(d343, d344, d345, d346) =AVERAGE(e343, e344, e345, e346) =AVERAGE(f343, f344, f345, f346) =AVERAGE(g343, g344, g345, g346) =AVERAGE(h343, h344, h345, h346) =AVERAGE(i343, i344, i345, i346) =AVERAGE(j343, j344, j345, j346) =AVERAGE(k343, k344, k345, k346) =AVERAGE(l343, l344, l345, l346) =AVERAGE(m343, m344, m345, m346) =AVERAGE(n343, n344, n345, n346) =AVERAGE(o343, o344, o345, o346) =AVERAGE(p343, p344, p345, p346) =AVERAGE(q343, q344, q345, q346) =AVERAGE(r343, r344, r345, r346) =AVERAGE(s343, s344, s345, s346) =AVERAGE(t343, t344, t345, t346) =STDEV.P(a343, a344, a345, a346) =STDEV.P(b343, b344, b345, b346) =STDEV.P(c343, c344, c345, c346) =STDEV.P(d343, d344, d345, d346) =STDEV.P(e343, e344, e345, e346) =STDEV.P(f343, f344, f345, f346) =STDEV.P(g343, g344, g345, g346) =STDEV.P(h343, h344, h345, h346) =STDEV.P(i343, i344, i345, i346) =STDEV.P(j343, j344, j345, j346) =STDEV.P(k343, k344, k345, k346) =STDEV.P(l343, l344, l345, l346) =STDEV.P(m343, m344, m345, m346) =STDEV.P(n343, n344, n345, n346) =STDEV.P(o343, o344, o345, o346) =STDEV.P(p343, p344, p345, p346) =STDEV.P(q343, q344, q345, q346) =STDEV.P(r343, r344, r345, r346) =STDEV.P(s343, s344, s345, s346) =STDEV.P(t343, t344, t345, t346)
+=AVERAGE(a347, a348, a349, a350) =AVERAGE(b347, b348, b349, b350) =AVERAGE(c347, c348, c349, c350) =AVERAGE(d347, d348, d349, d350) =AVERAGE(e347, e348, e349, e350) =AVERAGE(f347, f348, f349, f350) =AVERAGE(g347, g348, g349, g350) =AVERAGE(h347, h348, h349, h350) =AVERAGE(i347, i348, i349, i350) =AVERAGE(j347, j348, j349, j350) =AVERAGE(k347, k348, k349, k350) =AVERAGE(l347, l348, l349, l350) =AVERAGE(m347, m348, m349, m350) =AVERAGE(n347, n348, n349, n350) =AVERAGE(o347, o348, o349, o350) =AVERAGE(p347, p348, p349, p350) =AVERAGE(q347, q348, q349, q350) =AVERAGE(r347, r348, r349, r350) =AVERAGE(s347, s348, s349, s350) =AVERAGE(t347, t348, t349, t350) =STDEV.P(a347, a348, a349, a350) =STDEV.P(b347, b348, b349, b350) =STDEV.P(c347, c348, c349, c350) =STDEV.P(d347, d348, d349, d350) =STDEV.P(e347, e348, e349, e350) =STDEV.P(f347, f348, f349, f350) =STDEV.P(g347, g348, g349, g350) =STDEV.P(h347, h348, h349, h350) =STDEV.P(i347, i348, i349, i350) =STDEV.P(j347, j348, j349, j350) =STDEV.P(k347, k348, k349, k350) =STDEV.P(l347, l348, l349, l350) =STDEV.P(m347, m348, m349, m350) =STDEV.P(n347, n348, n349, n350) =STDEV.P(o347, o348, o349, o350) =STDEV.P(p347, p348, p349, p350) =STDEV.P(q347, q348, q349, q350) =STDEV.P(r347, r348, r349, r350) =STDEV.P(s347, s348, s349, s350) =STDEV.P(t347, t348, t349, t350)
+=AVERAGE(a351, a352, a353, a354) =AVERAGE(b351, b352, b353, b354) =AVERAGE(c351, c352, c353, c354) =AVERAGE(d351, d352, d353, d354) =AVERAGE(e351, e352, e353, e354) =AVERAGE(f351, f352, f353, f354) =AVERAGE(g351, g352, g353, g354) =AVERAGE(h351, h352, h353, h354) =AVERAGE(i351, i352, i353, i354) =AVERAGE(j351, j352, j353, j354) =AVERAGE(k351, k352, k353, k354) =AVERAGE(l351, l352, l353, l354) =AVERAGE(m351, m352, m353, m354) =AVERAGE(n351, n352, n353, n354) =AVERAGE(o351, o352, o353, o354) =AVERAGE(p351, p352, p353, p354) =AVERAGE(q351, q352, q353, q354) =AVERAGE(r351, r352, r353, r354) =AVERAGE(s351, s352, s353, s354) =AVERAGE(t351, t352, t353, t354) =STDEV.P(a351, a352, a353, a354) =STDEV.P(b351, b352, b353, b354) =STDEV.P(c351, c352, c353, c354) =STDEV.P(d351, d352, d353, d354) =STDEV.P(e351, e352, e353, e354) =STDEV.P(f351, f352, f353, f354) =STDEV.P(g351, g352, g353, g354) =STDEV.P(h351, h352, h353, h354) =STDEV.P(i351, i352, i353, i354) =STDEV.P(j351, j352, j353, j354) =STDEV.P(k351, k352, k353, k354) =STDEV.P(l351, l352, l353, l354) =STDEV.P(m351, m352, m353, m354) =STDEV.P(n351, n352, n353, n354) =STDEV.P(o351, o352, o353, o354) =STDEV.P(p351, p352, p353, p354) =STDEV.P(q351, q352, q353, q354) =STDEV.P(r351, r352, r353, r354) =STDEV.P(s351, s352, s353, s354) =STDEV.P(t351, t352, t353, t354)
+=AVERAGE(a355, a356, a357, a358) =AVERAGE(b355, b356, b357, b358) =AVERAGE(c355, c356, c357, c358) =AVERAGE(d355, d356, d357, d358) =AVERAGE(e355, e356, e357, e358) =AVERAGE(f355, f356, f357, f358) =AVERAGE(g355, g356, g357, g358) =AVERAGE(h355, h356, h357, h358) =AVERAGE(i355, i356, i357, i358) =AVERAGE(j355, j356, j357, j358) =AVERAGE(k355, k356, k357, k358) =AVERAGE(l355, l356, l357, l358) =AVERAGE(m355, m356, m357, m358) =AVERAGE(n355, n356, n357, n358) =AVERAGE(o355, o356, o357, o358) =AVERAGE(p355, p356, p357, p358) =AVERAGE(q355, q356, q357, q358) =AVERAGE(r355, r356, r357, r358) =AVERAGE(s355, s356, s357, s358) =AVERAGE(t355, t356, t357, t358) =STDEV.P(a355, a356, a357, a358) =STDEV.P(b355, b356, b357, b358) =STDEV.P(c355, c356, c357, c358) =STDEV.P(d355, d356, d357, d358) =STDEV.P(e355, e356, e357, e358) =STDEV.P(f355, f356, f357, f358) =STDEV.P(g355, g356, g357, g358) =STDEV.P(h355, h356, h357, h358) =STDEV.P(i355, i356, i357, i358) =STDEV.P(j355, j356, j357, j358) =STDEV.P(k355, k356, k357, k358) =STDEV.P(l355, l356, l357, l358) =STDEV.P(m355, m356, m357, m358) =STDEV.P(n355, n356, n357, n358) =STDEV.P(o355, o356, o357, o358) =STDEV.P(p355, p356, p357, p358) =STDEV.P(q355, q356, q357, q358) =STDEV.P(r355, r356, r357, r358) =STDEV.P(s355, s356, s357, s358) =STDEV.P(t355, t356, t357, t358)
+=AVERAGE(a359, a360, a361, a362) =AVERAGE(b359, b360, b361, b362) =AVERAGE(c359, c360, c361, c362) =AVERAGE(d359, d360, d361, d362) =AVERAGE(e359, e360, e361, e362) =AVERAGE(f359, f360, f361, f362) =AVERAGE(g359, g360, g361, g362) =AVERAGE(h359, h360, h361, h362) =AVERAGE(i359, i360, i361, i362) =AVERAGE(j359, j360, j361, j362) =AVERAGE(k359, k360, k361, k362) =AVERAGE(l359, l360, l361, l362) =AVERAGE(m359, m360, m361, m362) =AVERAGE(n359, n360, n361, n362) =AVERAGE(o359, o360, o361, o362) =AVERAGE(p359, p360, p361, p362) =AVERAGE(q359, q360, q361, q362) =AVERAGE(r359, r360, r361, r362) =AVERAGE(s359, s360, s361, s362) =AVERAGE(t359, t360, t361, t362) =STDEV.P(a359, a360, a361, a362) =STDEV.P(b359, b360, b361, b362) =STDEV.P(c359, c360, c361, c362) =STDEV.P(d359, d360, d361, d362) =STDEV.P(e359, e360, e361, e362) =STDEV.P(f359, f360, f361, f362) =STDEV.P(g359, g360, g361, g362) =STDEV.P(h359, h360, h361, h362) =STDEV.P(i359, i360, i361, i362) =STDEV.P(j359, j360, j361, j362) =STDEV.P(k359, k360, k361, k362) =STDEV.P(l359, l360, l361, l362) =STDEV.P(m359, m360, m361, m362) =STDEV.P(n359, n360, n361, n362) =STDEV.P(o359, o360, o361, o362) =STDEV.P(p359, p360, p361, p362) =STDEV.P(q359, q360, q361, q362) =STDEV.P(r359, r360, r361, r362) =STDEV.P(s359, s360, s361, s362) =STDEV.P(t359, t360, t361, t362)
+=AVERAGE(a363, a364, a365, a366) =AVERAGE(b363, b364, b365, b366) =AVERAGE(c363, c364, c365, c366) =AVERAGE(d363, d364, d365, d366) =AVERAGE(e363, e364, e365, e366) =AVERAGE(f363, f364, f365, f366) =AVERAGE(g363, g364, g365, g366) =AVERAGE(h363, h364, h365, h366) =AVERAGE(i363, i364, i365, i366) =AVERAGE(j363, j364, j365, j366) =AVERAGE(k363, k364, k365, k366) =AVERAGE(l363, l364, l365, l366) =AVERAGE(m363, m364, m365, m366) =AVERAGE(n363, n364, n365, n366) =AVERAGE(o363, o364, o365, o366) =AVERAGE(p363, p364, p365, p366) =AVERAGE(q363, q364, q365, q366) =AVERAGE(r363, r364, r365, r366) =AVERAGE(s363, s364, s365, s366) =AVERAGE(t363, t364, t365, t366) =STDEV.P(a363, a364, a365, a366) =STDEV.P(b363, b364, b365, b366) =STDEV.P(c363, c364, c365, c366) =STDEV.P(d363, d364, d365, d366) =STDEV.P(e363, e364, e365, e366) =STDEV.P(f363, f364, f365, f366) =STDEV.P(g363, g364, g365, g366) =STDEV.P(h363, h364, h365, h366) =STDEV.P(i363, i364, i365, i366) =STDEV.P(j363, j364, j365, j366) =STDEV.P(k363, k364, k365, k366) =STDEV.P(l363, l364, l365, l366) =STDEV.P(m363, m364, m365, m366) =STDEV.P(n363, n364, n365, n366) =STDEV.P(o363, o364, o365, o366) =STDEV.P(p363, p364, p365, p366) =STDEV.P(q363, q364, q365, q366) =STDEV.P(r363, r364, r365, r366) =STDEV.P(s363, s364, s365, s366) =STDEV.P(t363, t364, t365, t366)
+=AVERAGE(a367, a368, a369, a370) =AVERAGE(b367, b368, b369, b370) =AVERAGE(c367, c368, c369, c370) =AVERAGE(d367, d368, d369, d370) =AVERAGE(e367, e368, e369, e370) =AVERAGE(f367, f368, f369, f370) =AVERAGE(g367, g368, g369, g370) =AVERAGE(h367, h368, h369, h370) =AVERAGE(i367, i368, i369, i370) =AVERAGE(j367, j368, j369, j370) =AVERAGE(k367, k368, k369, k370) =AVERAGE(l367, l368, l369, l370) =AVERAGE(m367, m368, m369, m370) =AVERAGE(n367, n368, n369, n370) =AVERAGE(o367, o368, o369, o370) =AVERAGE(p367, p368, p369, p370) =AVERAGE(q367, q368, q369, q370) =AVERAGE(r367, r368, r369, r370) =AVERAGE(s367, s368, s369, s370) =AVERAGE(t367, t368, t369, t370) =STDEV.P(a367, a368, a369, a370) =STDEV.P(b367, b368, b369, b370) =STDEV.P(c367, c368, c369, c370) =STDEV.P(d367, d368, d369, d370) =STDEV.P(e367, e368, e369, e370) =STDEV.P(f367, f368, f369, f370) =STDEV.P(g367, g368, g369, g370) =STDEV.P(h367, h368, h369, h370) =STDEV.P(i367, i368, i369, i370) =STDEV.P(j367, j368, j369, j370) =STDEV.P(k367, k368, k369, k370) =STDEV.P(l367, l368, l369, l370) =STDEV.P(m367, m368, m369, m370) =STDEV.P(n367, n368, n369, n370) =STDEV.P(o367, o368, o369, o370) =STDEV.P(p367, p368, p369, p370) =STDEV.P(q367, q368, q369, q370) =STDEV.P(r367, r368, r369, r370) =STDEV.P(s367, s368, s369, s370) =STDEV.P(t367, t368, t369, t370)
+=AVERAGE(a371, a372, a373, a374) =AVERAGE(b371, b372, b373, b374) =AVERAGE(c371, c372, c373, c374) =AVERAGE(d371, d372, d373, d374) =AVERAGE(e371, e372, e373, e374) =AVERAGE(f371, f372, f373, f374) =AVERAGE(g371, g372, g373, g374) =AVERAGE(h371, h372, h373, h374) =AVERAGE(i371, i372, i373, i374) =AVERAGE(j371, j372, j373, j374) =AVERAGE(k371, k372, k373, k374) =AVERAGE(l371, l372, l373, l374) =AVERAGE(m371, m372, m373, m374) =AVERAGE(n371, n372, n373, n374) =AVERAGE(o371, o372, o373, o374) =AVERAGE(p371, p372, p373, p374) =AVERAGE(q371, q372, q373, q374) =AVERAGE(r371, r372, r373, r374) =AVERAGE(s371, s372, s373, s374) =AVERAGE(t371, t372, t373, t374) =STDEV.P(a371, a372, a373, a374) =STDEV.P(b371, b372, b373, b374) =STDEV.P(c371, c372, c373, c374) =STDEV.P(d371, d372, d373, d374) =STDEV.P(e371, e372, e373, e374) =STDEV.P(f371, f372, f373, f374) =STDEV.P(g371, g372, g373, g374) =STDEV.P(h371, h372, h373, h374) =STDEV.P(i371, i372, i373, i374) =STDEV.P(j371, j372, j373, j374) =STDEV.P(k371, k372, k373, k374) =STDEV.P(l371, l372, l373, l374) =STDEV.P(m371, m372, m373, m374) =STDEV.P(n371, n372, n373, n374) =STDEV.P(o371, o372, o373, o374) =STDEV.P(p371, p372, p373, p374) =STDEV.P(q371, q372, q373, q374) =STDEV.P(r371, r372, r373, r374) =STDEV.P(s371, s372, s373, s374) =STDEV.P(t371, t372, t373, t374)
+=AVERAGE(a375, a376, a377, a378) =AVERAGE(b375, b376, b377, b378) =AVERAGE(c375, c376, c377, c378) =AVERAGE(d375, d376, d377, d378) =AVERAGE(e375, e376, e377, e378) =AVERAGE(f375, f376, f377, f378) =AVERAGE(g375, g376, g377, g378) =AVERAGE(h375, h376, h377, h378) =AVERAGE(i375, i376, i377, i378) =AVERAGE(j375, j376, j377, j378) =AVERAGE(k375, k376, k377, k378) =AVERAGE(l375, l376, l377, l378) =AVERAGE(m375, m376, m377, m378) =AVERAGE(n375, n376, n377, n378) =AVERAGE(o375, o376, o377, o378) =AVERAGE(p375, p376, p377, p378) =AVERAGE(q375, q376, q377, q378) =AVERAGE(r375, r376, r377, r378) =AVERAGE(s375, s376, s377, s378) =AVERAGE(t375, t376, t377, t378) =STDEV.P(a375, a376, a377, a378) =STDEV.P(b375, b376, b377, b378) =STDEV.P(c375, c376, c377, c378) =STDEV.P(d375, d376, d377, d378) =STDEV.P(e375, e376, e377, e378) =STDEV.P(f375, f376, f377, f378) =STDEV.P(g375, g376, g377, g378) =STDEV.P(h375, h376, h377, h378) =STDEV.P(i375, i376, i377, i378) =STDEV.P(j375, j376, j377, j378) =STDEV.P(k375, k376, k377, k378) =STDEV.P(l375, l376, l377, l378) =STDEV.P(m375, m376, m377, m378) =STDEV.P(n375, n376, n377, n378) =STDEV.P(o375, o376, o377, o378) =STDEV.P(p375, p376, p377, p378) =STDEV.P(q375, q376, q377, q378) =STDEV.P(r375, r376, r377, r378) =STDEV.P(s375, s376, s377, s378) =STDEV.P(t375, t376, t377, t378)
+=AVERAGE(a379, a380, a381, a382) =AVERAGE(b379, b380, b381, b382) =AVERAGE(c379, c380, c381, c382) =AVERAGE(d379, d380, d381, d382) =AVERAGE(e379, e380, e381, e382) =AVERAGE(f379, f380, f381, f382) =AVERAGE(g379, g380, g381, g382) =AVERAGE(h379, h380, h381, h382) =AVERAGE(i379, i380, i381, i382) =AVERAGE(j379, j380, j381, j382) =AVERAGE(k379, k380, k381, k382) =AVERAGE(l379, l380, l381, l382) =AVERAGE(m379, m380, m381, m382) =AVERAGE(n379, n380, n381, n382) =AVERAGE(o379, o380, o381, o382) =AVERAGE(p379, p380, p381, p382) =AVERAGE(q379, q380, q381, q382) =AVERAGE(r379, r380, r381, r382) =AVERAGE(s379, s380, s381, s382) =AVERAGE(t379, t380, t381, t382) =STDEV.P(a379, a380, a381, a382) =STDEV.P(b379, b380, b381, b382) =STDEV.P(c379, c380, c381, c382) =STDEV.P(d379, d380, d381, d382) =STDEV.P(e379, e380, e381, e382) =STDEV.P(f379, f380, f381, f382) =STDEV.P(g379, g380, g381, g382) =STDEV.P(h379, h380, h381, h382) =STDEV.P(i379, i380, i381, i382) =STDEV.P(j379, j380, j381, j382) =STDEV.P(k379, k380, k381, k382) =STDEV.P(l379, l380, l381, l382) =STDEV.P(m379, m380, m381, m382) =STDEV.P(n379, n380, n381, n382) =STDEV.P(o379, o380, o381, o382) =STDEV.P(p379, p380, p381, p382) =STDEV.P(q379, q380, q381, q382) =STDEV.P(r379, r380, r381, r382) =STDEV.P(s379, s380, s381, s382) =STDEV.P(t379, t380, t381, t382)
+=AVERAGE(a383, a384, a385, a386) =AVERAGE(b383, b384, b385, b386) =AVERAGE(c383, c384, c385, c386) =AVERAGE(d383, d384, d385, d386) =AVERAGE(e383, e384, e385, e386) =AVERAGE(f383, f384, f385, f386) =AVERAGE(g383, g384, g385, g386) =AVERAGE(h383, h384, h385, h386) =AVERAGE(i383, i384, i385, i386) =AVERAGE(j383, j384, j385, j386) =AVERAGE(k383, k384, k385, k386) =AVERAGE(l383, l384, l385, l386) =AVERAGE(m383, m384, m385, m386) =AVERAGE(n383, n384, n385, n386) =AVERAGE(o383, o384, o385, o386) =AVERAGE(p383, p384, p385, p386) =AVERAGE(q383, q384, q385, q386) =AVERAGE(r383, r384, r385, r386) =AVERAGE(s383, s384, s385, s386) =AVERAGE(t383, t384, t385, t386) =STDEV.P(a383, a384, a385, a386) =STDEV.P(b383, b384, b385, b386) =STDEV.P(c383, c384, c385, c386) =STDEV.P(d383, d384, d385, d386) =STDEV.P(e383, e384, e385, e386) =STDEV.P(f383, f384, f385, f386) =STDEV.P(g383, g384, g385, g386) =STDEV.P(h383, h384, h385, h386) =STDEV.P(i383, i384, i385, i386) =STDEV.P(j383, j384, j385, j386) =STDEV.P(k383, k384, k385, k386) =STDEV.P(l383, l384, l385, l386) =STDEV.P(m383, m384, m385, m386) =STDEV.P(n383, n384, n385, n386) =STDEV.P(o383, o384, o385, o386) =STDEV.P(p383, p384, p385, p386) =STDEV.P(q383, q384, q385, q386) =STDEV.P(r383, r384, r385, r386) =STDEV.P(s383, s384, s385, s386) =STDEV.P(t383, t384, t385, t386)
+=AVERAGE(a387, a388, a389, a390) =AVERAGE(b387, b388, b389, b390) =AVERAGE(c387, c388, c389, c390) =AVERAGE(d387, d388, d389, d390) =AVERAGE(e387, e388, e389, e390) =AVERAGE(f387, f388, f389, f390) =AVERAGE(g387, g388, g389, g390) =AVERAGE(h387, h388, h389, h390) =AVERAGE(i387, i388, i389, i390) =AVERAGE(j387, j388, j389, j390) =AVERAGE(k387, k388, k389, k390) =AVERAGE(l387, l388, l389, l390) =AVERAGE(m387, m388, m389, m390) =AVERAGE(n387, n388, n389, n390) =AVERAGE(o387, o388, o389, o390) =AVERAGE(p387, p388, p389, p390) =AVERAGE(q387, q388, q389, q390) =AVERAGE(r387, r388, r389, r390) =AVERAGE(s387, s388, s389, s390) =AVERAGE(t387, t388, t389, t390) =STDEV.P(a387, a388, a389, a390) =STDEV.P(b387, b388, b389, b390) =STDEV.P(c387, c388, c389, c390) =STDEV.P(d387, d388, d389, d390) =STDEV.P(e387, e388, e389, e390) =STDEV.P(f387, f388, f389, f390) =STDEV.P(g387, g388, g389, g390) =STDEV.P(h387, h388, h389, h390) =STDEV.P(i387, i388, i389, i390) =STDEV.P(j387, j388, j389, j390) =STDEV.P(k387, k388, k389, k390) =STDEV.P(l387, l388, l389, l390) =STDEV.P(m387, m388, m389, m390) =STDEV.P(n387, n388, n389, n390) =STDEV.P(o387, o388, o389, o390) =STDEV.P(p387, p388, p389, p390) =STDEV.P(q387, q388, q389, q390) =STDEV.P(r387, r388, r389, r390) =STDEV.P(s387, s388, s389, s390) =STDEV.P(t387, t388, t389, t390)
+=AVERAGE(a391, a392, a393, a394) =AVERAGE(b391, b392, b393, b394) =AVERAGE(c391, c392, c393, c394) =AVERAGE(d391, d392, d393, d394) =AVERAGE(e391, e392, e393, e394) =AVERAGE(f391, f392, f393, f394) =AVERAGE(g391, g392, g393, g394) =AVERAGE(h391, h392, h393, h394) =AVERAGE(i391, i392, i393, i394) =AVERAGE(j391, j392, j393, j394) =AVERAGE(k391, k392, k393, k394) =AVERAGE(l391, l392, l393, l394) =AVERAGE(m391, m392, m393, m394) =AVERAGE(n391, n392, n393, n394) =AVERAGE(o391, o392, o393, o394) =AVERAGE(p391, p392, p393, p394) =AVERAGE(q391, q392, q393, q394) =AVERAGE(r391, r392, r393, r394) =AVERAGE(s391, s392, s393, s394) =AVERAGE(t391, t392, t393, t394) =STDEV.P(a391, a392, a393, a394) =STDEV.P(b391, b392, b393, b394) =STDEV.P(c391, c392, c393, c394) =STDEV.P(d391, d392, d393, d394) =STDEV.P(e391, e392, e393, e394) =STDEV.P(f391, f392, f393, f394) =STDEV.P(g391, g392, g393, g394) =STDEV.P(h391, h392, h393, h394) =STDEV.P(i391, i392, i393, i394) =STDEV.P(j391, j392, j393, j394) =STDEV.P(k391, k392, k393, k394) =STDEV.P(l391, l392, l393, l394) =STDEV.P(m391, m392, m393, m394) =STDEV.P(n391, n392, n393, n394) =STDEV.P(o391, o392, o393, o394) =STDEV.P(p391, p392, p393, p394) =STDEV.P(q391, q392, q393, q394) =STDEV.P(r391, r392, r393, r394) =STDEV.P(s391, s392, s393, s394) =STDEV.P(t391, t392, t393, t394)
+
+0 0 0 0.0001 0 13.033 3.655 20 4 5 3 0 0.0001 0 13.033 3.655 20 4 5 3
+0 0 0 0.0001 0 13.015 3.685 14 5 29 5 0 0.0001 0 13.015 3.685 14 5 29 5
+0 0 0 0.0001 0 13.284 3.697 13 4 9 5 0 0.0001 0 13.284 3.697 13 4 9 5
+0 0 0 0.0001 0 13.054 3.656 9 4 18 5 0 0.0001 0 13.054 3.656 9 4 18 5
+0 0 0 0.0001 0 12.932 3.628 31 5 31 6 0 0.0001 0 12.932 3.628 31 5 31 6
+0 0 0 0.0001 0 13.166 3.68 30 5 7 5 0 0.0001 0 13.166 3.68 30 5 7 5
+0 0 0 0.0001 0 12.899 3.664 15 4 12 5 0 0.0001 0 12.899 3.664 15 4 12 5
+0 0 0 0.0001 0 13.005 3.668 19 4 18 6 0 0.0001 0 13.005 3.668 19 4 18 6
+0 0 0 0.0001 0 13.51 3.726 26 4 54 6 0 0.0001 0 13.51 3.726 26 4 54 6
+0 0 0 0.0001 0 13.173 3.666 25 5 20 6 0 0.0001 0 13.173 3.666 25 5 20 6
+1 0 0 0.0001 0 13.2 4.12 13 3 6 4 0 0.0001 0 13.117 3.888 13 3 5 3
+1 0 0 0.0001 0 13.157 4.159 39 6 36 7 0 0.0001 0 13.086 3.922 39 6 29 5
+1 0 0 0.0001 0 13.343 4.151 13 4 18 6 0 0.0001 0 13.314 3.924 13 4 9 5
+1 0 0 0.0001 0 13.196 4.125 9 4 11 4 0 0.0001 0 13.125 3.891 9 4 18 5
+1 0 0 0.0001 0 12.883 4.077 31 5 26 6 0 0.0001 0 12.907 3.853 31 5 31 6
+1 0 0 0.0001 0 13.182 4.126 16 5 6 5 0 0.0001 0 13.174 3.903 16 5 7 5
+1 0 0 0.0001 0 13.253 4.177 15 4 31 8 0 0.0001 0 13.076 3.921 15 4 12 5
+1 0 0 0.0001 0 13.041 4.098 11 3 30 6 0 0.0001 0 13.023 3.883 11 3 18 6
+1 0 0 0.0001 0 13.64 4.206 26 4 8 4 0 0.0001 0 13.575 3.966 26 4 54 6
+1 0 0 0.0001 0 12.93 4.084 12 4 28 8 0 0.0001 0 13.051 3.875 12 4 20 6
+2 0 0 0.0001 0 13.981 4.505 14 5 10 5 0 0.0001 0 13.405 4.093 14 5 5 3
+2 0 0 0.0001 0 13.788 4.498 38 6 21 5 0 0.0001 0 13.32 4.114 38 6 29 5
+2 0 0 0.0001 0 13.954 4.489 13 4 56 13 0 0.0001 0 13.527 4.112 13 4 9 5
+2 0 0 0.0001 0 13.971 4.477 15 4 10 4 0 0.0001 0 13.407 4.086 15 4 18 5
+2 0 0 0.0002 0 13.536 4.386 25 5 21 8 0 0.0002 0 13.117 4.031 25 5 31 6
+2 0 0 0.0001 0 13.924 4.472 15 3 11 4 0 0.0001 0 13.424 4.093 15 3 7 5
+2 0 0 0.0001 0 13.9 4.519 15 4 25 6 0 0.0001 0 13.351 4.12 15 4 12 5
+2 0 0 0.0001 0 13.683 4.415 11 3 5 3 0 0.0001 0 13.243 4.06 11 3 18 6
+2 0 0 0.0002 0 14.154 4.571 27 4 5 4 0 0.0002 0 13.768 4.168 27 4 5 4
+2 0 0 0.0002 0 13.725 4.446 19 5 44 9 0 0.0002 0 13.276 4.065 19 5 20 6
+3 0 0 0.0001 0 14.893 4.86 15 5 19 10 0 0.0001 0 13.777 4.285 15 5 5 3
+3 0 0 0.0001 0 14.349 4.8 38 6 20 8 0 0.0001 0 13.577 4.286 38 6 29 5
+3 0 0 0.0001 0 14.738 4.775 15 5 18 5 0 0.0001 0 13.83 4.278 15 5 9 5
+3 0 0 0.0001 0 14.311 4.709 15 4 16 5 0 0.0001 0 13.633 4.242 15 4 18 5
+3 0 0 0.0002 0 13.886 4.641 25 5 6 4 0 0.0002 0 13.309 4.183 25 5 31 6
+3 0 0 0.0002 0 14.544 4.762 32 5 30 9 0 0.0002 0 13.704 4.26 32 5 7 5
+3 0 0 0.0002 0 14.929 4.854 23 6 26 7 0 0.0002 0 13.745 4.303 23 6 12 5
+3 0 0 0.0001 0 14.553 4.754 11 3 15 6 0 0.0001 0 13.57 4.234 11 3 18 6
+3 0 0 0.0003 0 14.774 4.857 22 4 17 7 0 0.0003 0 14.019 4.34 22 4 5 4
+3 0 0 0.0002 0 14.343 4.74 19 5 24 7 0 0.0002 0 13.543 4.234 19 5 20 6
+4 0 0 0.0001 0 15.178 5.006 10 3 9 4 0 0.0001 0 14.057 4.429 10 3 5 3
+4 0 0 0.0001 0 14.924 5.048 31 6 7 5 0 0.0001 0 13.847 4.438 31 6 29 5
+4 0 0 0.0001 0 15.104 4.99 15 5 10 4 0 0.0001 0 14.085 4.42 15 5 9 5
+4 0 0 0.0001 0 14.778 4.931 15 4 38 8 0 0.0001 0 13.862 4.379 15 4 18 5
+4 0 0 0.0002 0 14.787 4.954 25 5 11 7 0 0.0002 0 13.605 4.337 25 5 31 6
+4 0 0 0.0002 0 15.316 5.001 32 5 7 5 0 0.0002 0 14.026 4.408 32 5 7 5
+4 0 0 0.0002 0 15.904 5.199 23 6 49 8 0 0.0002 0 14.177 4.483 23 6 12 5
+4 0 0 0.0001 0 15.39 5.062 11 3 24 7 0 0.0001 0 13.934 4.4 11 3 18 6
+4 0 0 0.0003 0 15.516 5.056 22 4 22 6 0 0.0003 0 14.319 4.483 22 4 5 4
+4 0 0 0.0002 0 15.018 4.956 26 7 17 8 0 0.0002 0 13.838 4.378 26 7 20 6
+5 0 0 0.0001 0 15.894 5.254 20 7 10 5 0 0.0001 0 14.363 4.567 20 7 5 3
+5 0 0 0.0001 0 15.743 5.272 28 6 10 5 0 0.0001 0 14.163 4.577 28 6 29 5
+5 0 0 0.0002 0 15.619 5.21 14 4 27 9 0 0.0002 0 14.341 4.552 14 4 27 9
+5 0 0 0.0001 0 15.343 5.164 15 4 6 4 0 0.0001 0 14.109 4.51 15 4 18 5
+5 0 0 0.0002 0 15.79 5.236 96 13 24 8 0 0.0002 0 13.969 4.487 96 13 31 6
+5 0 0 0.0002 0 15.742 5.199 21 5 19 7 0 0.0002 0 14.312 4.54 21 5 7 5
+5 0 0 0.0002 0 16.507 5.361 26 7 8 4 0 0.0002 0 14.565 4.629 26 7 12 5
+5 0 0 0.0001 0 16.002 5.3 11 3 18 7 0 0.0001 0 14.279 4.55 11 3 18 6
+5 0 0 0.0006 0 16.344 5.269 25 7 14 5 0 0.0006 0 14.656 4.614 25 7 5 4
+5 0 0 0.0002 0 15.893 5.224 31 8 9 5 0 0.0002 0 14.18 4.519 31 8 20 6
+6 0 0 0.0001 0 16.372 5.434 15 4 26 7 0 0.0001 0 14.65 4.69 15 4 5 3
+6 0 0 0.0001 0 16.341 5.457 28 6 33 8 0 0.0001 0 14.474 4.703 28 6 29 5
+6 0 0 0.0002 0 15.94 5.338 14 4 29 6 0 0.0002 0 14.569 4.664 14 4 27 9
+6 0 0 0.0001 0 15.95 5.357 17 5 17 8 0 0.0001 0 14.372 4.631 17 5 18 5
+6 0 0 0.0002 0 17.269 5.549 29 8 4 3 0 0.0002 0 14.44 4.639 29 8 31 6
+6 0 0 0.0002 0 16.516 5.423 20 5 77 9 0 0.0002 0 14.627 4.666 20 5 7 5
+6 0 0 0.0002 0 17.019 5.549 26 7 15 5 0 0.0002 0 14.916 4.761 26 7 12 5
+6 0 0 0.0001 0 16.586 5.489 11 3 13 5 0 0.0001 0 14.609 4.684 11 3 18 6
+6 0 0 0.0053 0 17.603 5.546 17 5 25 6 0 0.0053 0 15.077 4.747 17 5 5 4
+6 0 0 0.0003 0 16.829 5.492 26 9 38 15 0 0.0003 0 14.559 4.658 26 9 20 6
+7 0 0.0001 0.0001 0 17.162 5.598 9 4 7 5 0 0.0001 0 14.964 4.804 9 4 5 3
+7 0 0 0.0002 0 17.288 5.697 35 6 18 8 0 0.0002 0 14.826 4.827 35 6 29 5
+7 0 0 0.0002 0 16.938 5.593 21 5 6 4 0 0.0002 0 14.865 4.78 21 5 27 9
+7 0 0 0.0001 0 16.375 5.532 17 5 5 3 0 0.0001 0 14.622 4.744 17 5 18 5
+7 0 0 0.0002 0 19.248 5.938 28 7 8 5 0 0.0002 0 15.041 4.801 28 7 31 6
+7 0 0 0.0008 0 17.667 5.719 15 4 8 4 0 0.0008 0 15.007 4.798 15 4 7 5
+7 0 0 0.0004 0 17.763 5.689 42 13 25 7 0 0.0004 0 15.272 4.877 42 13 12 5
+7 0 0 0.0001 0 17.266 5.661 34 9 17 10 0 0.0001 0 14.941 4.806 34 9 18 6
+7 0 0.0001 0.0178 0 18.823 5.781 18 6 37 7 0 0.0178 0 15.545 4.877 18 6 5 4
+7 0 0 0.0003 0 17.781 5.735 22 6 12 7 0 0.0003 0 14.961 4.793 22 6 20 6
+8 0 0.0001 0.0002 0 18.195 5.85 16 5 38 8 0 0.0002 0 15.323 4.92 16 5 5 3
+8 0 0 0.0002 0 18.073 5.896 46 10 15 4 0 0.0002 0 15.186 4.946 46 10 29 5
+8 0 0 0.0003 0 18.016 5.818 37 6 23 6 0 0.0003 0 15.215 4.896 37 6 27 9
+8 0 0 0.0002 0 17.091 5.756 13 4 11 8 0 0.0002 0 14.896 4.856 13 4 18 5
+8 0 0.0001 0.0003 0 22.829 6.454 62 9 36 8 0 0.0003 0 15.907 4.985 62 9 31 6
+8 0 0 0.0008 0 18.659 5.862 15 4 29 8 0 0.0008 0 15.413 4.916 15 4 7 5
+8 0 0 0.0005 0 19.037 6.004 38 10 17 5 0 0.0005 0 15.69 5.002 38 10 12 5
+8 0 0 0.0002 0 17.491 5.704 19 7 30 8 0 0.0002 0 15.224 4.906 19 7 18 6
+8 0 0.0002 0.0178 0 21.409 6.205 19 7 20 4 0.0001 0.0178 0 16.197 5.024 19 7 5 4
+8 0 0 0.0005 0 19.461 6.082 15 5 14 5 0 0.0005 0 15.461 4.936 15 5 20 6
+9 0 0.0001 0.0002 0 18.803 6.003 16 5 6 3 0 0.0002 0 15.671 5.028 16 5 5 3
+9 0 0 0.0003 0 19.147 6.12 57 7 31 11 0 0.0003 0 15.582 5.063 57 7 29 5
+9 0 0 0.0006 0 19.821 6.141 35 7 13 5 0 0.0006 0 15.676 5.02 35 7 27 9
+9 0 0 0.0002 0 17.315 5.822 13 4 9 4 0 0.0002 0 15.138 4.953 13 4 18 5
+9 0 0.0001 0.0003 0 27.521 7.115 73 12 12 6 0 0.0003 0 17.068 5.198 73 12 31 6
+9 0 0.0001 0.0008 0 20.961 6.259 15 4 5 3 0 0.0008 0 15.968 5.05 15 4 7 5
+9 0 0 0.0007 0 21.225 6.428 25 8 12 4 0 0.0007 0 16.244 5.145 25 8 12 5
+9 0 0 0.0002 0 18.032 5.871 16 5 38 11 0 0.0002 0 15.505 5.002 16 5 18 6
+9 0 0.0007 0.0217 0 23.04 6.442 23 9 23 8 0.0001 0.0217 0 16.881 5.166 23 9 5 4
+9 0 0.0001 0.0006 0 22.515 6.724 25 6 24 10 0 0.0006 0 16.167 5.115 25 6 20 6
+10 0 0.0001 0.0002 0 18.88 6.059 16 5 14 7 0 0.0002 0 15.963 5.122 16 5 5 3
+10 0 0 0.0003 0 20.173 6.322 45 10 28 7 0 0.0003 0 16 5.178 45 10 29 5
+10 0 0.0001 0.0007 0 23.712 6.677 50 10 9 4 0 0.0007 0 16.406 5.171 50 10 27 9
+10 0 0 0.0002 0 17.747 5.949 13 4 27 7 0 0.0002 0 15.375 5.043 13 4 18 5
+10 0 0.0001 0.0013 0 33.756 7.95 30 6 25 9 0 0.0013 0 18.585 5.448 30 6 31 6
+10 0 0.0001 0.0008 0 23.922 6.733 15 4 41 9 0 0.0008 0 16.691 5.203 15 4 7 5
+10 0 0.0001 0.0011 0 25.424 7.345 34 9 54 17 0 0.0011 0 17.078 5.345 34 9 12 5
+10 0 0 0.0006 0 18.765 6.015 18 6 26 8 0 0.0006 0 15.801 5.094 18 6 18 6
+10 0 0.0013 0.1043 0 25.311 6.933 38 10 19 7 0.0002 0.1043 0 17.647 5.327 38 10 5 4
+10 0 0.0001 0.0007 0 26.171 7.375 35 7 16 6 0 0.0007 0 17.076 5.32 35 7 20 6
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+43 0 0.0054 0.0619 0 90.079 14.794 119 16 36 8 0.0005 0.0619 0 46.789 9.571 119 16 18 5
+43 0 0.0057 0.0274 0 89.816 13.685 41 9 116 16 0.0025 0.0274 0 54.972 10.219 41 9 31 6
+44 0 0.0063 0.0217 0 119.377 15.332 174 17 117 17 0.0009 0.0217 0 49.428 9.561 174 17 5 3
+44 0 0.0003 0.0012 0 108.833 14.541 120 14 142 17 0.0002 0.0012 0 56.847 10.482 120 14 29 5
+44 0 0.0112 0.1107 0 96.085 15.039 129 17 91 13 0.0008 0.1107 0 47.885 9.692 129 17 18 5
+44 0 0.006 0.0362 0 88.17 13.605 37 5 68 15 0.0026 0.0362 0 55.71 10.294 37 5 31 6
+45 0 0.0065 0.0236 0 120.875 15.408 148 17 111 17 0.0011 0.0236 0 50.981 9.688 148 17 5 3
+45 0 0.0003 0.0012 0 111.006 14.626 120 14 117 11 0.0002 0.0012 0 58.025 10.572 120 14 29 5
+45 0 0.0228 0.1107 0 109.693 15.242 129 17 126 16 0.0012 0.1107 0 49.228 9.813 129 17 18 5
+45 0 0.0065 0.0405 0 86.019 13.551 114 17 49 15 0.0027 0.0405 0 56.369 10.365 114 17 31 6
+46 0 0.0065 0.0299 0 121.753 15.491 143 17 102 13 0.0012 0.0299 0 52.487 9.811 143 17 5 3
+46 0 0.0003 0.0012 0 112.648 14.671 120 14 81 17 0.0002 0.0012 0 59.187 10.659 120 14 29 5
+46 0 0.03 0.111 0 120.218 15.406 124 17 42 8 0.0019 0.111 0 50.739 9.932 124 17 18 5
+46 0 0.0071 0.0448 0 82.54 13.449 112 17 63 17 0.0028 0.0448 0 56.926 10.43 112 17 31 6
+47 0 0.0067 0.0299 0 123.061 15.533 143 17 73 12 0.0013 0.0299 0 53.957 9.931 143 17 5 3
+47 0 0.0003 0.0014 0 116.266 14.849 133 14 76 13 0.0002 0.0014 0 60.376 10.747 133 14 29 5
+47 0 0.0327 0.1117 0 124.767 15.517 104 14 61 9 0.0025 0.1117 0 52.281 10.048 104 14 18 5
+47 0 0.0082 0.0459 0 77.561 13.353 120 17 42 11 0.0029 0.0459 0 57.356 10.491 120 17 31 6
+48 0 0.0068 0.0299 0 124.064 15.562 143 17 92 13 0.0014 0.0299 0 55.388 10.046 143 17 5 3
+48 0 0.0003 0.0014 0 119.465 14.936 133 14 134 16 0.0002 0.0014 0 61.582 10.832 133 14 29 5
+48 0 0.0329 0.1117 0 126.298 15.491 128 17 150 17 0.0031 0.1117 0 53.792 10.16 128 17 18 5
+48 0 0.0094 0.0553 0 73.202 13.276 121 17 28 7 0.003 0.0553 0 57.679 10.548 121 17 31 6
+49 0 0.0071 0.0311 0 126.758 15.675 143 17 141 17 0.0015 0.0311 0 56.815 10.158 143 17 5 3
+49 0 0.0003 0.0014 0 122.674 15.037 128 14 173 17 0.0002 0.0014 0 62.804 10.916 128 14 29 5
+49 0 0.0331 0.112 0 127.974 15.459 125 17 131 17 0.0037 0.112 0 55.275 10.266 125 17 18 5
+49 0 0.0112 0.0673 0 70.015 13.166 84 15 47 13 0.0032 0.0673 0 57.926 10.601 84 15 31 6
+50 0 0.0073 0.0314 0 127.999 15.693 154 17 119 17 0.0016 0.0314 0 58.211 10.267 154 17 5 3
+50 0 0.0003 0.0014 0 123.992 15.092 128 14 67 12 0.0002 0.0014 0 64.003 10.998 128 14 29 5
+50 0 0.034 0.1129 0 129.48 15.452 127 17 138 17 0.0043 0.1129 0 56.73 10.367 127 17 18 5
+50 0 0.0141 0.0689 0 72.395 13.441 123 17 46 14 0.0034 0.0689 0 58.209 10.656 123 17 31 6
diff --git a/PartA/crossover_90_mutation_10_elitism_0/.~lock.crossover_90_mutation_10_elitism_0.tsv# b/PartA/crossover_90_mutation_10_elitism_0/.~lock.crossover_90_mutation_10_elitism_0.tsv#
new file mode 100644
index 0000000..dca2a0e
--- /dev/null
+++ b/PartA/crossover_90_mutation_10_elitism_0/.~lock.crossover_90_mutation_10_elitism_0.tsv#
@@ -0,0 +1 @@
+,brett,laforge,15.02.2024 22:09,file:///home/brett/.config/libreoffice/4;
\ No newline at end of file
diff --git a/PartA/crossover_90_mutation_10_elitism_0/aggregated.tsv b/PartA/crossover_90_mutation_10_elitism_0/aggregated.tsv
index 137540d..2766323 100644
--- a/PartA/crossover_90_mutation_10_elitism_0/aggregated.tsv
+++ b/PartA/crossover_90_mutation_10_elitism_0/aggregated.tsv
@@ -1,5 +1,5 @@
-Generation limit Mean: 42
-Generation limit Mode: 50 (7)
+Runs Generation Count Mean: 42
+Runs Generation Count Mode: 50 occurred (7) time(s)
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0 0.00013 0 13.0037 3.6679 21 4 22 5 0 0.00013 0 13.0037 3.6679 21 4 22 5
1 0 0 0.00011 0 12.3673 3.8668 22 4 9 4 0 0.00013 0 12.6854 3.7673 21 4 20 5
diff --git a/PartA/crossover_90_mutation_10_elitism_0/crossover_90_mutation_10_elitism_0.tsv b/PartA/crossover_90_mutation_10_elitism_0/crossover_90_mutation_10_elitism_0.tsv
new file mode 100644
index 0000000..f6c6180
--- /dev/null
+++ b/PartA/crossover_90_mutation_10_elitism_0/crossover_90_mutation_10_elitism_0.tsv
@@ -0,0 +1,483 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52)
+=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73)
+=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83)
+=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93)
+=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103)
+=AVERAGE(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =AVERAGE(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =AVERAGE(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =AVERAGE(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =AVERAGE(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =AVERAGE(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =AVERAGE(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =AVERAGE(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =AVERAGE(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =AVERAGE(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =AVERAGE(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =AVERAGE(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =AVERAGE(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =AVERAGE(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =AVERAGE(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =AVERAGE(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =AVERAGE(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =AVERAGE(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =AVERAGE(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =AVERAGE(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113) =STDEV.P(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =STDEV.P(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =STDEV.P(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =STDEV.P(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =STDEV.P(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =STDEV.P(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =STDEV.P(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =STDEV.P(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =STDEV.P(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =STDEV.P(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =STDEV.P(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =STDEV.P(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =STDEV.P(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =STDEV.P(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =STDEV.P(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =STDEV.P(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =STDEV.P(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =STDEV.P(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =STDEV.P(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =STDEV.P(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113)
+=AVERAGE(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =AVERAGE(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =AVERAGE(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =AVERAGE(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =AVERAGE(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =AVERAGE(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =AVERAGE(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =AVERAGE(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =AVERAGE(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =AVERAGE(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =AVERAGE(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =AVERAGE(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =AVERAGE(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =AVERAGE(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =AVERAGE(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =AVERAGE(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =AVERAGE(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =AVERAGE(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =AVERAGE(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =AVERAGE(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123) =STDEV.P(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =STDEV.P(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =STDEV.P(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =STDEV.P(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =STDEV.P(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =STDEV.P(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =STDEV.P(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =STDEV.P(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =STDEV.P(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =STDEV.P(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =STDEV.P(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =STDEV.P(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =STDEV.P(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =STDEV.P(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =STDEV.P(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =STDEV.P(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =STDEV.P(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =STDEV.P(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =STDEV.P(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =STDEV.P(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123)
+=AVERAGE(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =AVERAGE(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =AVERAGE(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =AVERAGE(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =AVERAGE(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =AVERAGE(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =AVERAGE(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =AVERAGE(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =AVERAGE(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =AVERAGE(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =AVERAGE(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =AVERAGE(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =AVERAGE(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =AVERAGE(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =AVERAGE(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =AVERAGE(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =AVERAGE(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =AVERAGE(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =AVERAGE(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =AVERAGE(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133) =STDEV.P(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =STDEV.P(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =STDEV.P(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =STDEV.P(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =STDEV.P(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =STDEV.P(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =STDEV.P(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =STDEV.P(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =STDEV.P(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =STDEV.P(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =STDEV.P(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =STDEV.P(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =STDEV.P(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =STDEV.P(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =STDEV.P(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =STDEV.P(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =STDEV.P(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =STDEV.P(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =STDEV.P(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =STDEV.P(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133)
+=AVERAGE(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =AVERAGE(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =AVERAGE(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =AVERAGE(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =AVERAGE(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =AVERAGE(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =AVERAGE(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =AVERAGE(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =AVERAGE(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =AVERAGE(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =AVERAGE(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =AVERAGE(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =AVERAGE(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =AVERAGE(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =AVERAGE(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =AVERAGE(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =AVERAGE(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =AVERAGE(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =AVERAGE(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =AVERAGE(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143) =STDEV.P(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =STDEV.P(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =STDEV.P(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =STDEV.P(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =STDEV.P(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =STDEV.P(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =STDEV.P(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =STDEV.P(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =STDEV.P(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =STDEV.P(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =STDEV.P(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =STDEV.P(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =STDEV.P(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =STDEV.P(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =STDEV.P(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =STDEV.P(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =STDEV.P(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =STDEV.P(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =STDEV.P(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =STDEV.P(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143)
+=AVERAGE(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =AVERAGE(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =AVERAGE(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =AVERAGE(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =AVERAGE(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =AVERAGE(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =AVERAGE(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =AVERAGE(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =AVERAGE(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =AVERAGE(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =AVERAGE(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =AVERAGE(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =AVERAGE(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =AVERAGE(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =AVERAGE(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =AVERAGE(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =AVERAGE(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =AVERAGE(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =AVERAGE(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =AVERAGE(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153) =STDEV.P(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =STDEV.P(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =STDEV.P(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =STDEV.P(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =STDEV.P(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =STDEV.P(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =STDEV.P(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =STDEV.P(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =STDEV.P(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =STDEV.P(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =STDEV.P(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =STDEV.P(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =STDEV.P(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =STDEV.P(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =STDEV.P(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =STDEV.P(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =STDEV.P(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =STDEV.P(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =STDEV.P(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =STDEV.P(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153)
+=AVERAGE(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =AVERAGE(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =AVERAGE(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =AVERAGE(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =AVERAGE(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =AVERAGE(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =AVERAGE(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =AVERAGE(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =AVERAGE(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =AVERAGE(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =AVERAGE(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =AVERAGE(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =AVERAGE(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =AVERAGE(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =AVERAGE(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =AVERAGE(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =AVERAGE(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =AVERAGE(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =AVERAGE(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =AVERAGE(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163) =STDEV.P(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =STDEV.P(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =STDEV.P(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =STDEV.P(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =STDEV.P(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =STDEV.P(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =STDEV.P(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =STDEV.P(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =STDEV.P(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =STDEV.P(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =STDEV.P(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =STDEV.P(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =STDEV.P(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =STDEV.P(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =STDEV.P(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =STDEV.P(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =STDEV.P(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =STDEV.P(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =STDEV.P(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =STDEV.P(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163)
+=AVERAGE(a164, a165, a166, a167, a168, a169, a170, a171, a172) =AVERAGE(b164, b165, b166, b167, b168, b169, b170, b171, b172) =AVERAGE(c164, c165, c166, c167, c168, c169, c170, c171, c172) =AVERAGE(d164, d165, d166, d167, d168, d169, d170, d171, d172) =AVERAGE(e164, e165, e166, e167, e168, e169, e170, e171, e172) =AVERAGE(f164, f165, f166, f167, f168, f169, f170, f171, f172) =AVERAGE(g164, g165, g166, g167, g168, g169, g170, g171, g172) =AVERAGE(h164, h165, h166, h167, h168, h169, h170, h171, h172) =AVERAGE(i164, i165, i166, i167, i168, i169, i170, i171, i172) =AVERAGE(j164, j165, j166, j167, j168, j169, j170, j171, j172) =AVERAGE(k164, k165, k166, k167, k168, k169, k170, k171, k172) =AVERAGE(l164, l165, l166, l167, l168, l169, l170, l171, l172) =AVERAGE(m164, m165, m166, m167, m168, m169, m170, m171, m172) =AVERAGE(n164, n165, n166, n167, n168, n169, n170, n171, n172) =AVERAGE(o164, o165, o166, o167, o168, o169, o170, o171, o172) =AVERAGE(p164, p165, p166, p167, p168, p169, p170, p171, p172) =AVERAGE(q164, q165, q166, q167, q168, q169, q170, q171, q172) =AVERAGE(r164, r165, r166, r167, r168, r169, r170, r171, r172) =AVERAGE(s164, s165, s166, s167, s168, s169, s170, s171, s172) =AVERAGE(t164, t165, t166, t167, t168, t169, t170, t171, t172) =STDEV.P(a164, a165, a166, a167, a168, a169, a170, a171, a172) =STDEV.P(b164, b165, b166, b167, b168, b169, b170, b171, b172) =STDEV.P(c164, c165, c166, c167, c168, c169, c170, c171, c172) =STDEV.P(d164, d165, d166, d167, d168, d169, d170, d171, d172) =STDEV.P(e164, e165, e166, e167, e168, e169, e170, e171, e172) =STDEV.P(f164, f165, f166, f167, f168, f169, f170, f171, f172) =STDEV.P(g164, g165, g166, g167, g168, g169, g170, g171, g172) =STDEV.P(h164, h165, h166, h167, h168, h169, h170, h171, h172) =STDEV.P(i164, i165, i166, i167, i168, i169, i170, i171, i172) =STDEV.P(j164, j165, j166, j167, j168, j169, j170, j171, j172) =STDEV.P(k164, k165, k166, k167, k168, k169, k170, k171, k172) =STDEV.P(l164, l165, l166, l167, l168, l169, l170, l171, l172) =STDEV.P(m164, m165, m166, m167, m168, m169, m170, m171, m172) =STDEV.P(n164, n165, n166, n167, n168, n169, n170, n171, n172) =STDEV.P(o164, o165, o166, o167, o168, o169, o170, o171, o172) =STDEV.P(p164, p165, p166, p167, p168, p169, p170, p171, p172) =STDEV.P(q164, q165, q166, q167, q168, q169, q170, q171, q172) =STDEV.P(r164, r165, r166, r167, r168, r169, r170, r171, r172) =STDEV.P(s164, s165, s166, s167, s168, s169, s170, s171, s172) =STDEV.P(t164, t165, t166, t167, t168, t169, t170, t171, t172)
+=AVERAGE(a173, a174, a175, a176, a177, a178, a179, a180, a181) =AVERAGE(b173, b174, b175, b176, b177, b178, b179, b180, b181) =AVERAGE(c173, c174, c175, c176, c177, c178, c179, c180, c181) =AVERAGE(d173, d174, d175, d176, d177, d178, d179, d180, d181) =AVERAGE(e173, e174, e175, e176, e177, e178, e179, e180, e181) =AVERAGE(f173, f174, f175, f176, f177, f178, f179, f180, f181) =AVERAGE(g173, g174, g175, g176, g177, g178, g179, g180, g181) =AVERAGE(h173, h174, h175, h176, h177, h178, h179, h180, h181) =AVERAGE(i173, i174, i175, i176, i177, i178, i179, i180, i181) =AVERAGE(j173, j174, j175, j176, j177, j178, j179, j180, j181) =AVERAGE(k173, k174, k175, k176, k177, k178, k179, k180, k181) =AVERAGE(l173, l174, l175, l176, l177, l178, l179, l180, l181) =AVERAGE(m173, m174, m175, m176, m177, m178, m179, m180, m181) =AVERAGE(n173, n174, n175, n176, n177, n178, n179, n180, n181) =AVERAGE(o173, o174, o175, o176, o177, o178, o179, o180, o181) =AVERAGE(p173, p174, p175, p176, p177, p178, p179, p180, p181) =AVERAGE(q173, q174, q175, q176, q177, q178, q179, q180, q181) =AVERAGE(r173, r174, r175, r176, r177, r178, r179, r180, r181) =AVERAGE(s173, s174, s175, s176, s177, s178, s179, s180, s181) =AVERAGE(t173, t174, t175, t176, t177, t178, t179, t180, t181) =STDEV.P(a173, a174, a175, a176, a177, a178, a179, a180, a181) =STDEV.P(b173, b174, b175, b176, b177, b178, b179, b180, b181) =STDEV.P(c173, c174, c175, c176, c177, c178, c179, c180, c181) =STDEV.P(d173, d174, d175, d176, d177, d178, d179, d180, d181) =STDEV.P(e173, e174, e175, e176, e177, e178, e179, e180, e181) =STDEV.P(f173, f174, f175, f176, f177, f178, f179, f180, f181) =STDEV.P(g173, g174, g175, g176, g177, g178, g179, g180, g181) =STDEV.P(h173, h174, h175, h176, h177, h178, h179, h180, h181) =STDEV.P(i173, i174, i175, i176, i177, i178, i179, i180, i181) =STDEV.P(j173, j174, j175, j176, j177, j178, j179, j180, j181) =STDEV.P(k173, k174, k175, k176, k177, k178, k179, k180, k181) =STDEV.P(l173, l174, l175, l176, l177, l178, l179, l180, l181) =STDEV.P(m173, m174, m175, m176, m177, m178, m179, m180, m181) =STDEV.P(n173, n174, n175, n176, n177, n178, n179, n180, n181) =STDEV.P(o173, o174, o175, o176, o177, o178, o179, o180, o181) =STDEV.P(p173, p174, p175, p176, p177, p178, p179, p180, p181) =STDEV.P(q173, q174, q175, q176, q177, q178, q179, q180, q181) =STDEV.P(r173, r174, r175, r176, r177, r178, r179, r180, r181) =STDEV.P(s173, s174, s175, s176, s177, s178, s179, s180, s181) =STDEV.P(t173, t174, t175, t176, t177, t178, t179, t180, t181)
+=AVERAGE(a182, a183, a184, a185, a186, a187, a188, a189, a190) =AVERAGE(b182, b183, b184, b185, b186, b187, b188, b189, b190) =AVERAGE(c182, c183, c184, c185, c186, c187, c188, c189, c190) =AVERAGE(d182, d183, d184, d185, d186, d187, d188, d189, d190) =AVERAGE(e182, e183, e184, e185, e186, e187, e188, e189, e190) =AVERAGE(f182, f183, f184, f185, f186, f187, f188, f189, f190) =AVERAGE(g182, g183, g184, g185, g186, g187, g188, g189, g190) =AVERAGE(h182, h183, h184, h185, h186, h187, h188, h189, h190) =AVERAGE(i182, i183, i184, i185, i186, i187, i188, i189, i190) =AVERAGE(j182, j183, j184, j185, j186, j187, j188, j189, j190) =AVERAGE(k182, k183, k184, k185, k186, k187, k188, k189, k190) =AVERAGE(l182, l183, l184, l185, l186, l187, l188, l189, l190) =AVERAGE(m182, m183, m184, m185, m186, m187, m188, m189, m190) =AVERAGE(n182, n183, n184, n185, n186, n187, n188, n189, n190) =AVERAGE(o182, o183, o184, o185, o186, o187, o188, o189, o190) =AVERAGE(p182, p183, p184, p185, p186, p187, p188, p189, p190) =AVERAGE(q182, q183, q184, q185, q186, q187, q188, q189, q190) =AVERAGE(r182, r183, r184, r185, r186, r187, r188, r189, r190) =AVERAGE(s182, s183, s184, s185, s186, s187, s188, s189, s190) =AVERAGE(t182, t183, t184, t185, t186, t187, t188, t189, t190) =STDEV.P(a182, a183, a184, a185, a186, a187, a188, a189, a190) =STDEV.P(b182, b183, b184, b185, b186, b187, b188, b189, b190) =STDEV.P(c182, c183, c184, c185, c186, c187, c188, c189, c190) =STDEV.P(d182, d183, d184, d185, d186, d187, d188, d189, d190) =STDEV.P(e182, e183, e184, e185, e186, e187, e188, e189, e190) =STDEV.P(f182, f183, f184, f185, f186, f187, f188, f189, f190) =STDEV.P(g182, g183, g184, g185, g186, g187, g188, g189, g190) =STDEV.P(h182, h183, h184, h185, h186, h187, h188, h189, h190) =STDEV.P(i182, i183, i184, i185, i186, i187, i188, i189, i190) =STDEV.P(j182, j183, j184, j185, j186, j187, j188, j189, j190) =STDEV.P(k182, k183, k184, k185, k186, k187, k188, k189, k190) =STDEV.P(l182, l183, l184, l185, l186, l187, l188, l189, l190) =STDEV.P(m182, m183, m184, m185, m186, m187, m188, m189, m190) =STDEV.P(n182, n183, n184, n185, n186, n187, n188, n189, n190) =STDEV.P(o182, o183, o184, o185, o186, o187, o188, o189, o190) =STDEV.P(p182, p183, p184, p185, p186, p187, p188, p189, p190) =STDEV.P(q182, q183, q184, q185, q186, q187, q188, q189, q190) =STDEV.P(r182, r183, r184, r185, r186, r187, r188, r189, r190) =STDEV.P(s182, s183, s184, s185, s186, s187, s188, s189, s190) =STDEV.P(t182, t183, t184, t185, t186, t187, t188, t189, t190)
+=AVERAGE(a191, a192, a193, a194, a195, a196, a197, a198, a199) =AVERAGE(b191, b192, b193, b194, b195, b196, b197, b198, b199) =AVERAGE(c191, c192, c193, c194, c195, c196, c197, c198, c199) =AVERAGE(d191, d192, d193, d194, d195, d196, d197, d198, d199) =AVERAGE(e191, e192, e193, e194, e195, e196, e197, e198, e199) =AVERAGE(f191, f192, f193, f194, f195, f196, f197, f198, f199) =AVERAGE(g191, g192, g193, g194, g195, g196, g197, g198, g199) =AVERAGE(h191, h192, h193, h194, h195, h196, h197, h198, h199) =AVERAGE(i191, i192, i193, i194, i195, i196, i197, i198, i199) =AVERAGE(j191, j192, j193, j194, j195, j196, j197, j198, j199) =AVERAGE(k191, k192, k193, k194, k195, k196, k197, k198, k199) =AVERAGE(l191, l192, l193, l194, l195, l196, l197, l198, l199) =AVERAGE(m191, m192, m193, m194, m195, m196, m197, m198, m199) =AVERAGE(n191, n192, n193, n194, n195, n196, n197, n198, n199) =AVERAGE(o191, o192, o193, o194, o195, o196, o197, o198, o199) =AVERAGE(p191, p192, p193, p194, p195, p196, p197, p198, p199) =AVERAGE(q191, q192, q193, q194, q195, q196, q197, q198, q199) =AVERAGE(r191, r192, r193, r194, r195, r196, r197, r198, r199) =AVERAGE(s191, s192, s193, s194, s195, s196, s197, s198, s199) =AVERAGE(t191, t192, t193, t194, t195, t196, t197, t198, t199) =STDEV.P(a191, a192, a193, a194, a195, a196, a197, a198, a199) =STDEV.P(b191, b192, b193, b194, b195, b196, b197, b198, b199) =STDEV.P(c191, c192, c193, c194, c195, c196, c197, c198, c199) =STDEV.P(d191, d192, d193, d194, d195, d196, d197, d198, d199) =STDEV.P(e191, e192, e193, e194, e195, e196, e197, e198, e199) =STDEV.P(f191, f192, f193, f194, f195, f196, f197, f198, f199) =STDEV.P(g191, g192, g193, g194, g195, g196, g197, g198, g199) =STDEV.P(h191, h192, h193, h194, h195, h196, h197, h198, h199) =STDEV.P(i191, i192, i193, i194, i195, i196, i197, i198, i199) =STDEV.P(j191, j192, j193, j194, j195, j196, j197, j198, j199) =STDEV.P(k191, k192, k193, k194, k195, k196, k197, k198, k199) =STDEV.P(l191, l192, l193, l194, l195, l196, l197, l198, l199) =STDEV.P(m191, m192, m193, m194, m195, m196, m197, m198, m199) =STDEV.P(n191, n192, n193, n194, n195, n196, n197, n198, n199) =STDEV.P(o191, o192, o193, o194, o195, o196, o197, o198, o199) =STDEV.P(p191, p192, p193, p194, p195, p196, p197, p198, p199) =STDEV.P(q191, q192, q193, q194, q195, q196, q197, q198, q199) =STDEV.P(r191, r192, r193, r194, r195, r196, r197, r198, r199) =STDEV.P(s191, s192, s193, s194, s195, s196, s197, s198, s199) =STDEV.P(t191, t192, t193, t194, t195, t196, t197, t198, t199)
+=AVERAGE(a200, a201, a202, a203, a204, a205, a206, a207, a208) =AVERAGE(b200, b201, b202, b203, b204, b205, b206, b207, b208) =AVERAGE(c200, c201, c202, c203, c204, c205, c206, c207, c208) =AVERAGE(d200, d201, d202, d203, d204, d205, d206, d207, d208) =AVERAGE(e200, e201, e202, e203, e204, e205, e206, e207, e208) =AVERAGE(f200, f201, f202, f203, f204, f205, f206, f207, f208) =AVERAGE(g200, g201, g202, g203, g204, g205, g206, g207, g208) =AVERAGE(h200, h201, h202, h203, h204, h205, h206, h207, h208) =AVERAGE(i200, i201, i202, i203, i204, i205, i206, i207, i208) =AVERAGE(j200, j201, j202, j203, j204, j205, j206, j207, j208) =AVERAGE(k200, k201, k202, k203, k204, k205, k206, k207, k208) =AVERAGE(l200, l201, l202, l203, l204, l205, l206, l207, l208) =AVERAGE(m200, m201, m202, m203, m204, m205, m206, m207, m208) =AVERAGE(n200, n201, n202, n203, n204, n205, n206, n207, n208) =AVERAGE(o200, o201, o202, o203, o204, o205, o206, o207, o208) =AVERAGE(p200, p201, p202, p203, p204, p205, p206, p207, p208) =AVERAGE(q200, q201, q202, q203, q204, q205, q206, q207, q208) =AVERAGE(r200, r201, r202, r203, r204, r205, r206, r207, r208) =AVERAGE(s200, s201, s202, s203, s204, s205, s206, s207, s208) =AVERAGE(t200, t201, t202, t203, t204, t205, t206, t207, t208) =STDEV.P(a200, a201, a202, a203, a204, a205, a206, a207, a208) =STDEV.P(b200, b201, b202, b203, b204, b205, b206, b207, b208) =STDEV.P(c200, c201, c202, c203, c204, c205, c206, c207, c208) =STDEV.P(d200, d201, d202, d203, d204, d205, d206, d207, d208) =STDEV.P(e200, e201, e202, e203, e204, e205, e206, e207, e208) =STDEV.P(f200, f201, f202, f203, f204, f205, f206, f207, f208) =STDEV.P(g200, g201, g202, g203, g204, g205, g206, g207, g208) =STDEV.P(h200, h201, h202, h203, h204, h205, h206, h207, h208) =STDEV.P(i200, i201, i202, i203, i204, i205, i206, i207, i208) =STDEV.P(j200, j201, j202, j203, j204, j205, j206, j207, j208) =STDEV.P(k200, k201, k202, k203, k204, k205, k206, k207, k208) =STDEV.P(l200, l201, l202, l203, l204, l205, l206, l207, l208) =STDEV.P(m200, m201, m202, m203, m204, m205, m206, m207, m208) =STDEV.P(n200, n201, n202, n203, n204, n205, n206, n207, n208) =STDEV.P(o200, o201, o202, o203, o204, o205, o206, o207, o208) =STDEV.P(p200, p201, p202, p203, p204, p205, p206, p207, p208) =STDEV.P(q200, q201, q202, q203, q204, q205, q206, q207, q208) =STDEV.P(r200, r201, r202, r203, r204, r205, r206, r207, r208) =STDEV.P(s200, s201, s202, s203, s204, s205, s206, s207, s208) =STDEV.P(t200, t201, t202, t203, t204, t205, t206, t207, t208)
+=AVERAGE(a209, a210, a211, a212, a213, a214, a215, a216, a217) =AVERAGE(b209, b210, b211, b212, b213, b214, b215, b216, b217) =AVERAGE(c209, c210, c211, c212, c213, c214, c215, c216, c217) =AVERAGE(d209, d210, d211, d212, d213, d214, d215, d216, d217) =AVERAGE(e209, e210, e211, e212, e213, e214, e215, e216, e217) =AVERAGE(f209, f210, f211, f212, f213, f214, f215, f216, f217) =AVERAGE(g209, g210, g211, g212, g213, g214, g215, g216, g217) =AVERAGE(h209, h210, h211, h212, h213, h214, h215, h216, h217) =AVERAGE(i209, i210, i211, i212, i213, i214, i215, i216, i217) =AVERAGE(j209, j210, j211, j212, j213, j214, j215, j216, j217) =AVERAGE(k209, k210, k211, k212, k213, k214, k215, k216, k217) =AVERAGE(l209, l210, l211, l212, l213, l214, l215, l216, l217) =AVERAGE(m209, m210, m211, m212, m213, m214, m215, m216, m217) =AVERAGE(n209, n210, n211, n212, n213, n214, n215, n216, n217) =AVERAGE(o209, o210, o211, o212, o213, o214, o215, o216, o217) =AVERAGE(p209, p210, p211, p212, p213, p214, p215, p216, p217) =AVERAGE(q209, q210, q211, q212, q213, q214, q215, q216, q217) =AVERAGE(r209, r210, r211, r212, r213, r214, r215, r216, r217) =AVERAGE(s209, s210, s211, s212, s213, s214, s215, s216, s217) =AVERAGE(t209, t210, t211, t212, t213, t214, t215, t216, t217) =STDEV.P(a209, a210, a211, a212, a213, a214, a215, a216, a217) =STDEV.P(b209, b210, b211, b212, b213, b214, b215, b216, b217) =STDEV.P(c209, c210, c211, c212, c213, c214, c215, c216, c217) =STDEV.P(d209, d210, d211, d212, d213, d214, d215, d216, d217) =STDEV.P(e209, e210, e211, e212, e213, e214, e215, e216, e217) =STDEV.P(f209, f210, f211, f212, f213, f214, f215, f216, f217) =STDEV.P(g209, g210, g211, g212, g213, g214, g215, g216, g217) =STDEV.P(h209, h210, h211, h212, h213, h214, h215, h216, h217) =STDEV.P(i209, i210, i211, i212, i213, i214, i215, i216, i217) =STDEV.P(j209, j210, j211, j212, j213, j214, j215, j216, j217) =STDEV.P(k209, k210, k211, k212, k213, k214, k215, k216, k217) =STDEV.P(l209, l210, l211, l212, l213, l214, l215, l216, l217) =STDEV.P(m209, m210, m211, m212, m213, m214, m215, m216, m217) =STDEV.P(n209, n210, n211, n212, n213, n214, n215, n216, n217) =STDEV.P(o209, o210, o211, o212, o213, o214, o215, o216, o217) =STDEV.P(p209, p210, p211, p212, p213, p214, p215, p216, p217) =STDEV.P(q209, q210, q211, q212, q213, q214, q215, q216, q217) =STDEV.P(r209, r210, r211, r212, r213, r214, r215, r216, r217) =STDEV.P(s209, s210, s211, s212, s213, s214, s215, s216, s217) =STDEV.P(t209, t210, t211, t212, t213, t214, t215, t216, t217)
+=AVERAGE(a218, a219, a220, a221, a222, a223, a224, a225, a226) =AVERAGE(b218, b219, b220, b221, b222, b223, b224, b225, b226) =AVERAGE(c218, c219, c220, c221, c222, c223, c224, c225, c226) =AVERAGE(d218, d219, d220, d221, d222, d223, d224, d225, d226) =AVERAGE(e218, e219, e220, e221, e222, e223, e224, e225, e226) =AVERAGE(f218, f219, f220, f221, f222, f223, f224, f225, f226) =AVERAGE(g218, g219, g220, g221, g222, g223, g224, g225, g226) =AVERAGE(h218, h219, h220, h221, h222, h223, h224, h225, h226) =AVERAGE(i218, i219, i220, i221, i222, i223, i224, i225, i226) =AVERAGE(j218, j219, j220, j221, j222, j223, j224, j225, j226) =AVERAGE(k218, k219, k220, k221, k222, k223, k224, k225, k226) =AVERAGE(l218, l219, l220, l221, l222, l223, l224, l225, l226) =AVERAGE(m218, m219, m220, m221, m222, m223, m224, m225, m226) =AVERAGE(n218, n219, n220, n221, n222, n223, n224, n225, n226) =AVERAGE(o218, o219, o220, o221, o222, o223, o224, o225, o226) =AVERAGE(p218, p219, p220, p221, p222, p223, p224, p225, p226) =AVERAGE(q218, q219, q220, q221, q222, q223, q224, q225, q226) =AVERAGE(r218, r219, r220, r221, r222, r223, r224, r225, r226) =AVERAGE(s218, s219, s220, s221, s222, s223, s224, s225, s226) =AVERAGE(t218, t219, t220, t221, t222, t223, t224, t225, t226) =STDEV.P(a218, a219, a220, a221, a222, a223, a224, a225, a226) =STDEV.P(b218, b219, b220, b221, b222, b223, b224, b225, b226) =STDEV.P(c218, c219, c220, c221, c222, c223, c224, c225, c226) =STDEV.P(d218, d219, d220, d221, d222, d223, d224, d225, d226) =STDEV.P(e218, e219, e220, e221, e222, e223, e224, e225, e226) =STDEV.P(f218, f219, f220, f221, f222, f223, f224, f225, f226) =STDEV.P(g218, g219, g220, g221, g222, g223, g224, g225, g226) =STDEV.P(h218, h219, h220, h221, h222, h223, h224, h225, h226) =STDEV.P(i218, i219, i220, i221, i222, i223, i224, i225, i226) =STDEV.P(j218, j219, j220, j221, j222, j223, j224, j225, j226) =STDEV.P(k218, k219, k220, k221, k222, k223, k224, k225, k226) =STDEV.P(l218, l219, l220, l221, l222, l223, l224, l225, l226) =STDEV.P(m218, m219, m220, m221, m222, m223, m224, m225, m226) =STDEV.P(n218, n219, n220, n221, n222, n223, n224, n225, n226) =STDEV.P(o218, o219, o220, o221, o222, o223, o224, o225, o226) =STDEV.P(p218, p219, p220, p221, p222, p223, p224, p225, p226) =STDEV.P(q218, q219, q220, q221, q222, q223, q224, q225, q226) =STDEV.P(r218, r219, r220, r221, r222, r223, r224, r225, r226) =STDEV.P(s218, s219, s220, s221, s222, s223, s224, s225, s226) =STDEV.P(t218, t219, t220, t221, t222, t223, t224, t225, t226)
+=AVERAGE(a227, a228, a229, a230, a231, a232, a233, a234, a235) =AVERAGE(b227, b228, b229, b230, b231, b232, b233, b234, b235) =AVERAGE(c227, c228, c229, c230, c231, c232, c233, c234, c235) =AVERAGE(d227, d228, d229, d230, d231, d232, d233, d234, d235) =AVERAGE(e227, e228, e229, e230, e231, e232, e233, e234, e235) =AVERAGE(f227, f228, f229, f230, f231, f232, f233, f234, f235) =AVERAGE(g227, g228, g229, g230, g231, g232, g233, g234, g235) =AVERAGE(h227, h228, h229, h230, h231, h232, h233, h234, h235) =AVERAGE(i227, i228, i229, i230, i231, i232, i233, i234, i235) =AVERAGE(j227, j228, j229, j230, j231, j232, j233, j234, j235) =AVERAGE(k227, k228, k229, k230, k231, k232, k233, k234, k235) =AVERAGE(l227, l228, l229, l230, l231, l232, l233, l234, l235) =AVERAGE(m227, m228, m229, m230, m231, m232, m233, m234, m235) =AVERAGE(n227, n228, n229, n230, n231, n232, n233, n234, n235) =AVERAGE(o227, o228, o229, o230, o231, o232, o233, o234, o235) =AVERAGE(p227, p228, p229, p230, p231, p232, p233, p234, p235) =AVERAGE(q227, q228, q229, q230, q231, q232, q233, q234, q235) =AVERAGE(r227, r228, r229, r230, r231, r232, r233, r234, r235) =AVERAGE(s227, s228, s229, s230, s231, s232, s233, s234, s235) =AVERAGE(t227, t228, t229, t230, t231, t232, t233, t234, t235) =STDEV.P(a227, a228, a229, a230, a231, a232, a233, a234, a235) =STDEV.P(b227, b228, b229, b230, b231, b232, b233, b234, b235) =STDEV.P(c227, c228, c229, c230, c231, c232, c233, c234, c235) =STDEV.P(d227, d228, d229, d230, d231, d232, d233, d234, d235) =STDEV.P(e227, e228, e229, e230, e231, e232, e233, e234, e235) =STDEV.P(f227, f228, f229, f230, f231, f232, f233, f234, f235) =STDEV.P(g227, g228, g229, g230, g231, g232, g233, g234, g235) =STDEV.P(h227, h228, h229, h230, h231, h232, h233, h234, h235) =STDEV.P(i227, i228, i229, i230, i231, i232, i233, i234, i235) =STDEV.P(j227, j228, j229, j230, j231, j232, j233, j234, j235) =STDEV.P(k227, k228, k229, k230, k231, k232, k233, k234, k235) =STDEV.P(l227, l228, l229, l230, l231, l232, l233, l234, l235) =STDEV.P(m227, m228, m229, m230, m231, m232, m233, m234, m235) =STDEV.P(n227, n228, n229, n230, n231, n232, n233, n234, n235) =STDEV.P(o227, o228, o229, o230, o231, o232, o233, o234, o235) =STDEV.P(p227, p228, p229, p230, p231, p232, p233, p234, p235) =STDEV.P(q227, q228, q229, q230, q231, q232, q233, q234, q235) =STDEV.P(r227, r228, r229, r230, r231, r232, r233, r234, r235) =STDEV.P(s227, s228, s229, s230, s231, s232, s233, s234, s235) =STDEV.P(t227, t228, t229, t230, t231, t232, t233, t234, t235)
+=AVERAGE(a236, a237, a238, a239, a240, a241, a242, a243, a244) =AVERAGE(b236, b237, b238, b239, b240, b241, b242, b243, b244) =AVERAGE(c236, c237, c238, c239, c240, c241, c242, c243, c244) =AVERAGE(d236, d237, d238, d239, d240, d241, d242, d243, d244) =AVERAGE(e236, e237, e238, e239, e240, e241, e242, e243, e244) =AVERAGE(f236, f237, f238, f239, f240, f241, f242, f243, f244) =AVERAGE(g236, g237, g238, g239, g240, g241, g242, g243, g244) =AVERAGE(h236, h237, h238, h239, h240, h241, h242, h243, h244) =AVERAGE(i236, i237, i238, i239, i240, i241, i242, i243, i244) =AVERAGE(j236, j237, j238, j239, j240, j241, j242, j243, j244) =AVERAGE(k236, k237, k238, k239, k240, k241, k242, k243, k244) =AVERAGE(l236, l237, l238, l239, l240, l241, l242, l243, l244) =AVERAGE(m236, m237, m238, m239, m240, m241, m242, m243, m244) =AVERAGE(n236, n237, n238, n239, n240, n241, n242, n243, n244) =AVERAGE(o236, o237, o238, o239, o240, o241, o242, o243, o244) =AVERAGE(p236, p237, p238, p239, p240, p241, p242, p243, p244) =AVERAGE(q236, q237, q238, q239, q240, q241, q242, q243, q244) =AVERAGE(r236, r237, r238, r239, r240, r241, r242, r243, r244) =AVERAGE(s236, s237, s238, s239, s240, s241, s242, s243, s244) =AVERAGE(t236, t237, t238, t239, t240, t241, t242, t243, t244) =STDEV.P(a236, a237, a238, a239, a240, a241, a242, a243, a244) =STDEV.P(b236, b237, b238, b239, b240, b241, b242, b243, b244) =STDEV.P(c236, c237, c238, c239, c240, c241, c242, c243, c244) =STDEV.P(d236, d237, d238, d239, d240, d241, d242, d243, d244) =STDEV.P(e236, e237, e238, e239, e240, e241, e242, e243, e244) =STDEV.P(f236, f237, f238, f239, f240, f241, f242, f243, f244) =STDEV.P(g236, g237, g238, g239, g240, g241, g242, g243, g244) =STDEV.P(h236, h237, h238, h239, h240, h241, h242, h243, h244) =STDEV.P(i236, i237, i238, i239, i240, i241, i242, i243, i244) =STDEV.P(j236, j237, j238, j239, j240, j241, j242, j243, j244) =STDEV.P(k236, k237, k238, k239, k240, k241, k242, k243, k244) =STDEV.P(l236, l237, l238, l239, l240, l241, l242, l243, l244) =STDEV.P(m236, m237, m238, m239, m240, m241, m242, m243, m244) =STDEV.P(n236, n237, n238, n239, n240, n241, n242, n243, n244) =STDEV.P(o236, o237, o238, o239, o240, o241, o242, o243, o244) =STDEV.P(p236, p237, p238, p239, p240, p241, p242, p243, p244) =STDEV.P(q236, q237, q238, q239, q240, q241, q242, q243, q244) =STDEV.P(r236, r237, r238, r239, r240, r241, r242, r243, r244) =STDEV.P(s236, s237, s238, s239, s240, s241, s242, s243, s244) =STDEV.P(t236, t237, t238, t239, t240, t241, t242, t243, t244)
+=AVERAGE(a245, a246, a247, a248, a249, a250, a251, a252, a253) =AVERAGE(b245, b246, b247, b248, b249, b250, b251, b252, b253) =AVERAGE(c245, c246, c247, c248, c249, c250, c251, c252, c253) =AVERAGE(d245, d246, d247, d248, d249, d250, d251, d252, d253) =AVERAGE(e245, e246, e247, e248, e249, e250, e251, e252, e253) =AVERAGE(f245, f246, f247, f248, f249, f250, f251, f252, f253) =AVERAGE(g245, g246, g247, g248, g249, g250, g251, g252, g253) =AVERAGE(h245, h246, h247, h248, h249, h250, h251, h252, h253) =AVERAGE(i245, i246, i247, i248, i249, i250, i251, i252, i253) =AVERAGE(j245, j246, j247, j248, j249, j250, j251, j252, j253) =AVERAGE(k245, k246, k247, k248, k249, k250, k251, k252, k253) =AVERAGE(l245, l246, l247, l248, l249, l250, l251, l252, l253) =AVERAGE(m245, m246, m247, m248, m249, m250, m251, m252, m253) =AVERAGE(n245, n246, n247, n248, n249, n250, n251, n252, n253) =AVERAGE(o245, o246, o247, o248, o249, o250, o251, o252, o253) =AVERAGE(p245, p246, p247, p248, p249, p250, p251, p252, p253) =AVERAGE(q245, q246, q247, q248, q249, q250, q251, q252, q253) =AVERAGE(r245, r246, r247, r248, r249, r250, r251, r252, r253) =AVERAGE(s245, s246, s247, s248, s249, s250, s251, s252, s253) =AVERAGE(t245, t246, t247, t248, t249, t250, t251, t252, t253) =STDEV.P(a245, a246, a247, a248, a249, a250, a251, a252, a253) =STDEV.P(b245, b246, b247, b248, b249, b250, b251, b252, b253) =STDEV.P(c245, c246, c247, c248, c249, c250, c251, c252, c253) =STDEV.P(d245, d246, d247, d248, d249, d250, d251, d252, d253) =STDEV.P(e245, e246, e247, e248, e249, e250, e251, e252, e253) =STDEV.P(f245, f246, f247, f248, f249, f250, f251, f252, f253) =STDEV.P(g245, g246, g247, g248, g249, g250, g251, g252, g253) =STDEV.P(h245, h246, h247, h248, h249, h250, h251, h252, h253) =STDEV.P(i245, i246, i247, i248, i249, i250, i251, i252, i253) =STDEV.P(j245, j246, j247, j248, j249, j250, j251, j252, j253) =STDEV.P(k245, k246, k247, k248, k249, k250, k251, k252, k253) =STDEV.P(l245, l246, l247, l248, l249, l250, l251, l252, l253) =STDEV.P(m245, m246, m247, m248, m249, m250, m251, m252, m253) =STDEV.P(n245, n246, n247, n248, n249, n250, n251, n252, n253) =STDEV.P(o245, o246, o247, o248, o249, o250, o251, o252, o253) =STDEV.P(p245, p246, p247, p248, p249, p250, p251, p252, p253) =STDEV.P(q245, q246, q247, q248, q249, q250, q251, q252, q253) =STDEV.P(r245, r246, r247, r248, r249, r250, r251, r252, r253) =STDEV.P(s245, s246, s247, s248, s249, s250, s251, s252, s253) =STDEV.P(t245, t246, t247, t248, t249, t250, t251, t252, t253)
+=AVERAGE(a254, a255, a256, a257, a258, a259, a260, a261, a262) =AVERAGE(b254, b255, b256, b257, b258, b259, b260, b261, b262) =AVERAGE(c254, c255, c256, c257, c258, c259, c260, c261, c262) =AVERAGE(d254, d255, d256, d257, d258, d259, d260, d261, d262) =AVERAGE(e254, e255, e256, e257, e258, e259, e260, e261, e262) =AVERAGE(f254, f255, f256, f257, f258, f259, f260, f261, f262) =AVERAGE(g254, g255, g256, g257, g258, g259, g260, g261, g262) =AVERAGE(h254, h255, h256, h257, h258, h259, h260, h261, h262) =AVERAGE(i254, i255, i256, i257, i258, i259, i260, i261, i262) =AVERAGE(j254, j255, j256, j257, j258, j259, j260, j261, j262) =AVERAGE(k254, k255, k256, k257, k258, k259, k260, k261, k262) =AVERAGE(l254, l255, l256, l257, l258, l259, l260, l261, l262) =AVERAGE(m254, m255, m256, m257, m258, m259, m260, m261, m262) =AVERAGE(n254, n255, n256, n257, n258, n259, n260, n261, n262) =AVERAGE(o254, o255, o256, o257, o258, o259, o260, o261, o262) =AVERAGE(p254, p255, p256, p257, p258, p259, p260, p261, p262) =AVERAGE(q254, q255, q256, q257, q258, q259, q260, q261, q262) =AVERAGE(r254, r255, r256, r257, r258, r259, r260, r261, r262) =AVERAGE(s254, s255, s256, s257, s258, s259, s260, s261, s262) =AVERAGE(t254, t255, t256, t257, t258, t259, t260, t261, t262) =STDEV.P(a254, a255, a256, a257, a258, a259, a260, a261, a262) =STDEV.P(b254, b255, b256, b257, b258, b259, b260, b261, b262) =STDEV.P(c254, c255, c256, c257, c258, c259, c260, c261, c262) =STDEV.P(d254, d255, d256, d257, d258, d259, d260, d261, d262) =STDEV.P(e254, e255, e256, e257, e258, e259, e260, e261, e262) =STDEV.P(f254, f255, f256, f257, f258, f259, f260, f261, f262) =STDEV.P(g254, g255, g256, g257, g258, g259, g260, g261, g262) =STDEV.P(h254, h255, h256, h257, h258, h259, h260, h261, h262) =STDEV.P(i254, i255, i256, i257, i258, i259, i260, i261, i262) =STDEV.P(j254, j255, j256, j257, j258, j259, j260, j261, j262) =STDEV.P(k254, k255, k256, k257, k258, k259, k260, k261, k262) =STDEV.P(l254, l255, l256, l257, l258, l259, l260, l261, l262) =STDEV.P(m254, m255, m256, m257, m258, m259, m260, m261, m262) =STDEV.P(n254, n255, n256, n257, n258, n259, n260, n261, n262) =STDEV.P(o254, o255, o256, o257, o258, o259, o260, o261, o262) =STDEV.P(p254, p255, p256, p257, p258, p259, p260, p261, p262) =STDEV.P(q254, q255, q256, q257, q258, q259, q260, q261, q262) =STDEV.P(r254, r255, r256, r257, r258, r259, r260, r261, r262) =STDEV.P(s254, s255, s256, s257, s258, s259, s260, s261, s262) =STDEV.P(t254, t255, t256, t257, t258, t259, t260, t261, t262)
+=AVERAGE(a263, a264, a265, a266, a267, a268, a269, a270, a271) =AVERAGE(b263, b264, b265, b266, b267, b268, b269, b270, b271) =AVERAGE(c263, c264, c265, c266, c267, c268, c269, c270, c271) =AVERAGE(d263, d264, d265, d266, d267, d268, d269, d270, d271) =AVERAGE(e263, e264, e265, e266, e267, e268, e269, e270, e271) =AVERAGE(f263, f264, f265, f266, f267, f268, f269, f270, f271) =AVERAGE(g263, g264, g265, g266, g267, g268, g269, g270, g271) =AVERAGE(h263, h264, h265, h266, h267, h268, h269, h270, h271) =AVERAGE(i263, i264, i265, i266, i267, i268, i269, i270, i271) =AVERAGE(j263, j264, j265, j266, j267, j268, j269, j270, j271) =AVERAGE(k263, k264, k265, k266, k267, k268, k269, k270, k271) =AVERAGE(l263, l264, l265, l266, l267, l268, l269, l270, l271) =AVERAGE(m263, m264, m265, m266, m267, m268, m269, m270, m271) =AVERAGE(n263, n264, n265, n266, n267, n268, n269, n270, n271) =AVERAGE(o263, o264, o265, o266, o267, o268, o269, o270, o271) =AVERAGE(p263, p264, p265, p266, p267, p268, p269, p270, p271) =AVERAGE(q263, q264, q265, q266, q267, q268, q269, q270, q271) =AVERAGE(r263, r264, r265, r266, r267, r268, r269, r270, r271) =AVERAGE(s263, s264, s265, s266, s267, s268, s269, s270, s271) =AVERAGE(t263, t264, t265, t266, t267, t268, t269, t270, t271) =STDEV.P(a263, a264, a265, a266, a267, a268, a269, a270, a271) =STDEV.P(b263, b264, b265, b266, b267, b268, b269, b270, b271) =STDEV.P(c263, c264, c265, c266, c267, c268, c269, c270, c271) =STDEV.P(d263, d264, d265, d266, d267, d268, d269, d270, d271) =STDEV.P(e263, e264, e265, e266, e267, e268, e269, e270, e271) =STDEV.P(f263, f264, f265, f266, f267, f268, f269, f270, f271) =STDEV.P(g263, g264, g265, g266, g267, g268, g269, g270, g271) =STDEV.P(h263, h264, h265, h266, h267, h268, h269, h270, h271) =STDEV.P(i263, i264, i265, i266, i267, i268, i269, i270, i271) =STDEV.P(j263, j264, j265, j266, j267, j268, j269, j270, j271) =STDEV.P(k263, k264, k265, k266, k267, k268, k269, k270, k271) =STDEV.P(l263, l264, l265, l266, l267, l268, l269, l270, l271) =STDEV.P(m263, m264, m265, m266, m267, m268, m269, m270, m271) =STDEV.P(n263, n264, n265, n266, n267, n268, n269, n270, n271) =STDEV.P(o263, o264, o265, o266, o267, o268, o269, o270, o271) =STDEV.P(p263, p264, p265, p266, p267, p268, p269, p270, p271) =STDEV.P(q263, q264, q265, q266, q267, q268, q269, q270, q271) =STDEV.P(r263, r264, r265, r266, r267, r268, r269, r270, r271) =STDEV.P(s263, s264, s265, s266, s267, s268, s269, s270, s271) =STDEV.P(t263, t264, t265, t266, t267, t268, t269, t270, t271)
+=AVERAGE(a272, a273, a274, a275, a276, a277, a278, a279, a280) =AVERAGE(b272, b273, b274, b275, b276, b277, b278, b279, b280) =AVERAGE(c272, c273, c274, c275, c276, c277, c278, c279, c280) =AVERAGE(d272, d273, d274, d275, d276, d277, d278, d279, d280) =AVERAGE(e272, e273, e274, e275, e276, e277, e278, e279, e280) =AVERAGE(f272, f273, f274, f275, f276, f277, f278, f279, f280) =AVERAGE(g272, g273, g274, g275, g276, g277, g278, g279, g280) =AVERAGE(h272, h273, h274, h275, h276, h277, h278, h279, h280) =AVERAGE(i272, i273, i274, i275, i276, i277, i278, i279, i280) =AVERAGE(j272, j273, j274, j275, j276, j277, j278, j279, j280) =AVERAGE(k272, k273, k274, k275, k276, k277, k278, k279, k280) =AVERAGE(l272, l273, l274, l275, l276, l277, l278, l279, l280) =AVERAGE(m272, m273, m274, m275, m276, m277, m278, m279, m280) =AVERAGE(n272, n273, n274, n275, n276, n277, n278, n279, n280) =AVERAGE(o272, o273, o274, o275, o276, o277, o278, o279, o280) =AVERAGE(p272, p273, p274, p275, p276, p277, p278, p279, p280) =AVERAGE(q272, q273, q274, q275, q276, q277, q278, q279, q280) =AVERAGE(r272, r273, r274, r275, r276, r277, r278, r279, r280) =AVERAGE(s272, s273, s274, s275, s276, s277, s278, s279, s280) =AVERAGE(t272, t273, t274, t275, t276, t277, t278, t279, t280) =STDEV.P(a272, a273, a274, a275, a276, a277, a278, a279, a280) =STDEV.P(b272, b273, b274, b275, b276, b277, b278, b279, b280) =STDEV.P(c272, c273, c274, c275, c276, c277, c278, c279, c280) =STDEV.P(d272, d273, d274, d275, d276, d277, d278, d279, d280) =STDEV.P(e272, e273, e274, e275, e276, e277, e278, e279, e280) =STDEV.P(f272, f273, f274, f275, f276, f277, f278, f279, f280) =STDEV.P(g272, g273, g274, g275, g276, g277, g278, g279, g280) =STDEV.P(h272, h273, h274, h275, h276, h277, h278, h279, h280) =STDEV.P(i272, i273, i274, i275, i276, i277, i278, i279, i280) =STDEV.P(j272, j273, j274, j275, j276, j277, j278, j279, j280) =STDEV.P(k272, k273, k274, k275, k276, k277, k278, k279, k280) =STDEV.P(l272, l273, l274, l275, l276, l277, l278, l279, l280) =STDEV.P(m272, m273, m274, m275, m276, m277, m278, m279, m280) =STDEV.P(n272, n273, n274, n275, n276, n277, n278, n279, n280) =STDEV.P(o272, o273, o274, o275, o276, o277, o278, o279, o280) =STDEV.P(p272, p273, p274, p275, p276, p277, p278, p279, p280) =STDEV.P(q272, q273, q274, q275, q276, q277, q278, q279, q280) =STDEV.P(r272, r273, r274, r275, r276, r277, r278, r279, r280) =STDEV.P(s272, s273, s274, s275, s276, s277, s278, s279, s280) =STDEV.P(t272, t273, t274, t275, t276, t277, t278, t279, t280)
+=AVERAGE(a281, a282, a283, a284, a285, a286, a287, a288, a289) =AVERAGE(b281, b282, b283, b284, b285, b286, b287, b288, b289) =AVERAGE(c281, c282, c283, c284, c285, c286, c287, c288, c289) =AVERAGE(d281, d282, d283, d284, d285, d286, d287, d288, d289) =AVERAGE(e281, e282, e283, e284, e285, e286, e287, e288, e289) =AVERAGE(f281, f282, f283, f284, f285, f286, f287, f288, f289) =AVERAGE(g281, g282, g283, g284, g285, g286, g287, g288, g289) =AVERAGE(h281, h282, h283, h284, h285, h286, h287, h288, h289) =AVERAGE(i281, i282, i283, i284, i285, i286, i287, i288, i289) =AVERAGE(j281, j282, j283, j284, j285, j286, j287, j288, j289) =AVERAGE(k281, k282, k283, k284, k285, k286, k287, k288, k289) =AVERAGE(l281, l282, l283, l284, l285, l286, l287, l288, l289) =AVERAGE(m281, m282, m283, m284, m285, m286, m287, m288, m289) =AVERAGE(n281, n282, n283, n284, n285, n286, n287, n288, n289) =AVERAGE(o281, o282, o283, o284, o285, o286, o287, o288, o289) =AVERAGE(p281, p282, p283, p284, p285, p286, p287, p288, p289) =AVERAGE(q281, q282, q283, q284, q285, q286, q287, q288, q289) =AVERAGE(r281, r282, r283, r284, r285, r286, r287, r288, r289) =AVERAGE(s281, s282, s283, s284, s285, s286, s287, s288, s289) =AVERAGE(t281, t282, t283, t284, t285, t286, t287, t288, t289) =STDEV.P(a281, a282, a283, a284, a285, a286, a287, a288, a289) =STDEV.P(b281, b282, b283, b284, b285, b286, b287, b288, b289) =STDEV.P(c281, c282, c283, c284, c285, c286, c287, c288, c289) =STDEV.P(d281, d282, d283, d284, d285, d286, d287, d288, d289) =STDEV.P(e281, e282, e283, e284, e285, e286, e287, e288, e289) =STDEV.P(f281, f282, f283, f284, f285, f286, f287, f288, f289) =STDEV.P(g281, g282, g283, g284, g285, g286, g287, g288, g289) =STDEV.P(h281, h282, h283, h284, h285, h286, h287, h288, h289) =STDEV.P(i281, i282, i283, i284, i285, i286, i287, i288, i289) =STDEV.P(j281, j282, j283, j284, j285, j286, j287, j288, j289) =STDEV.P(k281, k282, k283, k284, k285, k286, k287, k288, k289) =STDEV.P(l281, l282, l283, l284, l285, l286, l287, l288, l289) =STDEV.P(m281, m282, m283, m284, m285, m286, m287, m288, m289) =STDEV.P(n281, n282, n283, n284, n285, n286, n287, n288, n289) =STDEV.P(o281, o282, o283, o284, o285, o286, o287, o288, o289) =STDEV.P(p281, p282, p283, p284, p285, p286, p287, p288, p289) =STDEV.P(q281, q282, q283, q284, q285, q286, q287, q288, q289) =STDEV.P(r281, r282, r283, r284, r285, r286, r287, r288, r289) =STDEV.P(s281, s282, s283, s284, s285, s286, s287, s288, s289) =STDEV.P(t281, t282, t283, t284, t285, t286, t287, t288, t289)
+=AVERAGE(a290, a291, a292, a293, a294, a295, a296, a297, a298) =AVERAGE(b290, b291, b292, b293, b294, b295, b296, b297, b298) =AVERAGE(c290, c291, c292, c293, c294, c295, c296, c297, c298) =AVERAGE(d290, d291, d292, d293, d294, d295, d296, d297, d298) =AVERAGE(e290, e291, e292, e293, e294, e295, e296, e297, e298) =AVERAGE(f290, f291, f292, f293, f294, f295, f296, f297, f298) =AVERAGE(g290, g291, g292, g293, g294, g295, g296, g297, g298) =AVERAGE(h290, h291, h292, h293, h294, h295, h296, h297, h298) =AVERAGE(i290, i291, i292, i293, i294, i295, i296, i297, i298) =AVERAGE(j290, j291, j292, j293, j294, j295, j296, j297, j298) =AVERAGE(k290, k291, k292, k293, k294, k295, k296, k297, k298) =AVERAGE(l290, l291, l292, l293, l294, l295, l296, l297, l298) =AVERAGE(m290, m291, m292, m293, m294, m295, m296, m297, m298) =AVERAGE(n290, n291, n292, n293, n294, n295, n296, n297, n298) =AVERAGE(o290, o291, o292, o293, o294, o295, o296, o297, o298) =AVERAGE(p290, p291, p292, p293, p294, p295, p296, p297, p298) =AVERAGE(q290, q291, q292, q293, q294, q295, q296, q297, q298) =AVERAGE(r290, r291, r292, r293, r294, r295, r296, r297, r298) =AVERAGE(s290, s291, s292, s293, s294, s295, s296, s297, s298) =AVERAGE(t290, t291, t292, t293, t294, t295, t296, t297, t298) =STDEV.P(a290, a291, a292, a293, a294, a295, a296, a297, a298) =STDEV.P(b290, b291, b292, b293, b294, b295, b296, b297, b298) =STDEV.P(c290, c291, c292, c293, c294, c295, c296, c297, c298) =STDEV.P(d290, d291, d292, d293, d294, d295, d296, d297, d298) =STDEV.P(e290, e291, e292, e293, e294, e295, e296, e297, e298) =STDEV.P(f290, f291, f292, f293, f294, f295, f296, f297, f298) =STDEV.P(g290, g291, g292, g293, g294, g295, g296, g297, g298) =STDEV.P(h290, h291, h292, h293, h294, h295, h296, h297, h298) =STDEV.P(i290, i291, i292, i293, i294, i295, i296, i297, i298) =STDEV.P(j290, j291, j292, j293, j294, j295, j296, j297, j298) =STDEV.P(k290, k291, k292, k293, k294, k295, k296, k297, k298) =STDEV.P(l290, l291, l292, l293, l294, l295, l296, l297, l298) =STDEV.P(m290, m291, m292, m293, m294, m295, m296, m297, m298) =STDEV.P(n290, n291, n292, n293, n294, n295, n296, n297, n298) =STDEV.P(o290, o291, o292, o293, o294, o295, o296, o297, o298) =STDEV.P(p290, p291, p292, p293, p294, p295, p296, p297, p298) =STDEV.P(q290, q291, q292, q293, q294, q295, q296, q297, q298) =STDEV.P(r290, r291, r292, r293, r294, r295, r296, r297, r298) =STDEV.P(s290, s291, s292, s293, s294, s295, s296, s297, s298) =STDEV.P(t290, t291, t292, t293, t294, t295, t296, t297, t298)
+=AVERAGE(a299, a300, a301, a302, a303, a304, a305, a306, a307) =AVERAGE(b299, b300, b301, b302, b303, b304, b305, b306, b307) =AVERAGE(c299, c300, c301, c302, c303, c304, c305, c306, c307) =AVERAGE(d299, d300, d301, d302, d303, d304, d305, d306, d307) =AVERAGE(e299, e300, e301, e302, e303, e304, e305, e306, e307) =AVERAGE(f299, f300, f301, f302, f303, f304, f305, f306, f307) =AVERAGE(g299, g300, g301, g302, g303, g304, g305, g306, g307) =AVERAGE(h299, h300, h301, h302, h303, h304, h305, h306, h307) =AVERAGE(i299, i300, i301, i302, i303, i304, i305, i306, i307) =AVERAGE(j299, j300, j301, j302, j303, j304, j305, j306, j307) =AVERAGE(k299, k300, k301, k302, k303, k304, k305, k306, k307) =AVERAGE(l299, l300, l301, l302, l303, l304, l305, l306, l307) =AVERAGE(m299, m300, m301, m302, m303, m304, m305, m306, m307) =AVERAGE(n299, n300, n301, n302, n303, n304, n305, n306, n307) =AVERAGE(o299, o300, o301, o302, o303, o304, o305, o306, o307) =AVERAGE(p299, p300, p301, p302, p303, p304, p305, p306, p307) =AVERAGE(q299, q300, q301, q302, q303, q304, q305, q306, q307) =AVERAGE(r299, r300, r301, r302, r303, r304, r305, r306, r307) =AVERAGE(s299, s300, s301, s302, s303, s304, s305, s306, s307) =AVERAGE(t299, t300, t301, t302, t303, t304, t305, t306, t307) =STDEV.P(a299, a300, a301, a302, a303, a304, a305, a306, a307) =STDEV.P(b299, b300, b301, b302, b303, b304, b305, b306, b307) =STDEV.P(c299, c300, c301, c302, c303, c304, c305, c306, c307) =STDEV.P(d299, d300, d301, d302, d303, d304, d305, d306, d307) =STDEV.P(e299, e300, e301, e302, e303, e304, e305, e306, e307) =STDEV.P(f299, f300, f301, f302, f303, f304, f305, f306, f307) =STDEV.P(g299, g300, g301, g302, g303, g304, g305, g306, g307) =STDEV.P(h299, h300, h301, h302, h303, h304, h305, h306, h307) =STDEV.P(i299, i300, i301, i302, i303, i304, i305, i306, i307) =STDEV.P(j299, j300, j301, j302, j303, j304, j305, j306, j307) =STDEV.P(k299, k300, k301, k302, k303, k304, k305, k306, k307) =STDEV.P(l299, l300, l301, l302, l303, l304, l305, l306, l307) =STDEV.P(m299, m300, m301, m302, m303, m304, m305, m306, m307) =STDEV.P(n299, n300, n301, n302, n303, n304, n305, n306, n307) =STDEV.P(o299, o300, o301, o302, o303, o304, o305, o306, o307) =STDEV.P(p299, p300, p301, p302, p303, p304, p305, p306, p307) =STDEV.P(q299, q300, q301, q302, q303, q304, q305, q306, q307) =STDEV.P(r299, r300, r301, r302, r303, r304, r305, r306, r307) =STDEV.P(s299, s300, s301, s302, s303, s304, s305, s306, s307) =STDEV.P(t299, t300, t301, t302, t303, t304, t305, t306, t307)
+=AVERAGE(a308, a309, a310, a311, a312, a313, a314, a315, a316) =AVERAGE(b308, b309, b310, b311, b312, b313, b314, b315, b316) =AVERAGE(c308, c309, c310, c311, c312, c313, c314, c315, c316) =AVERAGE(d308, d309, d310, d311, d312, d313, d314, d315, d316) =AVERAGE(e308, e309, e310, e311, e312, e313, e314, e315, e316) =AVERAGE(f308, f309, f310, f311, f312, f313, f314, f315, f316) =AVERAGE(g308, g309, g310, g311, g312, g313, g314, g315, g316) =AVERAGE(h308, h309, h310, h311, h312, h313, h314, h315, h316) =AVERAGE(i308, i309, i310, i311, i312, i313, i314, i315, i316) =AVERAGE(j308, j309, j310, j311, j312, j313, j314, j315, j316) =AVERAGE(k308, k309, k310, k311, k312, k313, k314, k315, k316) =AVERAGE(l308, l309, l310, l311, l312, l313, l314, l315, l316) =AVERAGE(m308, m309, m310, m311, m312, m313, m314, m315, m316) =AVERAGE(n308, n309, n310, n311, n312, n313, n314, n315, n316) =AVERAGE(o308, o309, o310, o311, o312, o313, o314, o315, o316) =AVERAGE(p308, p309, p310, p311, p312, p313, p314, p315, p316) =AVERAGE(q308, q309, q310, q311, q312, q313, q314, q315, q316) =AVERAGE(r308, r309, r310, r311, r312, r313, r314, r315, r316) =AVERAGE(s308, s309, s310, s311, s312, s313, s314, s315, s316) =AVERAGE(t308, t309, t310, t311, t312, t313, t314, t315, t316) =STDEV.P(a308, a309, a310, a311, a312, a313, a314, a315, a316) =STDEV.P(b308, b309, b310, b311, b312, b313, b314, b315, b316) =STDEV.P(c308, c309, c310, c311, c312, c313, c314, c315, c316) =STDEV.P(d308, d309, d310, d311, d312, d313, d314, d315, d316) =STDEV.P(e308, e309, e310, e311, e312, e313, e314, e315, e316) =STDEV.P(f308, f309, f310, f311, f312, f313, f314, f315, f316) =STDEV.P(g308, g309, g310, g311, g312, g313, g314, g315, g316) =STDEV.P(h308, h309, h310, h311, h312, h313, h314, h315, h316) =STDEV.P(i308, i309, i310, i311, i312, i313, i314, i315, i316) =STDEV.P(j308, j309, j310, j311, j312, j313, j314, j315, j316) =STDEV.P(k308, k309, k310, k311, k312, k313, k314, k315, k316) =STDEV.P(l308, l309, l310, l311, l312, l313, l314, l315, l316) =STDEV.P(m308, m309, m310, m311, m312, m313, m314, m315, m316) =STDEV.P(n308, n309, n310, n311, n312, n313, n314, n315, n316) =STDEV.P(o308, o309, o310, o311, o312, o313, o314, o315, o316) =STDEV.P(p308, p309, p310, p311, p312, p313, p314, p315, p316) =STDEV.P(q308, q309, q310, q311, q312, q313, q314, q315, q316) =STDEV.P(r308, r309, r310, r311, r312, r313, r314, r315, r316) =STDEV.P(s308, s309, s310, s311, s312, s313, s314, s315, s316) =STDEV.P(t308, t309, t310, t311, t312, t313, t314, t315, t316)
+=AVERAGE(a317, a318, a319, a320, a321, a322, a323, a324, a325) =AVERAGE(b317, b318, b319, b320, b321, b322, b323, b324, b325) =AVERAGE(c317, c318, c319, c320, c321, c322, c323, c324, c325) =AVERAGE(d317, d318, d319, d320, d321, d322, d323, d324, d325) =AVERAGE(e317, e318, e319, e320, e321, e322, e323, e324, e325) =AVERAGE(f317, f318, f319, f320, f321, f322, f323, f324, f325) =AVERAGE(g317, g318, g319, g320, g321, g322, g323, g324, g325) =AVERAGE(h317, h318, h319, h320, h321, h322, h323, h324, h325) =AVERAGE(i317, i318, i319, i320, i321, i322, i323, i324, i325) =AVERAGE(j317, j318, j319, j320, j321, j322, j323, j324, j325) =AVERAGE(k317, k318, k319, k320, k321, k322, k323, k324, k325) =AVERAGE(l317, l318, l319, l320, l321, l322, l323, l324, l325) =AVERAGE(m317, m318, m319, m320, m321, m322, m323, m324, m325) =AVERAGE(n317, n318, n319, n320, n321, n322, n323, n324, n325) =AVERAGE(o317, o318, o319, o320, o321, o322, o323, o324, o325) =AVERAGE(p317, p318, p319, p320, p321, p322, p323, p324, p325) =AVERAGE(q317, q318, q319, q320, q321, q322, q323, q324, q325) =AVERAGE(r317, r318, r319, r320, r321, r322, r323, r324, r325) =AVERAGE(s317, s318, s319, s320, s321, s322, s323, s324, s325) =AVERAGE(t317, t318, t319, t320, t321, t322, t323, t324, t325) =STDEV.P(a317, a318, a319, a320, a321, a322, a323, a324, a325) =STDEV.P(b317, b318, b319, b320, b321, b322, b323, b324, b325) =STDEV.P(c317, c318, c319, c320, c321, c322, c323, c324, c325) =STDEV.P(d317, d318, d319, d320, d321, d322, d323, d324, d325) =STDEV.P(e317, e318, e319, e320, e321, e322, e323, e324, e325) =STDEV.P(f317, f318, f319, f320, f321, f322, f323, f324, f325) =STDEV.P(g317, g318, g319, g320, g321, g322, g323, g324, g325) =STDEV.P(h317, h318, h319, h320, h321, h322, h323, h324, h325) =STDEV.P(i317, i318, i319, i320, i321, i322, i323, i324, i325) =STDEV.P(j317, j318, j319, j320, j321, j322, j323, j324, j325) =STDEV.P(k317, k318, k319, k320, k321, k322, k323, k324, k325) =STDEV.P(l317, l318, l319, l320, l321, l322, l323, l324, l325) =STDEV.P(m317, m318, m319, m320, m321, m322, m323, m324, m325) =STDEV.P(n317, n318, n319, n320, n321, n322, n323, n324, n325) =STDEV.P(o317, o318, o319, o320, o321, o322, o323, o324, o325) =STDEV.P(p317, p318, p319, p320, p321, p322, p323, p324, p325) =STDEV.P(q317, q318, q319, q320, q321, q322, q323, q324, q325) =STDEV.P(r317, r318, r319, r320, r321, r322, r323, r324, r325) =STDEV.P(s317, s318, s319, s320, s321, s322, s323, s324, s325) =STDEV.P(t317, t318, t319, t320, t321, t322, t323, t324, t325)
+=AVERAGE(a326, a327, a328, a329, a330, a331, a332, a333) =AVERAGE(b326, b327, b328, b329, b330, b331, b332, b333) =AVERAGE(c326, c327, c328, c329, c330, c331, c332, c333) =AVERAGE(d326, d327, d328, d329, d330, d331, d332, d333) =AVERAGE(e326, e327, e328, e329, e330, e331, e332, e333) =AVERAGE(f326, f327, f328, f329, f330, f331, f332, f333) =AVERAGE(g326, g327, g328, g329, g330, g331, g332, g333) =AVERAGE(h326, h327, h328, h329, h330, h331, h332, h333) =AVERAGE(i326, i327, i328, i329, i330, i331, i332, i333) =AVERAGE(j326, j327, j328, j329, j330, j331, j332, j333) =AVERAGE(k326, k327, k328, k329, k330, k331, k332, k333) =AVERAGE(l326, l327, l328, l329, l330, l331, l332, l333) =AVERAGE(m326, m327, m328, m329, m330, m331, m332, m333) =AVERAGE(n326, n327, n328, n329, n330, n331, n332, n333) =AVERAGE(o326, o327, o328, o329, o330, o331, o332, o333) =AVERAGE(p326, p327, p328, p329, p330, p331, p332, p333) =AVERAGE(q326, q327, q328, q329, q330, q331, q332, q333) =AVERAGE(r326, r327, r328, r329, r330, r331, r332, r333) =AVERAGE(s326, s327, s328, s329, s330, s331, s332, s333) =AVERAGE(t326, t327, t328, t329, t330, t331, t332, t333) =STDEV.P(a326, a327, a328, a329, a330, a331, a332, a333) =STDEV.P(b326, b327, b328, b329, b330, b331, b332, b333) =STDEV.P(c326, c327, c328, c329, c330, c331, c332, c333) =STDEV.P(d326, d327, d328, d329, d330, d331, d332, d333) =STDEV.P(e326, e327, e328, e329, e330, e331, e332, e333) =STDEV.P(f326, f327, f328, f329, f330, f331, f332, f333) =STDEV.P(g326, g327, g328, g329, g330, g331, g332, g333) =STDEV.P(h326, h327, h328, h329, h330, h331, h332, h333) =STDEV.P(i326, i327, i328, i329, i330, i331, i332, i333) =STDEV.P(j326, j327, j328, j329, j330, j331, j332, j333) =STDEV.P(k326, k327, k328, k329, k330, k331, k332, k333) =STDEV.P(l326, l327, l328, l329, l330, l331, l332, l333) =STDEV.P(m326, m327, m328, m329, m330, m331, m332, m333) =STDEV.P(n326, n327, n328, n329, n330, n331, n332, n333) =STDEV.P(o326, o327, o328, o329, o330, o331, o332, o333) =STDEV.P(p326, p327, p328, p329, p330, p331, p332, p333) =STDEV.P(q326, q327, q328, q329, q330, q331, q332, q333) =STDEV.P(r326, r327, r328, r329, r330, r331, r332, r333) =STDEV.P(s326, s327, s328, s329, s330, s331, s332, s333) =STDEV.P(t326, t327, t328, t329, t330, t331, t332, t333)
+=AVERAGE(a334, a335, a336, a337, a338, a339, a340, a341) =AVERAGE(b334, b335, b336, b337, b338, b339, b340, b341) =AVERAGE(c334, c335, c336, c337, c338, c339, c340, c341) =AVERAGE(d334, d335, d336, d337, d338, d339, d340, d341) =AVERAGE(e334, e335, e336, e337, e338, e339, e340, e341) =AVERAGE(f334, f335, f336, f337, f338, f339, f340, f341) =AVERAGE(g334, g335, g336, g337, g338, g339, g340, g341) =AVERAGE(h334, h335, h336, h337, h338, h339, h340, h341) =AVERAGE(i334, i335, i336, i337, i338, i339, i340, i341) =AVERAGE(j334, j335, j336, j337, j338, j339, j340, j341) =AVERAGE(k334, k335, k336, k337, k338, k339, k340, k341) =AVERAGE(l334, l335, l336, l337, l338, l339, l340, l341) =AVERAGE(m334, m335, m336, m337, m338, m339, m340, m341) =AVERAGE(n334, n335, n336, n337, n338, n339, n340, n341) =AVERAGE(o334, o335, o336, o337, o338, o339, o340, o341) =AVERAGE(p334, p335, p336, p337, p338, p339, p340, p341) =AVERAGE(q334, q335, q336, q337, q338, q339, q340, q341) =AVERAGE(r334, r335, r336, r337, r338, r339, r340, r341) =AVERAGE(s334, s335, s336, s337, s338, s339, s340, s341) =AVERAGE(t334, t335, t336, t337, t338, t339, t340, t341) =STDEV.P(a334, a335, a336, a337, a338, a339, a340, a341) =STDEV.P(b334, b335, b336, b337, b338, b339, b340, b341) =STDEV.P(c334, c335, c336, c337, c338, c339, c340, c341) =STDEV.P(d334, d335, d336, d337, d338, d339, d340, d341) =STDEV.P(e334, e335, e336, e337, e338, e339, e340, e341) =STDEV.P(f334, f335, f336, f337, f338, f339, f340, f341) =STDEV.P(g334, g335, g336, g337, g338, g339, g340, g341) =STDEV.P(h334, h335, h336, h337, h338, h339, h340, h341) =STDEV.P(i334, i335, i336, i337, i338, i339, i340, i341) =STDEV.P(j334, j335, j336, j337, j338, j339, j340, j341) =STDEV.P(k334, k335, k336, k337, k338, k339, k340, k341) =STDEV.P(l334, l335, l336, l337, l338, l339, l340, l341) =STDEV.P(m334, m335, m336, m337, m338, m339, m340, m341) =STDEV.P(n334, n335, n336, n337, n338, n339, n340, n341) =STDEV.P(o334, o335, o336, o337, o338, o339, o340, o341) =STDEV.P(p334, p335, p336, p337, p338, p339, p340, p341) =STDEV.P(q334, q335, q336, q337, q338, q339, q340, q341) =STDEV.P(r334, r335, r336, r337, r338, r339, r340, r341) =STDEV.P(s334, s335, s336, s337, s338, s339, s340, s341) =STDEV.P(t334, t335, t336, t337, t338, t339, t340, t341)
+=AVERAGE(a342, a343, a344, a345, a346, a347, a348, a349) =AVERAGE(b342, b343, b344, b345, b346, b347, b348, b349) =AVERAGE(c342, c343, c344, c345, c346, c347, c348, c349) =AVERAGE(d342, d343, d344, d345, d346, d347, d348, d349) =AVERAGE(e342, e343, e344, e345, e346, e347, e348, e349) =AVERAGE(f342, f343, f344, f345, f346, f347, f348, f349) =AVERAGE(g342, g343, g344, g345, g346, g347, g348, g349) =AVERAGE(h342, h343, h344, h345, h346, h347, h348, h349) =AVERAGE(i342, i343, i344, i345, i346, i347, i348, i349) =AVERAGE(j342, j343, j344, j345, j346, j347, j348, j349) =AVERAGE(k342, k343, k344, k345, k346, k347, k348, k349) =AVERAGE(l342, l343, l344, l345, l346, l347, l348, l349) =AVERAGE(m342, m343, m344, m345, m346, m347, m348, m349) =AVERAGE(n342, n343, n344, n345, n346, n347, n348, n349) =AVERAGE(o342, o343, o344, o345, o346, o347, o348, o349) =AVERAGE(p342, p343, p344, p345, p346, p347, p348, p349) =AVERAGE(q342, q343, q344, q345, q346, q347, q348, q349) =AVERAGE(r342, r343, r344, r345, r346, r347, r348, r349) =AVERAGE(s342, s343, s344, s345, s346, s347, s348, s349) =AVERAGE(t342, t343, t344, t345, t346, t347, t348, t349) =STDEV.P(a342, a343, a344, a345, a346, a347, a348, a349) =STDEV.P(b342, b343, b344, b345, b346, b347, b348, b349) =STDEV.P(c342, c343, c344, c345, c346, c347, c348, c349) =STDEV.P(d342, d343, d344, d345, d346, d347, d348, d349) =STDEV.P(e342, e343, e344, e345, e346, e347, e348, e349) =STDEV.P(f342, f343, f344, f345, f346, f347, f348, f349) =STDEV.P(g342, g343, g344, g345, g346, g347, g348, g349) =STDEV.P(h342, h343, h344, h345, h346, h347, h348, h349) =STDEV.P(i342, i343, i344, i345, i346, i347, i348, i349) =STDEV.P(j342, j343, j344, j345, j346, j347, j348, j349) =STDEV.P(k342, k343, k344, k345, k346, k347, k348, k349) =STDEV.P(l342, l343, l344, l345, l346, l347, l348, l349) =STDEV.P(m342, m343, m344, m345, m346, m347, m348, m349) =STDEV.P(n342, n343, n344, n345, n346, n347, n348, n349) =STDEV.P(o342, o343, o344, o345, o346, o347, o348, o349) =STDEV.P(p342, p343, p344, p345, p346, p347, p348, p349) =STDEV.P(q342, q343, q344, q345, q346, q347, q348, q349) =STDEV.P(r342, r343, r344, r345, r346, r347, r348, r349) =STDEV.P(s342, s343, s344, s345, s346, s347, s348, s349) =STDEV.P(t342, t343, t344, t345, t346, t347, t348, t349)
+=AVERAGE(a350, a351, a352, a353, a354, a355, a356, a357) =AVERAGE(b350, b351, b352, b353, b354, b355, b356, b357) =AVERAGE(c350, c351, c352, c353, c354, c355, c356, c357) =AVERAGE(d350, d351, d352, d353, d354, d355, d356, d357) =AVERAGE(e350, e351, e352, e353, e354, e355, e356, e357) =AVERAGE(f350, f351, f352, f353, f354, f355, f356, f357) =AVERAGE(g350, g351, g352, g353, g354, g355, g356, g357) =AVERAGE(h350, h351, h352, h353, h354, h355, h356, h357) =AVERAGE(i350, i351, i352, i353, i354, i355, i356, i357) =AVERAGE(j350, j351, j352, j353, j354, j355, j356, j357) =AVERAGE(k350, k351, k352, k353, k354, k355, k356, k357) =AVERAGE(l350, l351, l352, l353, l354, l355, l356, l357) =AVERAGE(m350, m351, m352, m353, m354, m355, m356, m357) =AVERAGE(n350, n351, n352, n353, n354, n355, n356, n357) =AVERAGE(o350, o351, o352, o353, o354, o355, o356, o357) =AVERAGE(p350, p351, p352, p353, p354, p355, p356, p357) =AVERAGE(q350, q351, q352, q353, q354, q355, q356, q357) =AVERAGE(r350, r351, r352, r353, r354, r355, r356, r357) =AVERAGE(s350, s351, s352, s353, s354, s355, s356, s357) =AVERAGE(t350, t351, t352, t353, t354, t355, t356, t357) =STDEV.P(a350, a351, a352, a353, a354, a355, a356, a357) =STDEV.P(b350, b351, b352, b353, b354, b355, b356, b357) =STDEV.P(c350, c351, c352, c353, c354, c355, c356, c357) =STDEV.P(d350, d351, d352, d353, d354, d355, d356, d357) =STDEV.P(e350, e351, e352, e353, e354, e355, e356, e357) =STDEV.P(f350, f351, f352, f353, f354, f355, f356, f357) =STDEV.P(g350, g351, g352, g353, g354, g355, g356, g357) =STDEV.P(h350, h351, h352, h353, h354, h355, h356, h357) =STDEV.P(i350, i351, i352, i353, i354, i355, i356, i357) =STDEV.P(j350, j351, j352, j353, j354, j355, j356, j357) =STDEV.P(k350, k351, k352, k353, k354, k355, k356, k357) =STDEV.P(l350, l351, l352, l353, l354, l355, l356, l357) =STDEV.P(m350, m351, m352, m353, m354, m355, m356, m357) =STDEV.P(n350, n351, n352, n353, n354, n355, n356, n357) =STDEV.P(o350, o351, o352, o353, o354, o355, o356, o357) =STDEV.P(p350, p351, p352, p353, p354, p355, p356, p357) =STDEV.P(q350, q351, q352, q353, q354, q355, q356, q357) =STDEV.P(r350, r351, r352, r353, r354, r355, r356, r357) =STDEV.P(s350, s351, s352, s353, s354, s355, s356, s357) =STDEV.P(t350, t351, t352, t353, t354, t355, t356, t357)
+=AVERAGE(a358, a359, a360, a361, a362, a363, a364) =AVERAGE(b358, b359, b360, b361, b362, b363, b364) =AVERAGE(c358, c359, c360, c361, c362, c363, c364) =AVERAGE(d358, d359, d360, d361, d362, d363, d364) =AVERAGE(e358, e359, e360, e361, e362, e363, e364) =AVERAGE(f358, f359, f360, f361, f362, f363, f364) =AVERAGE(g358, g359, g360, g361, g362, g363, g364) =AVERAGE(h358, h359, h360, h361, h362, h363, h364) =AVERAGE(i358, i359, i360, i361, i362, i363, i364) =AVERAGE(j358, j359, j360, j361, j362, j363, j364) =AVERAGE(k358, k359, k360, k361, k362, k363, k364) =AVERAGE(l358, l359, l360, l361, l362, l363, l364) =AVERAGE(m358, m359, m360, m361, m362, m363, m364) =AVERAGE(n358, n359, n360, n361, n362, n363, n364) =AVERAGE(o358, o359, o360, o361, o362, o363, o364) =AVERAGE(p358, p359, p360, p361, p362, p363, p364) =AVERAGE(q358, q359, q360, q361, q362, q363, q364) =AVERAGE(r358, r359, r360, r361, r362, r363, r364) =AVERAGE(s358, s359, s360, s361, s362, s363, s364) =AVERAGE(t358, t359, t360, t361, t362, t363, t364) =STDEV.P(a358, a359, a360, a361, a362, a363, a364) =STDEV.P(b358, b359, b360, b361, b362, b363, b364) =STDEV.P(c358, c359, c360, c361, c362, c363, c364) =STDEV.P(d358, d359, d360, d361, d362, d363, d364) =STDEV.P(e358, e359, e360, e361, e362, e363, e364) =STDEV.P(f358, f359, f360, f361, f362, f363, f364) =STDEV.P(g358, g359, g360, g361, g362, g363, g364) =STDEV.P(h358, h359, h360, h361, h362, h363, h364) =STDEV.P(i358, i359, i360, i361, i362, i363, i364) =STDEV.P(j358, j359, j360, j361, j362, j363, j364) =STDEV.P(k358, k359, k360, k361, k362, k363, k364) =STDEV.P(l358, l359, l360, l361, l362, l363, l364) =STDEV.P(m358, m359, m360, m361, m362, m363, m364) =STDEV.P(n358, n359, n360, n361, n362, n363, n364) =STDEV.P(o358, o359, o360, o361, o362, o363, o364) =STDEV.P(p358, p359, p360, p361, p362, p363, p364) =STDEV.P(q358, q359, q360, q361, q362, q363, q364) =STDEV.P(r358, r359, r360, r361, r362, r363, r364) =STDEV.P(s358, s359, s360, s361, s362, s363, s364) =STDEV.P(t358, t359, t360, t361, t362, t363, t364)
+=AVERAGE(a365, a366, a367, a368, a369, a370, a371) =AVERAGE(b365, b366, b367, b368, b369, b370, b371) =AVERAGE(c365, c366, c367, c368, c369, c370, c371) =AVERAGE(d365, d366, d367, d368, d369, d370, d371) =AVERAGE(e365, e366, e367, e368, e369, e370, e371) =AVERAGE(f365, f366, f367, f368, f369, f370, f371) =AVERAGE(g365, g366, g367, g368, g369, g370, g371) =AVERAGE(h365, h366, h367, h368, h369, h370, h371) =AVERAGE(i365, i366, i367, i368, i369, i370, i371) =AVERAGE(j365, j366, j367, j368, j369, j370, j371) =AVERAGE(k365, k366, k367, k368, k369, k370, k371) =AVERAGE(l365, l366, l367, l368, l369, l370, l371) =AVERAGE(m365, m366, m367, m368, m369, m370, m371) =AVERAGE(n365, n366, n367, n368, n369, n370, n371) =AVERAGE(o365, o366, o367, o368, o369, o370, o371) =AVERAGE(p365, p366, p367, p368, p369, p370, p371) =AVERAGE(q365, q366, q367, q368, q369, q370, q371) =AVERAGE(r365, r366, r367, r368, r369, r370, r371) =AVERAGE(s365, s366, s367, s368, s369, s370, s371) =AVERAGE(t365, t366, t367, t368, t369, t370, t371) =STDEV.P(a365, a366, a367, a368, a369, a370, a371) =STDEV.P(b365, b366, b367, b368, b369, b370, b371) =STDEV.P(c365, c366, c367, c368, c369, c370, c371) =STDEV.P(d365, d366, d367, d368, d369, d370, d371) =STDEV.P(e365, e366, e367, e368, e369, e370, e371) =STDEV.P(f365, f366, f367, f368, f369, f370, f371) =STDEV.P(g365, g366, g367, g368, g369, g370, g371) =STDEV.P(h365, h366, h367, h368, h369, h370, h371) =STDEV.P(i365, i366, i367, i368, i369, i370, i371) =STDEV.P(j365, j366, j367, j368, j369, j370, j371) =STDEV.P(k365, k366, k367, k368, k369, k370, k371) =STDEV.P(l365, l366, l367, l368, l369, l370, l371) =STDEV.P(m365, m366, m367, m368, m369, m370, m371) =STDEV.P(n365, n366, n367, n368, n369, n370, n371) =STDEV.P(o365, o366, o367, o368, o369, o370, o371) =STDEV.P(p365, p366, p367, p368, p369, p370, p371) =STDEV.P(q365, q366, q367, q368, q369, q370, q371) =STDEV.P(r365, r366, r367, r368, r369, r370, r371) =STDEV.P(s365, s366, s367, s368, s369, s370, s371) =STDEV.P(t365, t366, t367, t368, t369, t370, t371)
+=AVERAGE(a372, a373, a374, a375, a376, a377, a378) =AVERAGE(b372, b373, b374, b375, b376, b377, b378) =AVERAGE(c372, c373, c374, c375, c376, c377, c378) =AVERAGE(d372, d373, d374, d375, d376, d377, d378) =AVERAGE(e372, e373, e374, e375, e376, e377, e378) =AVERAGE(f372, f373, f374, f375, f376, f377, f378) =AVERAGE(g372, g373, g374, g375, g376, g377, g378) =AVERAGE(h372, h373, h374, h375, h376, h377, h378) =AVERAGE(i372, i373, i374, i375, i376, i377, i378) =AVERAGE(j372, j373, j374, j375, j376, j377, j378) =AVERAGE(k372, k373, k374, k375, k376, k377, k378) =AVERAGE(l372, l373, l374, l375, l376, l377, l378) =AVERAGE(m372, m373, m374, m375, m376, m377, m378) =AVERAGE(n372, n373, n374, n375, n376, n377, n378) =AVERAGE(o372, o373, o374, o375, o376, o377, o378) =AVERAGE(p372, p373, p374, p375, p376, p377, p378) =AVERAGE(q372, q373, q374, q375, q376, q377, q378) =AVERAGE(r372, r373, r374, r375, r376, r377, r378) =AVERAGE(s372, s373, s374, s375, s376, s377, s378) =AVERAGE(t372, t373, t374, t375, t376, t377, t378) =STDEV.P(a372, a373, a374, a375, a376, a377, a378) =STDEV.P(b372, b373, b374, b375, b376, b377, b378) =STDEV.P(c372, c373, c374, c375, c376, c377, c378) =STDEV.P(d372, d373, d374, d375, d376, d377, d378) =STDEV.P(e372, e373, e374, e375, e376, e377, e378) =STDEV.P(f372, f373, f374, f375, f376, f377, f378) =STDEV.P(g372, g373, g374, g375, g376, g377, g378) =STDEV.P(h372, h373, h374, h375, h376, h377, h378) =STDEV.P(i372, i373, i374, i375, i376, i377, i378) =STDEV.P(j372, j373, j374, j375, j376, j377, j378) =STDEV.P(k372, k373, k374, k375, k376, k377, k378) =STDEV.P(l372, l373, l374, l375, l376, l377, l378) =STDEV.P(m372, m373, m374, m375, m376, m377, m378) =STDEV.P(n372, n373, n374, n375, n376, n377, n378) =STDEV.P(o372, o373, o374, o375, o376, o377, o378) =STDEV.P(p372, p373, p374, p375, p376, p377, p378) =STDEV.P(q372, q373, q374, q375, q376, q377, q378) =STDEV.P(r372, r373, r374, r375, r376, r377, r378) =STDEV.P(s372, s373, s374, s375, s376, s377, s378) =STDEV.P(t372, t373, t374, t375, t376, t377, t378)
+=AVERAGE(a379, a380, a381, a382, a383, a384, a385) =AVERAGE(b379, b380, b381, b382, b383, b384, b385) =AVERAGE(c379, c380, c381, c382, c383, c384, c385) =AVERAGE(d379, d380, d381, d382, d383, d384, d385) =AVERAGE(e379, e380, e381, e382, e383, e384, e385) =AVERAGE(f379, f380, f381, f382, f383, f384, f385) =AVERAGE(g379, g380, g381, g382, g383, g384, g385) =AVERAGE(h379, h380, h381, h382, h383, h384, h385) =AVERAGE(i379, i380, i381, i382, i383, i384, i385) =AVERAGE(j379, j380, j381, j382, j383, j384, j385) =AVERAGE(k379, k380, k381, k382, k383, k384, k385) =AVERAGE(l379, l380, l381, l382, l383, l384, l385) =AVERAGE(m379, m380, m381, m382, m383, m384, m385) =AVERAGE(n379, n380, n381, n382, n383, n384, n385) =AVERAGE(o379, o380, o381, o382, o383, o384, o385) =AVERAGE(p379, p380, p381, p382, p383, p384, p385) =AVERAGE(q379, q380, q381, q382, q383, q384, q385) =AVERAGE(r379, r380, r381, r382, r383, r384, r385) =AVERAGE(s379, s380, s381, s382, s383, s384, s385) =AVERAGE(t379, t380, t381, t382, t383, t384, t385) =STDEV.P(a379, a380, a381, a382, a383, a384, a385) =STDEV.P(b379, b380, b381, b382, b383, b384, b385) =STDEV.P(c379, c380, c381, c382, c383, c384, c385) =STDEV.P(d379, d380, d381, d382, d383, d384, d385) =STDEV.P(e379, e380, e381, e382, e383, e384, e385) =STDEV.P(f379, f380, f381, f382, f383, f384, f385) =STDEV.P(g379, g380, g381, g382, g383, g384, g385) =STDEV.P(h379, h380, h381, h382, h383, h384, h385) =STDEV.P(i379, i380, i381, i382, i383, i384, i385) =STDEV.P(j379, j380, j381, j382, j383, j384, j385) =STDEV.P(k379, k380, k381, k382, k383, k384, k385) =STDEV.P(l379, l380, l381, l382, l383, l384, l385) =STDEV.P(m379, m380, m381, m382, m383, m384, m385) =STDEV.P(n379, n380, n381, n382, n383, n384, n385) =STDEV.P(o379, o380, o381, o382, o383, o384, o385) =STDEV.P(p379, p380, p381, p382, p383, p384, p385) =STDEV.P(q379, q380, q381, q382, q383, q384, q385) =STDEV.P(r379, r380, r381, r382, r383, r384, r385) =STDEV.P(s379, s380, s381, s382, s383, s384, s385) =STDEV.P(t379, t380, t381, t382, t383, t384, t385)
+=AVERAGE(a386, a387, a388, a389, a390, a391, a392) =AVERAGE(b386, b387, b388, b389, b390, b391, b392) =AVERAGE(c386, c387, c388, c389, c390, c391, c392) =AVERAGE(d386, d387, d388, d389, d390, d391, d392) =AVERAGE(e386, e387, e388, e389, e390, e391, e392) =AVERAGE(f386, f387, f388, f389, f390, f391, f392) =AVERAGE(g386, g387, g388, g389, g390, g391, g392) =AVERAGE(h386, h387, h388, h389, h390, h391, h392) =AVERAGE(i386, i387, i388, i389, i390, i391, i392) =AVERAGE(j386, j387, j388, j389, j390, j391, j392) =AVERAGE(k386, k387, k388, k389, k390, k391, k392) =AVERAGE(l386, l387, l388, l389, l390, l391, l392) =AVERAGE(m386, m387, m388, m389, m390, m391, m392) =AVERAGE(n386, n387, n388, n389, n390, n391, n392) =AVERAGE(o386, o387, o388, o389, o390, o391, o392) =AVERAGE(p386, p387, p388, p389, p390, p391, p392) =AVERAGE(q386, q387, q388, q389, q390, q391, q392) =AVERAGE(r386, r387, r388, r389, r390, r391, r392) =AVERAGE(s386, s387, s388, s389, s390, s391, s392) =AVERAGE(t386, t387, t388, t389, t390, t391, t392) =STDEV.P(a386, a387, a388, a389, a390, a391, a392) =STDEV.P(b386, b387, b388, b389, b390, b391, b392) =STDEV.P(c386, c387, c388, c389, c390, c391, c392) =STDEV.P(d386, d387, d388, d389, d390, d391, d392) =STDEV.P(e386, e387, e388, e389, e390, e391, e392) =STDEV.P(f386, f387, f388, f389, f390, f391, f392) =STDEV.P(g386, g387, g388, g389, g390, g391, g392) =STDEV.P(h386, h387, h388, h389, h390, h391, h392) =STDEV.P(i386, i387, i388, i389, i390, i391, i392) =STDEV.P(j386, j387, j388, j389, j390, j391, j392) =STDEV.P(k386, k387, k388, k389, k390, k391, k392) =STDEV.P(l386, l387, l388, l389, l390, l391, l392) =STDEV.P(m386, m387, m388, m389, m390, m391, m392) =STDEV.P(n386, n387, n388, n389, n390, n391, n392) =STDEV.P(o386, o387, o388, o389, o390, o391, o392) =STDEV.P(p386, p387, p388, p389, p390, p391, p392) =STDEV.P(q386, q387, q388, q389, q390, q391, q392) =STDEV.P(r386, r387, r388, r389, r390, r391, r392) =STDEV.P(s386, s387, s388, s389, s390, s391, s392) =STDEV.P(t386, t387, t388, t389, t390, t391, t392)
+=AVERAGE(a393, a394, a395, a396, a397, a398, a399) =AVERAGE(b393, b394, b395, b396, b397, b398, b399) =AVERAGE(c393, c394, c395, c396, c397, c398, c399) =AVERAGE(d393, d394, d395, d396, d397, d398, d399) =AVERAGE(e393, e394, e395, e396, e397, e398, e399) =AVERAGE(f393, f394, f395, f396, f397, f398, f399) =AVERAGE(g393, g394, g395, g396, g397, g398, g399) =AVERAGE(h393, h394, h395, h396, h397, h398, h399) =AVERAGE(i393, i394, i395, i396, i397, i398, i399) =AVERAGE(j393, j394, j395, j396, j397, j398, j399) =AVERAGE(k393, k394, k395, k396, k397, k398, k399) =AVERAGE(l393, l394, l395, l396, l397, l398, l399) =AVERAGE(m393, m394, m395, m396, m397, m398, m399) =AVERAGE(n393, n394, n395, n396, n397, n398, n399) =AVERAGE(o393, o394, o395, o396, o397, o398, o399) =AVERAGE(p393, p394, p395, p396, p397, p398, p399) =AVERAGE(q393, q394, q395, q396, q397, q398, q399) =AVERAGE(r393, r394, r395, r396, r397, r398, r399) =AVERAGE(s393, s394, s395, s396, s397, s398, s399) =AVERAGE(t393, t394, t395, t396, t397, t398, t399) =STDEV.P(a393, a394, a395, a396, a397, a398, a399) =STDEV.P(b393, b394, b395, b396, b397, b398, b399) =STDEV.P(c393, c394, c395, c396, c397, c398, c399) =STDEV.P(d393, d394, d395, d396, d397, d398, d399) =STDEV.P(e393, e394, e395, e396, e397, e398, e399) =STDEV.P(f393, f394, f395, f396, f397, f398, f399) =STDEV.P(g393, g394, g395, g396, g397, g398, g399) =STDEV.P(h393, h394, h395, h396, h397, h398, h399) =STDEV.P(i393, i394, i395, i396, i397, i398, i399) =STDEV.P(j393, j394, j395, j396, j397, j398, j399) =STDEV.P(k393, k394, k395, k396, k397, k398, k399) =STDEV.P(l393, l394, l395, l396, l397, l398, l399) =STDEV.P(m393, m394, m395, m396, m397, m398, m399) =STDEV.P(n393, n394, n395, n396, n397, n398, n399) =STDEV.P(o393, o394, o395, o396, o397, o398, o399) =STDEV.P(p393, p394, p395, p396, p397, p398, p399) =STDEV.P(q393, q394, q395, q396, q397, q398, q399) =STDEV.P(r393, r394, r395, r396, r397, r398, r399) =STDEV.P(s393, s394, s395, s396, s397, s398, s399) =STDEV.P(t393, t394, t395, t396, t397, t398, t399)
+=AVERAGE(a400, a401, a402, a403, a404, a405, a406) =AVERAGE(b400, b401, b402, b403, b404, b405, b406) =AVERAGE(c400, c401, c402, c403, c404, c405, c406) =AVERAGE(d400, d401, d402, d403, d404, d405, d406) =AVERAGE(e400, e401, e402, e403, e404, e405, e406) =AVERAGE(f400, f401, f402, f403, f404, f405, f406) =AVERAGE(g400, g401, g402, g403, g404, g405, g406) =AVERAGE(h400, h401, h402, h403, h404, h405, h406) =AVERAGE(i400, i401, i402, i403, i404, i405, i406) =AVERAGE(j400, j401, j402, j403, j404, j405, j406) =AVERAGE(k400, k401, k402, k403, k404, k405, k406) =AVERAGE(l400, l401, l402, l403, l404, l405, l406) =AVERAGE(m400, m401, m402, m403, m404, m405, m406) =AVERAGE(n400, n401, n402, n403, n404, n405, n406) =AVERAGE(o400, o401, o402, o403, o404, o405, o406) =AVERAGE(p400, p401, p402, p403, p404, p405, p406) =AVERAGE(q400, q401, q402, q403, q404, q405, q406) =AVERAGE(r400, r401, r402, r403, r404, r405, r406) =AVERAGE(s400, s401, s402, s403, s404, s405, s406) =AVERAGE(t400, t401, t402, t403, t404, t405, t406) =STDEV.P(a400, a401, a402, a403, a404, a405, a406) =STDEV.P(b400, b401, b402, b403, b404, b405, b406) =STDEV.P(c400, c401, c402, c403, c404, c405, c406) =STDEV.P(d400, d401, d402, d403, d404, d405, d406) =STDEV.P(e400, e401, e402, e403, e404, e405, e406) =STDEV.P(f400, f401, f402, f403, f404, f405, f406) =STDEV.P(g400, g401, g402, g403, g404, g405, g406) =STDEV.P(h400, h401, h402, h403, h404, h405, h406) =STDEV.P(i400, i401, i402, i403, i404, i405, i406) =STDEV.P(j400, j401, j402, j403, j404, j405, j406) =STDEV.P(k400, k401, k402, k403, k404, k405, k406) =STDEV.P(l400, l401, l402, l403, l404, l405, l406) =STDEV.P(m400, m401, m402, m403, m404, m405, m406) =STDEV.P(n400, n401, n402, n403, n404, n405, n406) =STDEV.P(o400, o401, o402, o403, o404, o405, o406) =STDEV.P(p400, p401, p402, p403, p404, p405, p406) =STDEV.P(q400, q401, q402, q403, q404, q405, q406) =STDEV.P(r400, r401, r402, r403, r404, r405, r406) =STDEV.P(s400, s401, s402, s403, s404, s405, s406) =STDEV.P(t400, t401, t402, t403, t404, t405, t406)
+=AVERAGE(a407, a408, a409, a410, a411, a412, a413) =AVERAGE(b407, b408, b409, b410, b411, b412, b413) =AVERAGE(c407, c408, c409, c410, c411, c412, c413) =AVERAGE(d407, d408, d409, d410, d411, d412, d413) =AVERAGE(e407, e408, e409, e410, e411, e412, e413) =AVERAGE(f407, f408, f409, f410, f411, f412, f413) =AVERAGE(g407, g408, g409, g410, g411, g412, g413) =AVERAGE(h407, h408, h409, h410, h411, h412, h413) =AVERAGE(i407, i408, i409, i410, i411, i412, i413) =AVERAGE(j407, j408, j409, j410, j411, j412, j413) =AVERAGE(k407, k408, k409, k410, k411, k412, k413) =AVERAGE(l407, l408, l409, l410, l411, l412, l413) =AVERAGE(m407, m408, m409, m410, m411, m412, m413) =AVERAGE(n407, n408, n409, n410, n411, n412, n413) =AVERAGE(o407, o408, o409, o410, o411, o412, o413) =AVERAGE(p407, p408, p409, p410, p411, p412, p413) =AVERAGE(q407, q408, q409, q410, q411, q412, q413) =AVERAGE(r407, r408, r409, r410, r411, r412, r413) =AVERAGE(s407, s408, s409, s410, s411, s412, s413) =AVERAGE(t407, t408, t409, t410, t411, t412, t413) =STDEV.P(a407, a408, a409, a410, a411, a412, a413) =STDEV.P(b407, b408, b409, b410, b411, b412, b413) =STDEV.P(c407, c408, c409, c410, c411, c412, c413) =STDEV.P(d407, d408, d409, d410, d411, d412, d413) =STDEV.P(e407, e408, e409, e410, e411, e412, e413) =STDEV.P(f407, f408, f409, f410, f411, f412, f413) =STDEV.P(g407, g408, g409, g410, g411, g412, g413) =STDEV.P(h407, h408, h409, h410, h411, h412, h413) =STDEV.P(i407, i408, i409, i410, i411, i412, i413) =STDEV.P(j407, j408, j409, j410, j411, j412, j413) =STDEV.P(k407, k408, k409, k410, k411, k412, k413) =STDEV.P(l407, l408, l409, l410, l411, l412, l413) =STDEV.P(m407, m408, m409, m410, m411, m412, m413) =STDEV.P(n407, n408, n409, n410, n411, n412, n413) =STDEV.P(o407, o408, o409, o410, o411, o412, o413) =STDEV.P(p407, p408, p409, p410, p411, p412, p413) =STDEV.P(q407, q408, q409, q410, q411, q412, q413) =STDEV.P(r407, r408, r409, r410, r411, r412, r413) =STDEV.P(s407, s408, s409, s410, s411, s412, s413) =STDEV.P(t407, t408, t409, t410, t411, t412, t413)
+=AVERAGE(a414, a415, a416, a417, a418, a419, a420) =AVERAGE(b414, b415, b416, b417, b418, b419, b420) =AVERAGE(c414, c415, c416, c417, c418, c419, c420) =AVERAGE(d414, d415, d416, d417, d418, d419, d420) =AVERAGE(e414, e415, e416, e417, e418, e419, e420) =AVERAGE(f414, f415, f416, f417, f418, f419, f420) =AVERAGE(g414, g415, g416, g417, g418, g419, g420) =AVERAGE(h414, h415, h416, h417, h418, h419, h420) =AVERAGE(i414, i415, i416, i417, i418, i419, i420) =AVERAGE(j414, j415, j416, j417, j418, j419, j420) =AVERAGE(k414, k415, k416, k417, k418, k419, k420) =AVERAGE(l414, l415, l416, l417, l418, l419, l420) =AVERAGE(m414, m415, m416, m417, m418, m419, m420) =AVERAGE(n414, n415, n416, n417, n418, n419, n420) =AVERAGE(o414, o415, o416, o417, o418, o419, o420) =AVERAGE(p414, p415, p416, p417, p418, p419, p420) =AVERAGE(q414, q415, q416, q417, q418, q419, q420) =AVERAGE(r414, r415, r416, r417, r418, r419, r420) =AVERAGE(s414, s415, s416, s417, s418, s419, s420) =AVERAGE(t414, t415, t416, t417, t418, t419, t420) =STDEV.P(a414, a415, a416, a417, a418, a419, a420) =STDEV.P(b414, b415, b416, b417, b418, b419, b420) =STDEV.P(c414, c415, c416, c417, c418, c419, c420) =STDEV.P(d414, d415, d416, d417, d418, d419, d420) =STDEV.P(e414, e415, e416, e417, e418, e419, e420) =STDEV.P(f414, f415, f416, f417, f418, f419, f420) =STDEV.P(g414, g415, g416, g417, g418, g419, g420) =STDEV.P(h414, h415, h416, h417, h418, h419, h420) =STDEV.P(i414, i415, i416, i417, i418, i419, i420) =STDEV.P(j414, j415, j416, j417, j418, j419, j420) =STDEV.P(k414, k415, k416, k417, k418, k419, k420) =STDEV.P(l414, l415, l416, l417, l418, l419, l420) =STDEV.P(m414, m415, m416, m417, m418, m419, m420) =STDEV.P(n414, n415, n416, n417, n418, n419, n420) =STDEV.P(o414, o415, o416, o417, o418, o419, o420) =STDEV.P(p414, p415, p416, p417, p418, p419, p420) =STDEV.P(q414, q415, q416, q417, q418, q419, q420) =STDEV.P(r414, r415, r416, r417, r418, r419, r420) =STDEV.P(s414, s415, s416, s417, s418, s419, s420) =STDEV.P(t414, t415, t416, t417, t418, t419, t420)
+=AVERAGE(a421, a422, a423, a424, a425, a426, a427) =AVERAGE(b421, b422, b423, b424, b425, b426, b427) =AVERAGE(c421, c422, c423, c424, c425, c426, c427) =AVERAGE(d421, d422, d423, d424, d425, d426, d427) =AVERAGE(e421, e422, e423, e424, e425, e426, e427) =AVERAGE(f421, f422, f423, f424, f425, f426, f427) =AVERAGE(g421, g422, g423, g424, g425, g426, g427) =AVERAGE(h421, h422, h423, h424, h425, h426, h427) =AVERAGE(i421, i422, i423, i424, i425, i426, i427) =AVERAGE(j421, j422, j423, j424, j425, j426, j427) =AVERAGE(k421, k422, k423, k424, k425, k426, k427) =AVERAGE(l421, l422, l423, l424, l425, l426, l427) =AVERAGE(m421, m422, m423, m424, m425, m426, m427) =AVERAGE(n421, n422, n423, n424, n425, n426, n427) =AVERAGE(o421, o422, o423, o424, o425, o426, o427) =AVERAGE(p421, p422, p423, p424, p425, p426, p427) =AVERAGE(q421, q422, q423, q424, q425, q426, q427) =AVERAGE(r421, r422, r423, r424, r425, r426, r427) =AVERAGE(s421, s422, s423, s424, s425, s426, s427) =AVERAGE(t421, t422, t423, t424, t425, t426, t427) =STDEV.P(a421, a422, a423, a424, a425, a426, a427) =STDEV.P(b421, b422, b423, b424, b425, b426, b427) =STDEV.P(c421, c422, c423, c424, c425, c426, c427) =STDEV.P(d421, d422, d423, d424, d425, d426, d427) =STDEV.P(e421, e422, e423, e424, e425, e426, e427) =STDEV.P(f421, f422, f423, f424, f425, f426, f427) =STDEV.P(g421, g422, g423, g424, g425, g426, g427) =STDEV.P(h421, h422, h423, h424, h425, h426, h427) =STDEV.P(i421, i422, i423, i424, i425, i426, i427) =STDEV.P(j421, j422, j423, j424, j425, j426, j427) =STDEV.P(k421, k422, k423, k424, k425, k426, k427) =STDEV.P(l421, l422, l423, l424, l425, l426, l427) =STDEV.P(m421, m422, m423, m424, m425, m426, m427) =STDEV.P(n421, n422, n423, n424, n425, n426, n427) =STDEV.P(o421, o422, o423, o424, o425, o426, o427) =STDEV.P(p421, p422, p423, p424, p425, p426, p427) =STDEV.P(q421, q422, q423, q424, q425, q426, q427) =STDEV.P(r421, r422, r423, r424, r425, r426, r427) =STDEV.P(s421, s422, s423, s424, s425, s426, s427) =STDEV.P(t421, t422, t423, t424, t425, t426, t427)
+=AVERAGE(a428, a429, a430, a431, a432, a433, a434) =AVERAGE(b428, b429, b430, b431, b432, b433, b434) =AVERAGE(c428, c429, c430, c431, c432, c433, c434) =AVERAGE(d428, d429, d430, d431, d432, d433, d434) =AVERAGE(e428, e429, e430, e431, e432, e433, e434) =AVERAGE(f428, f429, f430, f431, f432, f433, f434) =AVERAGE(g428, g429, g430, g431, g432, g433, g434) =AVERAGE(h428, h429, h430, h431, h432, h433, h434) =AVERAGE(i428, i429, i430, i431, i432, i433, i434) =AVERAGE(j428, j429, j430, j431, j432, j433, j434) =AVERAGE(k428, k429, k430, k431, k432, k433, k434) =AVERAGE(l428, l429, l430, l431, l432, l433, l434) =AVERAGE(m428, m429, m430, m431, m432, m433, m434) =AVERAGE(n428, n429, n430, n431, n432, n433, n434) =AVERAGE(o428, o429, o430, o431, o432, o433, o434) =AVERAGE(p428, p429, p430, p431, p432, p433, p434) =AVERAGE(q428, q429, q430, q431, q432, q433, q434) =AVERAGE(r428, r429, r430, r431, r432, r433, r434) =AVERAGE(s428, s429, s430, s431, s432, s433, s434) =AVERAGE(t428, t429, t430, t431, t432, t433, t434) =STDEV.P(a428, a429, a430, a431, a432, a433, a434) =STDEV.P(b428, b429, b430, b431, b432, b433, b434) =STDEV.P(c428, c429, c430, c431, c432, c433, c434) =STDEV.P(d428, d429, d430, d431, d432, d433, d434) =STDEV.P(e428, e429, e430, e431, e432, e433, e434) =STDEV.P(f428, f429, f430, f431, f432, f433, f434) =STDEV.P(g428, g429, g430, g431, g432, g433, g434) =STDEV.P(h428, h429, h430, h431, h432, h433, h434) =STDEV.P(i428, i429, i430, i431, i432, i433, i434) =STDEV.P(j428, j429, j430, j431, j432, j433, j434) =STDEV.P(k428, k429, k430, k431, k432, k433, k434) =STDEV.P(l428, l429, l430, l431, l432, l433, l434) =STDEV.P(m428, m429, m430, m431, m432, m433, m434) =STDEV.P(n428, n429, n430, n431, n432, n433, n434) =STDEV.P(o428, o429, o430, o431, o432, o433, o434) =STDEV.P(p428, p429, p430, p431, p432, p433, p434) =STDEV.P(q428, q429, q430, q431, q432, q433, q434) =STDEV.P(r428, r429, r430, r431, r432, r433, r434) =STDEV.P(s428, s429, s430, s431, s432, s433, s434) =STDEV.P(t428, t429, t430, t431, t432, t433, t434)
+=AVERAGE(a435, a436, a437, a438, a439, a440, a441) =AVERAGE(b435, b436, b437, b438, b439, b440, b441) =AVERAGE(c435, c436, c437, c438, c439, c440, c441) =AVERAGE(d435, d436, d437, d438, d439, d440, d441) =AVERAGE(e435, e436, e437, e438, e439, e440, e441) =AVERAGE(f435, f436, f437, f438, f439, f440, f441) =AVERAGE(g435, g436, g437, g438, g439, g440, g441) =AVERAGE(h435, h436, h437, h438, h439, h440, h441) =AVERAGE(i435, i436, i437, i438, i439, i440, i441) =AVERAGE(j435, j436, j437, j438, j439, j440, j441) =AVERAGE(k435, k436, k437, k438, k439, k440, k441) =AVERAGE(l435, l436, l437, l438, l439, l440, l441) =AVERAGE(m435, m436, m437, m438, m439, m440, m441) =AVERAGE(n435, n436, n437, n438, n439, n440, n441) =AVERAGE(o435, o436, o437, o438, o439, o440, o441) =AVERAGE(p435, p436, p437, p438, p439, p440, p441) =AVERAGE(q435, q436, q437, q438, q439, q440, q441) =AVERAGE(r435, r436, r437, r438, r439, r440, r441) =AVERAGE(s435, s436, s437, s438, s439, s440, s441) =AVERAGE(t435, t436, t437, t438, t439, t440, t441) =STDEV.P(a435, a436, a437, a438, a439, a440, a441) =STDEV.P(b435, b436, b437, b438, b439, b440, b441) =STDEV.P(c435, c436, c437, c438, c439, c440, c441) =STDEV.P(d435, d436, d437, d438, d439, d440, d441) =STDEV.P(e435, e436, e437, e438, e439, e440, e441) =STDEV.P(f435, f436, f437, f438, f439, f440, f441) =STDEV.P(g435, g436, g437, g438, g439, g440, g441) =STDEV.P(h435, h436, h437, h438, h439, h440, h441) =STDEV.P(i435, i436, i437, i438, i439, i440, i441) =STDEV.P(j435, j436, j437, j438, j439, j440, j441) =STDEV.P(k435, k436, k437, k438, k439, k440, k441) =STDEV.P(l435, l436, l437, l438, l439, l440, l441) =STDEV.P(m435, m436, m437, m438, m439, m440, m441) =STDEV.P(n435, n436, n437, n438, n439, n440, n441) =STDEV.P(o435, o436, o437, o438, o439, o440, o441) =STDEV.P(p435, p436, p437, p438, p439, p440, p441) =STDEV.P(q435, q436, q437, q438, q439, q440, q441) =STDEV.P(r435, r436, r437, r438, r439, r440, r441) =STDEV.P(s435, s436, s437, s438, s439, s440, s441) =STDEV.P(t435, t436, t437, t438, t439, t440, t441)
+=AVERAGE(a442, a443, a444, a445, a446, a447, a448) =AVERAGE(b442, b443, b444, b445, b446, b447, b448) =AVERAGE(c442, c443, c444, c445, c446, c447, c448) =AVERAGE(d442, d443, d444, d445, d446, d447, d448) =AVERAGE(e442, e443, e444, e445, e446, e447, e448) =AVERAGE(f442, f443, f444, f445, f446, f447, f448) =AVERAGE(g442, g443, g444, g445, g446, g447, g448) =AVERAGE(h442, h443, h444, h445, h446, h447, h448) =AVERAGE(i442, i443, i444, i445, i446, i447, i448) =AVERAGE(j442, j443, j444, j445, j446, j447, j448) =AVERAGE(k442, k443, k444, k445, k446, k447, k448) =AVERAGE(l442, l443, l444, l445, l446, l447, l448) =AVERAGE(m442, m443, m444, m445, m446, m447, m448) =AVERAGE(n442, n443, n444, n445, n446, n447, n448) =AVERAGE(o442, o443, o444, o445, o446, o447, o448) =AVERAGE(p442, p443, p444, p445, p446, p447, p448) =AVERAGE(q442, q443, q444, q445, q446, q447, q448) =AVERAGE(r442, r443, r444, r445, r446, r447, r448) =AVERAGE(s442, s443, s444, s445, s446, s447, s448) =AVERAGE(t442, t443, t444, t445, t446, t447, t448) =STDEV.P(a442, a443, a444, a445, a446, a447, a448) =STDEV.P(b442, b443, b444, b445, b446, b447, b448) =STDEV.P(c442, c443, c444, c445, c446, c447, c448) =STDEV.P(d442, d443, d444, d445, d446, d447, d448) =STDEV.P(e442, e443, e444, e445, e446, e447, e448) =STDEV.P(f442, f443, f444, f445, f446, f447, f448) =STDEV.P(g442, g443, g444, g445, g446, g447, g448) =STDEV.P(h442, h443, h444, h445, h446, h447, h448) =STDEV.P(i442, i443, i444, i445, i446, i447, i448) =STDEV.P(j442, j443, j444, j445, j446, j447, j448) =STDEV.P(k442, k443, k444, k445, k446, k447, k448) =STDEV.P(l442, l443, l444, l445, l446, l447, l448) =STDEV.P(m442, m443, m444, m445, m446, m447, m448) =STDEV.P(n442, n443, n444, n445, n446, n447, n448) =STDEV.P(o442, o443, o444, o445, o446, o447, o448) =STDEV.P(p442, p443, p444, p445, p446, p447, p448) =STDEV.P(q442, q443, q444, q445, q446, q447, q448) =STDEV.P(r442, r443, r444, r445, r446, r447, r448) =STDEV.P(s442, s443, s444, s445, s446, s447, s448) =STDEV.P(t442, t443, t444, t445, t446, t447, t448)
+=AVERAGE(a449, a450, a451, a452, a453, a454, a455) =AVERAGE(b449, b450, b451, b452, b453, b454, b455) =AVERAGE(c449, c450, c451, c452, c453, c454, c455) =AVERAGE(d449, d450, d451, d452, d453, d454, d455) =AVERAGE(e449, e450, e451, e452, e453, e454, e455) =AVERAGE(f449, f450, f451, f452, f453, f454, f455) =AVERAGE(g449, g450, g451, g452, g453, g454, g455) =AVERAGE(h449, h450, h451, h452, h453, h454, h455) =AVERAGE(i449, i450, i451, i452, i453, i454, i455) =AVERAGE(j449, j450, j451, j452, j453, j454, j455) =AVERAGE(k449, k450, k451, k452, k453, k454, k455) =AVERAGE(l449, l450, l451, l452, l453, l454, l455) =AVERAGE(m449, m450, m451, m452, m453, m454, m455) =AVERAGE(n449, n450, n451, n452, n453, n454, n455) =AVERAGE(o449, o450, o451, o452, o453, o454, o455) =AVERAGE(p449, p450, p451, p452, p453, p454, p455) =AVERAGE(q449, q450, q451, q452, q453, q454, q455) =AVERAGE(r449, r450, r451, r452, r453, r454, r455) =AVERAGE(s449, s450, s451, s452, s453, s454, s455) =AVERAGE(t449, t450, t451, t452, t453, t454, t455) =STDEV.P(a449, a450, a451, a452, a453, a454, a455) =STDEV.P(b449, b450, b451, b452, b453, b454, b455) =STDEV.P(c449, c450, c451, c452, c453, c454, c455) =STDEV.P(d449, d450, d451, d452, d453, d454, d455) =STDEV.P(e449, e450, e451, e452, e453, e454, e455) =STDEV.P(f449, f450, f451, f452, f453, f454, f455) =STDEV.P(g449, g450, g451, g452, g453, g454, g455) =STDEV.P(h449, h450, h451, h452, h453, h454, h455) =STDEV.P(i449, i450, i451, i452, i453, i454, i455) =STDEV.P(j449, j450, j451, j452, j453, j454, j455) =STDEV.P(k449, k450, k451, k452, k453, k454, k455) =STDEV.P(l449, l450, l451, l452, l453, l454, l455) =STDEV.P(m449, m450, m451, m452, m453, m454, m455) =STDEV.P(n449, n450, n451, n452, n453, n454, n455) =STDEV.P(o449, o450, o451, o452, o453, o454, o455) =STDEV.P(p449, p450, p451, p452, p453, p454, p455) =STDEV.P(q449, q450, q451, q452, q453, q454, q455) =STDEV.P(r449, r450, r451, r452, r453, r454, r455) =STDEV.P(s449, s450, s451, s452, s453, s454, s455) =STDEV.P(t449, t450, t451, t452, t453, t454, t455)
+=AVERAGE(a456, a457, a458, a459, a460, a461, a462) =AVERAGE(b456, b457, b458, b459, b460, b461, b462) =AVERAGE(c456, c457, c458, c459, c460, c461, c462) =AVERAGE(d456, d457, d458, d459, d460, d461, d462) =AVERAGE(e456, e457, e458, e459, e460, e461, e462) =AVERAGE(f456, f457, f458, f459, f460, f461, f462) =AVERAGE(g456, g457, g458, g459, g460, g461, g462) =AVERAGE(h456, h457, h458, h459, h460, h461, h462) =AVERAGE(i456, i457, i458, i459, i460, i461, i462) =AVERAGE(j456, j457, j458, j459, j460, j461, j462) =AVERAGE(k456, k457, k458, k459, k460, k461, k462) =AVERAGE(l456, l457, l458, l459, l460, l461, l462) =AVERAGE(m456, m457, m458, m459, m460, m461, m462) =AVERAGE(n456, n457, n458, n459, n460, n461, n462) =AVERAGE(o456, o457, o458, o459, o460, o461, o462) =AVERAGE(p456, p457, p458, p459, p460, p461, p462) =AVERAGE(q456, q457, q458, q459, q460, q461, q462) =AVERAGE(r456, r457, r458, r459, r460, r461, r462) =AVERAGE(s456, s457, s458, s459, s460, s461, s462) =AVERAGE(t456, t457, t458, t459, t460, t461, t462) =STDEV.P(a456, a457, a458, a459, a460, a461, a462) =STDEV.P(b456, b457, b458, b459, b460, b461, b462) =STDEV.P(c456, c457, c458, c459, c460, c461, c462) =STDEV.P(d456, d457, d458, d459, d460, d461, d462) =STDEV.P(e456, e457, e458, e459, e460, e461, e462) =STDEV.P(f456, f457, f458, f459, f460, f461, f462) =STDEV.P(g456, g457, g458, g459, g460, g461, g462) =STDEV.P(h456, h457, h458, h459, h460, h461, h462) =STDEV.P(i456, i457, i458, i459, i460, i461, i462) =STDEV.P(j456, j457, j458, j459, j460, j461, j462) =STDEV.P(k456, k457, k458, k459, k460, k461, k462) =STDEV.P(l456, l457, l458, l459, l460, l461, l462) =STDEV.P(m456, m457, m458, m459, m460, m461, m462) =STDEV.P(n456, n457, n458, n459, n460, n461, n462) =STDEV.P(o456, o457, o458, o459, o460, o461, o462) =STDEV.P(p456, p457, p458, p459, p460, p461, p462) =STDEV.P(q456, q457, q458, q459, q460, q461, q462) =STDEV.P(r456, r457, r458, r459, r460, r461, r462) =STDEV.P(s456, s457, s458, s459, s460, s461, s462) =STDEV.P(t456, t457, t458, t459, t460, t461, t462)
+=AVERAGE(a463, a464, a465, a466, a467, a468, a469) =AVERAGE(b463, b464, b465, b466, b467, b468, b469) =AVERAGE(c463, c464, c465, c466, c467, c468, c469) =AVERAGE(d463, d464, d465, d466, d467, d468, d469) =AVERAGE(e463, e464, e465, e466, e467, e468, e469) =AVERAGE(f463, f464, f465, f466, f467, f468, f469) =AVERAGE(g463, g464, g465, g466, g467, g468, g469) =AVERAGE(h463, h464, h465, h466, h467, h468, h469) =AVERAGE(i463, i464, i465, i466, i467, i468, i469) =AVERAGE(j463, j464, j465, j466, j467, j468, j469) =AVERAGE(k463, k464, k465, k466, k467, k468, k469) =AVERAGE(l463, l464, l465, l466, l467, l468, l469) =AVERAGE(m463, m464, m465, m466, m467, m468, m469) =AVERAGE(n463, n464, n465, n466, n467, n468, n469) =AVERAGE(o463, o464, o465, o466, o467, o468, o469) =AVERAGE(p463, p464, p465, p466, p467, p468, p469) =AVERAGE(q463, q464, q465, q466, q467, q468, q469) =AVERAGE(r463, r464, r465, r466, r467, r468, r469) =AVERAGE(s463, s464, s465, s466, s467, s468, s469) =AVERAGE(t463, t464, t465, t466, t467, t468, t469) =STDEV.P(a463, a464, a465, a466, a467, a468, a469) =STDEV.P(b463, b464, b465, b466, b467, b468, b469) =STDEV.P(c463, c464, c465, c466, c467, c468, c469) =STDEV.P(d463, d464, d465, d466, d467, d468, d469) =STDEV.P(e463, e464, e465, e466, e467, e468, e469) =STDEV.P(f463, f464, f465, f466, f467, f468, f469) =STDEV.P(g463, g464, g465, g466, g467, g468, g469) =STDEV.P(h463, h464, h465, h466, h467, h468, h469) =STDEV.P(i463, i464, i465, i466, i467, i468, i469) =STDEV.P(j463, j464, j465, j466, j467, j468, j469) =STDEV.P(k463, k464, k465, k466, k467, k468, k469) =STDEV.P(l463, l464, l465, l466, l467, l468, l469) =STDEV.P(m463, m464, m465, m466, m467, m468, m469) =STDEV.P(n463, n464, n465, n466, n467, n468, n469) =STDEV.P(o463, o464, o465, o466, o467, o468, o469) =STDEV.P(p463, p464, p465, p466, p467, p468, p469) =STDEV.P(q463, q464, q465, q466, q467, q468, q469) =STDEV.P(r463, r464, r465, r466, r467, r468, r469) =STDEV.P(s463, s464, s465, s466, s467, s468, s469) =STDEV.P(t463, t464, t465, t466, t467, t468, t469)
+=AVERAGE(a470, a471, a472, a473, a474, a475, a476) =AVERAGE(b470, b471, b472, b473, b474, b475, b476) =AVERAGE(c470, c471, c472, c473, c474, c475, c476) =AVERAGE(d470, d471, d472, d473, d474, d475, d476) =AVERAGE(e470, e471, e472, e473, e474, e475, e476) =AVERAGE(f470, f471, f472, f473, f474, f475, f476) =AVERAGE(g470, g471, g472, g473, g474, g475, g476) =AVERAGE(h470, h471, h472, h473, h474, h475, h476) =AVERAGE(i470, i471, i472, i473, i474, i475, i476) =AVERAGE(j470, j471, j472, j473, j474, j475, j476) =AVERAGE(k470, k471, k472, k473, k474, k475, k476) =AVERAGE(l470, l471, l472, l473, l474, l475, l476) =AVERAGE(m470, m471, m472, m473, m474, m475, m476) =AVERAGE(n470, n471, n472, n473, n474, n475, n476) =AVERAGE(o470, o471, o472, o473, o474, o475, o476) =AVERAGE(p470, p471, p472, p473, p474, p475, p476) =AVERAGE(q470, q471, q472, q473, q474, q475, q476) =AVERAGE(r470, r471, r472, r473, r474, r475, r476) =AVERAGE(s470, s471, s472, s473, s474, s475, s476) =AVERAGE(t470, t471, t472, t473, t474, t475, t476) =STDEV.P(a470, a471, a472, a473, a474, a475, a476) =STDEV.P(b470, b471, b472, b473, b474, b475, b476) =STDEV.P(c470, c471, c472, c473, c474, c475, c476) =STDEV.P(d470, d471, d472, d473, d474, d475, d476) =STDEV.P(e470, e471, e472, e473, e474, e475, e476) =STDEV.P(f470, f471, f472, f473, f474, f475, f476) =STDEV.P(g470, g471, g472, g473, g474, g475, g476) =STDEV.P(h470, h471, h472, h473, h474, h475, h476) =STDEV.P(i470, i471, i472, i473, i474, i475, i476) =STDEV.P(j470, j471, j472, j473, j474, j475, j476) =STDEV.P(k470, k471, k472, k473, k474, k475, k476) =STDEV.P(l470, l471, l472, l473, l474, l475, l476) =STDEV.P(m470, m471, m472, m473, m474, m475, m476) =STDEV.P(n470, n471, n472, n473, n474, n475, n476) =STDEV.P(o470, o471, o472, o473, o474, o475, o476) =STDEV.P(p470, p471, p472, p473, p474, p475, p476) =STDEV.P(q470, q471, q472, q473, q474, q475, q476) =STDEV.P(r470, r471, r472, r473, r474, r475, r476) =STDEV.P(s470, s471, s472, s473, s474, s475, s476) =STDEV.P(t470, t471, t472, t473, t474, t475, t476)
+=AVERAGE(a477, a478, a479, a480, a481, a482, a483) =AVERAGE(b477, b478, b479, b480, b481, b482, b483) =AVERAGE(c477, c478, c479, c480, c481, c482, c483) =AVERAGE(d477, d478, d479, d480, d481, d482, d483) =AVERAGE(e477, e478, e479, e480, e481, e482, e483) =AVERAGE(f477, f478, f479, f480, f481, f482, f483) =AVERAGE(g477, g478, g479, g480, g481, g482, g483) =AVERAGE(h477, h478, h479, h480, h481, h482, h483) =AVERAGE(i477, i478, i479, i480, i481, i482, i483) =AVERAGE(j477, j478, j479, j480, j481, j482, j483) =AVERAGE(k477, k478, k479, k480, k481, k482, k483) =AVERAGE(l477, l478, l479, l480, l481, l482, l483) =AVERAGE(m477, m478, m479, m480, m481, m482, m483) =AVERAGE(n477, n478, n479, n480, n481, n482, n483) =AVERAGE(o477, o478, o479, o480, o481, o482, o483) =AVERAGE(p477, p478, p479, p480, p481, p482, p483) =AVERAGE(q477, q478, q479, q480, q481, q482, q483) =AVERAGE(r477, r478, r479, r480, r481, r482, r483) =AVERAGE(s477, s478, s479, s480, s481, s482, s483) =AVERAGE(t477, t478, t479, t480, t481, t482, t483) =STDEV.P(a477, a478, a479, a480, a481, a482, a483) =STDEV.P(b477, b478, b479, b480, b481, b482, b483) =STDEV.P(c477, c478, c479, c480, c481, c482, c483) =STDEV.P(d477, d478, d479, d480, d481, d482, d483) =STDEV.P(e477, e478, e479, e480, e481, e482, e483) =STDEV.P(f477, f478, f479, f480, f481, f482, f483) =STDEV.P(g477, g478, g479, g480, g481, g482, g483) =STDEV.P(h477, h478, h479, h480, h481, h482, h483) =STDEV.P(i477, i478, i479, i480, i481, i482, i483) =STDEV.P(j477, j478, j479, j480, j481, j482, j483) =STDEV.P(k477, k478, k479, k480, k481, k482, k483) =STDEV.P(l477, l478, l479, l480, l481, l482, l483) =STDEV.P(m477, m478, m479, m480, m481, m482, m483) =STDEV.P(n477, n478, n479, n480, n481, n482, n483) =STDEV.P(o477, o478, o479, o480, o481, o482, o483) =STDEV.P(p477, p478, p479, p480, p481, p482, p483) =STDEV.P(q477, q478, q479, q480, q481, q482, q483) =STDEV.P(r477, r478, r479, r480, r481, r482, r483) =STDEV.P(s477, s478, s479, s480, s481, s482, s483) =STDEV.P(t477, t478, t479, t480, t481, t482, t483)
+
+0 0 0 0.0001 0 12.884 3.667 10 3 23 6 0 0.0001 0 12.884 3.667 10 3 23 6
+0 0 0 0.0001 0 12.83 3.65 6 2 29 6 0 0.0001 0 12.83 3.65 6 2 29 6
+0 0 0 0.0001 0 12.793 3.641 23 5 19 5 0 0.0001 0 12.793 3.641 23 5 19 5
+0 0 0 0.0001 0 12.946 3.632 7 3 37 6 0 0.0001 0 12.946 3.632 7 3 37 6
+0 0 0 0.0002 0 13.031 3.674 47 6 34 6 0 0.0002 0 13.031 3.674 47 6 34 6
+0 0 0 0.0002 0 13.263 3.693 7 2 27 5 0 0.0002 0 13.263 3.693 7 2 27 5
+0 0 0 0.0002 0 13.048 3.657 37 6 23 6 0 0.0002 0 13.048 3.657 37 6 23 6
+0 0 0 0.0001 0 13.076 3.671 14 4 6 5 0 0.0001 0 13.076 3.671 14 4 6 5
+0 0 0 0.0001 0 12.836 3.691 43 6 8 5 0 0.0001 0 12.836 3.691 43 6 8 5
+0 0 0 0.0001 0 13.33 3.703 16 4 17 6 0 0.0001 0 13.33 3.703 16 4 17 6
+1 0 0 0.0001 0 12.557 3.922 5 2 5 3 0 0.0001 0 12.72 3.794 5 2 23 6
+1 0 0 0.0001 0 11.998 3.802 15 3 22 5 0 0.0001 0 12.414 3.726 15 3 29 6
+1 0 0 0.0001 0 11.983 3.851 40 9 8 4 0 0.0001 0 12.388 3.746 23 5 19 5
+1 0 0 0.0001 0 12.316 3.841 7 5 8 4 0 0.0001 0 12.631 3.737 7 3 37 6
+1 0 0 0.0002 0 12.46 3.889 47 6 17 9 0 0.0002 0 12.746 3.782 47 6 17 9
+1 0 0 0.0001 0 12.761 3.894 23 5 5 3 0 0.0002 0 13.012 3.794 7 2 27 5
+1 0 0 0.0001 0 12.741 3.914 38 6 14 8 0 0.0002 0 12.894 3.785 37 6 23 6
+1 0 0 0.0001 0 12.218 3.836 12 4 6 4 0 0.0001 0 12.647 3.753 12 4 6 4
+1 0 0 0.0001 0 11.805 3.811 17 5 4 2 0 0.0001 0 12.32 3.751 43 6 8 5
+1 0 0 0.0001 0 12.834 3.908 20 4 10 6 0 0.0001 0 13.082 3.805 20 4 17 6
+2 0 0 0.0001 0 12.648 4.102 11 3 49 7 0 0.0001 0 12.696 3.897 11 3 23 6
+2 0 0 0.0002 0 12.003 3.953 53 7 31 8 0 0.0002 0 12.277 3.802 53 7 29 6
+2 0 0 0.0001 0 12.018 4.016 6 3 37 7 0 0.0001 0 12.264 3.836 23 5 19 5
+2 0 0 0.0001 0 12.276 3.985 10 3 33 8 0 0.0001 0 12.513 3.819 7 3 37 6
+2 0 0 0.0002 0 12.453 4.034 43 6 5 3 0 0.0002 0 12.648 3.866 43 6 17 9
+2 0 0 0.0001 0 12.733 4.093 18 4 13 5 0 0.0002 0 12.919 3.893 7 2 27 5
+2 0 0 0.0001 0 12.995 4.141 35 6 11 5 0 0.0002 0 12.928 3.904 37 6 23 6
+2 0 0 0.0001 0 12.196 3.998 21 6 15 5 0 0.0001 0 12.497 3.835 12 4 6 4
+2 0 0 0.0001 0 11.614 3.955 19 5 9 5 0 0.0001 0 12.085 3.819 43 6 8 5
+2 0 0 0.0001 0 12.691 4.082 20 6 4 3 0 0.0001 0 12.952 3.898 20 4 17 6
+3 0 0 0.0001 0 12.777 4.237 12 3 9 6 0 0.0001 0 12.716 3.982 12 3 23 6
+3 0 0 0.0002 0 12.138 4.064 43 10 7 3 0 0.0002 0 12.242 3.867 43 10 29 6
+3 0 0 0.0001 0 12.22 4.137 10 4 16 8 0 0.0001 0 12.253 3.911 23 5 19 5
+3 0 0 0.0001 0 12.127 4.095 9 5 8 5 0 0.0001 0 12.416 3.888 7 3 37 6
+3 0 0 0.0002 0 12.54 4.123 37 6 10 5 0 0.0002 0 12.621 3.93 37 6 17 9
+3 0 0 0.0001 0 12.723 4.209 18 4 13 4 0 0.0002 0 12.87 3.972 7 2 27 5
+3 0 0 0.0001 0 13.196 4.259 42 11 11 5 0 0.0002 0 12.995 3.993 37 6 23 6
+3 0 0 0.0001 0 11.824 4.054 19 6 14 6 0 0.0001 0 12.328 3.89 19 6 6 4
+3 0 0 0.0001 0 11.766 4.065 13 4 6 4 0 0.0001 0 12.005 3.881 13 4 8 5
+3 0 0 0.0002 0 12.667 4.231 7 3 29 8 0 0.0002 0 12.881 3.981 7 3 17 6
+4 0 0 0.0001 0 12.552 4.301 11 3 18 5 0 0.0001 0 12.683 4.046 11 3 23 6
+4 0 0 0.0002 0 12.503 4.228 52 9 16 5 0 0.0002 0 12.294 3.939 52 9 29 6
+4 0 0 0.0001 0 12.343 4.293 8 4 13 6 0 0.0001 0 12.271 3.987 23 5 19 5
+4 0 0 0.0001 0 12.163 4.167 17 5 5 4 0 0.0001 0 12.366 3.944 7 3 37 6
+4 0 0 0.0002 0 13.461 4.345 35 6 39 7 0 0.0002 0 12.789 4.013 35 6 17 9
+4 0 0 0.0002 0 12.614 4.285 30 6 13 6 0 0.0002 0 12.819 4.035 30 6 27 5
+4 0 0 0.0004 0 13.385 4.399 16 5 14 4 0 0.0004 0 13.073 4.074 16 5 23 6
+4 0 0 0.0001 0 11.747 4.135 13 4 10 5 0 0.0001 0 12.212 3.939 19 6 6 4
+4 0 0 0.0001 0 12.081 4.21 22 7 9 5 0 0.0001 0 12.02 3.947 13 4 8 5
+4 0 0 0.0005 0 12.552 4.301 9 3 42 11 0 0.0005 0 12.815 4.045 9 3 17 6
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+27 0 0.0009 0.0028 0 60.405 11.975 22 5 79 14 0.0003 0.0028 0 30.378 7.83 22 5 17 6
+28 0 0.008 0.0201 0 86.401 13.452 137 16 148 16 0.0028 0.0201 0 50.579 9.693 123 16 29 6
+28 0 0.0341 0.2718 0 43.211 12.037 79 16 65 16 0.0051 0.2718 0 28.828 7.957 79 16 12 4
+28 0 0 0.0002 0 26.723 7.821 32 8 39 11 0 0.0002 0 15.543 5.259 32 8 37 6
+28 0 0.0004 0.0013 0 105.748 14.224 91 15 76 8 0.0002 0.0013 0 58.245 10.039 124 13 17 9
+28 0 0.0003 0.0005 0 68.186 11.802 47 8 97 12 0.0001 0.0005 0 31.537 7.484 37 10 27 5
+28 0 0.003 0.0079 0 79.796 13.662 43 10 76 16 0.0013 0.0079 0 43.434 9.144 43 10 23 6
+28 0 0.0001 0.0003 0 65.282 11.799 39 14 112 13 0.0001 0.0003 0 36.876 7.65 37 6 6 4
+28 0 0.0016 1 0 40.2 11.239 19 5 30 8 0.0003 1 0 20.532 6.517 19 5 8 5
+28 0 0.001 0.0029 0 62.524 12.184 26 8 85 12 0.0003 0.0029 0 31.487 7.98 26 8 17 6
+29 0 0.0081 0.0201 0 89.376 13.654 129 16 68 13 0.003 0.0201 0 51.872 9.825 123 16 29 6
+29 0 0.0369 0.2756 0 45.152 12.318 80 16 27 7 0.0062 0.2756 0 29.372 8.102 80 16 12 4
+29 0 0 0.0002 0 28.36 8.184 69 14 67 14 0 0.0002 0 15.971 5.356 32 8 37 6
+29 0 0.0004 0.0015 0 107.754 14.23 149 17 119 15 0.0002 0.0015 0 59.895 10.178 149 17 17 9
+29 0 0.0003 0.0005 0 72.029 12.034 89 17 48 7 0.0001 0.0005 0 32.886 7.636 37 10 27 5
+29 0 0.0031 0.0074 0 81.755 13.769 34 11 136 17 0.0013 0.0079 0 44.711 9.298 43 10 23 6
+29 0 0.0001 0.0003 0 65.908 11.9 142 17 87 12 0.0001 0.0003 0 37.844 7.792 142 17 6 4
+29 0 0.001 0.0026 0 64.275 12.347 102 16 51 13 0.0004 0.0029 0 32.58 8.126 26 8 17 6
+30 0 0.0082 0.0201 0 92.058 13.843 138 17 124 16 0.0032 0.0201 0 53.168 9.955 123 16 29 6
+30 0 0.0396 0.2852 0 47.063 12.572 43 10 81 17 0.0072 0.2852 0 29.943 8.246 43 10 12 4
+30 0 0 0.0002 0 30.039 8.451 46 11 71 14 0 0.0002 0 16.424 5.456 32 8 37 6
+30 0 0.0004 0.0016 0 110.963 14.32 148 16 141 16 0.0002 0.0016 0 61.543 10.312 148 16 17 9
+30 0 0.0003 0.0005 0 74.847 12.202 90 17 8 4 0.0001 0.0005 0 34.24 7.783 37 10 27 5
+30 0 0.0031 0.0086 0 84.626 13.918 61 10 77 15 0.0014 0.0086 0 45.999 9.447 61 10 23 6
+30 0 0.0001 0.0003 0 67.073 12.085 39 14 79 13 0.0001 0.0003 0 38.786 7.93 142 17 6 4
+30 0 0.001 0.0026 0 65.49 12.411 105 16 58 10 0.0004 0.0029 0 33.641 8.264 26 8 17 6
+31 0 0.0085 0.0201 0 94.78 14.021 159 17 136 17 0.0033 0.0201 0 54.468 10.082 123 16 29 6
+31 0 0.0475 0.5455 0 49.578 12.816 70 13 67 17 0.0085 0.5455 0 30.556 8.389 70 13 12 4
+31 0 0 0.0002 0 31.847 8.772 28 6 43 10 0 0.0002 0 16.906 5.56 32 8 37 6
+31 0 0.0004 0.0015 0 115.863 14.516 149 17 151 16 0.0002 0.0016 0 63.24 10.443 148 16 17 9
+31 0 0.0003 0.0005 0 77.741 12.345 55 10 85 13 0.0002 0.0005 0 35.599 7.926 37 10 27 5
+31 0 0.0032 0.0078 0 86.624 13.976 65 11 72 17 0.0014 0.0086 0 47.268 9.588 61 10 23 6
+31 0 0.0001 0.0003 0 69.743 12.378 37 14 116 14 0.0001 0.0003 0 39.754 8.069 142 17 6 4
+31 0 0.0011 0.0027 0 67.101 12.563 104 16 74 15 0.0004 0.0029 0 34.687 8.398 26 8 17 6
+32 0 0.0087 0.0202 0 96.317 14.061 109 16 99 15 0.0035 0.0202 0 55.737 10.202 109 16 29 6
+32 0 0.0643 0.6069 0 53.262 13.181 72 13 22 7 0.0102 0.6069 0 31.244 8.534 72 13 12 4
+32 0 0 0.0002 0 33.732 9.049 35 6 22 9 0 0.0002 0 17.416 5.666 32 8 37 6
+32 0 0.0005 0.0017 0 119.009 14.597 150 17 86 14 0.0002 0.0017 0 64.93 10.569 150 17 17 9
+32 0 0.0003 0.0005 0 80.101 12.406 86 9 89 14 0.0002 0.0005 0 36.948 8.062 37 10 27 5
+32 0 0.0032 0.0072 0 88.283 14.185 64 12 69 16 0.0015 0.0086 0 48.511 9.728 61 10 23 6
+32 0 0.0001 0.0003 0 72.065 12.568 63 13 60 12 0.0001 0.0003 0 40.733 8.206 63 13 6 4
+32 0 0.0011 0.0028 0 69.334 12.751 113 16 28 8 0.0004 0.0029 0 35.737 8.53 26 8 17 6
+33 0 0.0089 0.0202 0 98.321 14.138 109 16 138 16 0.0036 0.0202 0 56.989 10.318 109 16 29 6
+33 0 0.0001 0.0002 0 36.234 9.365 31 10 47 12 0 0.0002 0 17.97 5.774 32 8 37 6
+33 0 0.0005 0.0017 0 122.479 14.686 92 12 135 17 0.0002 0.0017 0 66.623 10.69 92 12 17 9
+33 0 0.0003 0.0005 0 84.052 12.608 60 14 69 14 0.0002 0.0005 0 38.333 8.195 37 10 27 5
+33 0 0.0033 0.0075 0 89.491 14.181 71 11 12 4 0.0015 0.0086 0 49.717 9.859 61 10 23 6
+33 0 0.0001 0.0003 0 74.392 12.89 63 13 63 13 0.0001 0.0003 0 41.723 8.343 63 13 6 4
+33 0 0.0011 0.0028 0 70.54 12.777 54 10 71 10 0.0004 0.0029 0 36.76 8.655 26 8 17 6
+34 0 0.009 0.0202 0 100.611 14.27 106 16 166 15 0.0038 0.0202 0 58.235 10.431 109 16 29 6
+34 0 0.0001 0.0002 0 38.52 9.671 87 14 11 4 0 0.0002 0 18.557 5.886 32 8 37 6
+34 0 0.0005 0.0015 0 125.656 14.818 160 17 173 17 0.0002 0.0017 0 68.309 10.808 92 12 17 9
+34 0 0.0003 0.0005 0 86.034 12.714 95 14 124 16 0.0002 0.0005 0 39.696 8.324 37 10 27 5
+34 0 0.0033 0.0076 0 90.27 14.151 73 11 17 8 0.0016 0.0086 0 50.875 9.981 61 10 23 6
+34 0 0.0002 0.0003 0 77.753 13.188 64 13 92 13 0.0001 0.0003 0 42.752 8.482 63 13 6 4
+34 0 0.0011 0.0028 0 72.097 12.874 54 10 135 16 0.0005 0.0029 0 37.77 8.776 26 8 17 6
+35 0 0.0092 0.0202 0 101.731 14.331 108 16 194 16 0.004 0.0202 0 59.444 10.539 109 16 29 6
+35 0 0.0001 0.0002 0 42.157 10.115 37 9 70 16 0 0.0002 0 19.212 6.003 37 9 37 6
+35 0 0.0005 0.0015 0 129.636 14.944 158 17 124 17 0.0002 0.0017 0 70.013 10.923 92 12 17 9
+35 0 0.0003 0.0005 0 88.586 12.821 69 14 41 7 0.0002 0.0005 0 41.054 8.449 37 10 27 5
+35 0 0.0034 0.0076 0 91.965 14.303 84 15 97 15 0.0016 0.0086 0 52.017 10.101 61 10 23 6
+35 0 0.0002 0.0003 0 80.338 13.375 64 13 46 16 0.0001 0.0003 0 43.796 8.618 63 13 6 4
+35 0 0.0011 0.0028 0 72.25 12.865 27 5 51 12 0.0005 0.0029 0 38.728 8.889 26 8 17 6
+36 0 0.0092 0.0202 0 102.559 14.429 108 16 104 16 0.0041 0.0202 0 60.609 10.644 109 16 29 6
+36 0 0.0001 0.0002 0 46.076 10.597 47 10 41 11 0 0.0002 0 19.938 6.127 47 10 37 6
+36 0 0.0006 0.0015 0 132.743 15.093 157 17 164 17 0.0002 0.0017 0 71.708 11.036 92 12 17 9
+36 0 0.0003 0.0005 0 91.293 12.954 74 16 155 16 0.0002 0.0005 0 42.412 8.571 74 16 27 5
+36 0 0.0035 0.008 0 92.835 14.317 115 16 136 16 0.0017 0.0086 0 53.12 10.215 61 10 23 6
+36 0 0.0002 0.0003 0 84.226 13.67 87 15 165 17 0.0001 0.0003 0 44.889 8.754 63 13 6 4
+36 0 0.0012 0.0032 0 73.351 12.94 108 17 48 8 0.0005 0.0032 0 39.663 8.999 108 17 17 6
+37 0 0.0093 0.0199 0 103.314 14.378 90 16 79 15 0.0042 0.0202 0 61.733 10.743 109 16 29 6
+37 0 0.0001 0.0003 0 49.736 11.009 56 12 53 13 0 0.0003 0 20.723 6.256 56 12 37 6
+37 0 0.0006 0.0016 0 134.242 15.101 100 13 129 17 0.0002 0.0017 0 73.354 11.143 92 12 17 9
+37 0 0.0003 0.0005 0 93.639 13.076 76 16 88 16 0.0002 0.0005 0 43.76 8.69 74 16 27 5
+37 0 0.0035 0.0078 0 93.15 14.345 116 16 108 17 0.0017 0.0086 0 54.173 10.324 61 10 23 6
+37 0 0.0002 0.0003 0 87.446 13.802 71 15 42 12 0.0001 0.0003 0 46.009 8.887 63 13 6 4
+37 0 0.0013 0.0029 0 74.706 12.943 109 17 79 11 0.0005 0.0032 0 40.586 9.103 108 17 17 6
+38 0 0.0096 0.0174 0 105.436 14.506 97 13 81 16 0.0044 0.0202 0 62.853 10.839 109 16 29 6
+38 0 0.0001 0.0003 0 53.08 11.284 50 12 98 14 0 0.0003 0 21.552 6.385 56 12 37 6
+38 0 0.0006 0.0015 0 136.367 15.127 109 13 144 16 0.0003 0.0017 0 74.97 11.245 92 12 17 9
+38 0 0.0003 0.0005 0 95.217 13.059 111 16 132 17 0.0002 0.0005 0 45.08 8.802 74 16 27 5
+38 0 0.0035 0.0081 0 93.553 14.317 126 16 97 15 0.0018 0.0086 0 55.183 10.426 61 10 23 6
+38 0 0.0002 0.0003 0 92.175 14.075 112 16 127 17 0.0001 0.0003 0 47.193 9.02 112 16 6 4
+38 0 0.0013 0.0033 0 75.048 12.916 118 17 92 16 0.0005 0.0033 0 41.469 9.2 118 17 17 6
+39 0 0.0097 0.0221 0 107.198 14.527 83 17 96 17 0.0045 0.0221 0 63.962 10.931 83 17 29 6
+39 0 0.0001 0.0003 0 54.641 11.355 57 13 82 16 0 0.0003 0 22.38 6.509 56 12 37 6
+39 0 0.0006 0.0015 0 137.999 15.113 104 12 168 14 0.0003 0.0017 0 76.545 11.342 92 12 17 9
+39 0 0.0003 0.0005 0 97.999 13.236 69 11 95 13 0.0002 0.0005 0 46.403 8.913 74 16 27 5
+39 0 0.0036 0.0081 0 95.565 14.477 128 16 90 16 0.0018 0.0086 0 56.193 10.528 61 10 23 6
+39 0 0.0002 0.0003 0 95.763 14.199 91 16 94 14 0.0001 0.0003 0 48.407 9.15 91 16 6 4
+39 0 0.0013 0.0031 0 76.649 13.002 41 7 56 11 0.0006 0.0033 0 42.349 9.296 118 17 17 6
+40 0 0.0098 0.0221 0 109.305 14.62 90 17 125 17 0.0046 0.0221 0 65.068 11.021 83 17 29 6
+40 0 0.0001 0.0004 0 56.734 11.461 90 16 16 6 0 0.0004 0 23.217 6.63 90 16 37 6
+40 0 0.0006 0.0015 0 140.34 15.15 142 15 150 15 0.0003 0.0017 0 78.101 11.435 92 12 17 9
+40 0 0.0003 0.0005 0 100.375 13.371 40 7 81 15 0.0002 0.0005 0 47.719 9.021 40 7 27 5
+40 0 0.0036 0.0093 0 95.043 14.354 139 16 124 16 0.0019 0.0093 0 57.14 10.621 139 16 23 6
+40 0 0.0002 0.0003 0 99.241 14.335 116 16 96 14 0.0001 0.0003 0 49.647 9.276 116 16 6 4
+40 0 0.0014 0.0032 0 78.492 13.107 112 17 95 13 0.0006 0.0033 0 43.23 9.388 118 17 17 6
+41 0 0.0098 0.0183 0 111.581 14.734 163 16 134 16 0.0048 0.0221 0 66.175 11.11 83 17 29 6
+41 0 0.0001 0.0004 0 59.675 11.726 88 16 112 17 0 0.0004 0 24.085 6.751 90 16 37 6
+41 0 0.0006 0.0018 0 142.575 15.201 145 15 114 15 0.0003 0.0018 0 79.636 11.524 145 15 17 9
+41 0 0.0003 0.0005 0 103.959 13.473 69 11 66 10 0.0002 0.0005 0 49.058 9.127 40 7 27 5
+41 0 0.0036 0.008 0 97.268 14.454 47 9 112 16 0.0019 0.0093 0 58.096 10.712 139 16 23 6
+41 0 0.0002 0.0003 0 102.151 14.41 86 14 100 14 0.0001 0.0003 0 50.897 9.398 116 16 6 4
+41 0 0.0014 0.0032 0 80.436 13.155 112 17 80 13 0.0006 0.0033 0 44.116 9.478 118 17 17 6
+42 0 0.0098 0.0174 0 112.471 14.69 101 14 180 16 0.0049 0.0221 0 67.252 11.193 83 17 29 6
+42 0 0.0001 0.0004 0 62.32 12.05 86 16 34 12 0 0.0004 0 24.975 6.874 86 16 37 6
+42 0 0.0006 0.0018 0 144.961 15.276 136 15 129 14 0.0003 0.0018 0 81.156 11.611 145 15 17 9
+42 0 0.0003 0.0005 0 106.15 13.551 63 11 110 12 0.0002 0.0005 0 50.386 9.23 40 7 27 5
+42 0 0.0037 0.008 0 98.495 14.553 115 16 85 16 0.002 0.0093 0 59.035 10.802 139 16 23 6
+42 0 0.0002 0.0003 0 105.258 14.466 75 14 112 16 0.0001 0.0003 0 52.161 9.516 116 16 6 4
+42 0 0.0014 0.0032 0 82.216 13.29 86 17 72 17 0.0006 0.0033 0 45.002 9.567 118 17 17 6
+43 0 0.0098 0.017 0 113.67 14.754 103 15 87 13 0.005 0.0221 0 68.307 11.274 83 17 29 6
+43 0 0.0001 0.0004 0 64.394 12.161 44 11 60 12 0 0.0004 0 25.871 6.995 44 11 37 6
+43 0 0.0007 0.0017 0 146.635 15.302 136 15 127 16 0.0003 0.0018 0 82.644 11.695 145 15 17 9
+43 0 0.0003 0.0005 0 109.266 13.725 97 16 144 16 0.0002 0.0005 0 51.724 9.332 40 7 27 5
+43 0 0.0038 0.0087 0 99.097 14.567 50 9 93 16 0.002 0.0093 0 59.946 10.887 139 16 23 6
+43 0 0.0002 0.0003 0 107.169 14.536 127 14 125 14 0.0001 0.0003 0 53.411 9.63 116 16 6 4
+43 0 0.0015 0.003 0 82.769 13.29 35 7 74 11 0.0006 0.0033 0 45.861 9.651 118 17 17 6
+44 0 0.01 0.0182 0 115.794 14.8 124 16 81 17 0.0051 0.0221 0 69.362 11.352 83 17 29 6
+44 0 0.0001 0.0004 0 66.645 12.305 26 7 53 15 0 0.0004 0 26.777 7.113 26 7 37 6
+44 0 0.0007 0.0017 0 148.561 15.356 136 15 136 16 0.0003 0.0018 0 84.109 11.777 145 15 17 9
+44 0 0.0003 0.0005 0 109.588 13.674 97 16 23 8 0.0002 0.0005 0 53.01 9.429 97 16 27 5
+44 0 0.0038 0.0084 0 99.151 14.556 67 12 189 17 0.002 0.0093 0 60.817 10.969 139 16 23 6
+44 0 0.0002 0.0003 0 109.631 14.606 83 13 53 13 0.0001 0.0003 0 54.661 9.741 116 16 6 4
+44 0 0.0015 0.0031 0 84.04 13.365 83 11 120 17 0.0007 0.0033 0 46.709 9.734 118 17 17 6
+45 0 0.0101 0.0219 0 117.346 14.909 173 17 16 6 0.0052 0.0221 0 70.405 11.43 83 17 29 6
+45 0 0.0001 0.0005 0 69.179 12.511 22 7 156 16 0.0001 0.0005 0 27.698 7.23 22 7 37 6
+45 0 0.0007 0.0018 0 150.301 15.413 122 15 159 17 0.0003 0.0018 0 85.548 11.856 145 15 17 9
+45 0 0.0003 0.0005 0 111.307 13.766 98 16 98 10 0.0002 0.0005 0 54.277 9.523 97 16 27 5
+45 0 0.0038 0.0084 0 100.467 14.566 67 12 94 13 0.0021 0.0093 0 61.679 11.047 139 16 23 6
+45 0 0.0002 0.0003 0 110.749 14.651 133 16 148 17 0.0001 0.0003 0 55.88 9.848 116 16 6 4
+45 0 0.0015 0.003 0 84.359 13.397 65 13 54 10 0.0007 0.0033 0 47.528 9.814 118 17 17 6
+46 0 0.0101 0.0219 0 117.378 14.859 177 17 111 16 0.0053 0.0221 0 71.405 11.503 83 17 29 6
+46 0 0.0001 0.0008 0 70.669 12.573 35 10 74 14 0.0001 0.0008 0 28.613 7.344 35 10 37 6
+46 0 0.0007 0.0018 0 152.311 15.424 137 15 118 15 0.0003 0.0018 0 86.968 11.932 145 15 17 9
+46 0 0.0003 0.0005 0 112.175 13.709 89 12 128 16 0.0002 0.0005 0 55.509 9.612 97 16 27 5
+46 0 0.0039 0.0096 0 102.288 14.696 77 13 123 14 0.0021 0.0096 0 62.543 11.125 77 13 23 6
+46 0 0.0002 0.0003 0 112.703 14.66 127 16 161 17 0.0001 0.0003 0 57.089 9.95 116 16 6 4
+46 0 0.0015 0.0031 0 85.479 13.45 40 7 81 15 0.0007 0.0033 0 48.335 9.891 118 17 17 6
+47 0 0.0101 0.0219 0 118.018 14.891 174 17 168 16 0.0054 0.0221 0 72.376 11.573 83 17 29 6
+47 0 0.0001 0.0009 0 72.989 12.752 34 10 36 8 0.0001 0.0009 0 29.537 7.456 34 10 37 6
+47 0 0.0007 0.0018 0 154.809 15.468 122 15 145 15 0.0003 0.0018 0 88.381 12.005 145 15 17 9
+47 0 0.0003 0.0005 0 114.255 13.786 100 16 143 15 0.0002 0.0005 0 56.733 9.699 97 16 27 5
+47 0 0.0039 0.0096 0 102.353 14.605 101 17 82 12 0.0022 0.0096 0 63.372 11.197 77 13 23 6
+47 0 0.0002 0.0003 0 113.875 14.687 127 16 107 14 0.0001 0.0003 0 58.272 10.049 116 16 6 4
+47 0 0.0015 0.003 0 86.485 13.532 88 16 43 10 0.0007 0.0033 0 49.13 9.967 118 17 17 6
+48 0 0.0102 0.0219 0 117.649 14.828 179 17 82 12 0.0055 0.0221 0 73.3 11.64 83 17 29 6
+48 0 0.0002 0.0032 0 74.328 12.936 18 6 90 17 0.0001 0.0032 0 30.451 7.568 18 6 37 6
+48 0 0.0007 0.0018 0 157.069 15.564 115 15 135 13 0.0003 0.0018 0 89.783 12.078 145 15 17 9
+48 0 0.0003 0.0005 0 115.659 13.814 117 13 89 13 0.0002 0.0005 0 57.935 9.783 97 16 27 5
+48 0 0.0039 0.0091 0 104.269 14.754 98 17 67 14 0.0022 0.0096 0 64.207 11.27 77 13 23 6
+48 0 0.0002 0.0003 0 115.35 14.686 132 16 91 16 0.0001 0.0003 0 59.437 10.143 116 16 6 4
+48 0 0.0015 0.0031 0 87.061 13.494 95 16 62 17 0.0007 0.0033 0 49.904 10.039 118 17 17 6
+49 0 0.0102 0.0219 0 119.367 14.854 158 15 86 16 0.0056 0.0221 0 74.221 11.704 83 17 29 6
+49 0 0.0002 0.0014 0 74.075 13.074 21 6 62 10 0.0001 0.0032 0 31.324 7.678 18 6 37 6
+49 0 0.0007 0.0018 0 159.581 15.657 127 16 239 17 0.0003 0.0018 0 91.179 12.15 127 16 17 9
+49 0 0.0003 0.0005 0 118.071 13.925 136 13 213 17 0.0002 0.0005 0 59.138 9.866 97 16 27 5
+49 0 0.0039 0.0102 0 106.068 14.758 143 17 12 4 0.0022 0.0102 0 65.044 11.339 143 17 23 6
+49 0 0.0002 0.0003 0 117.635 14.757 119 14 130 15 0.0001 0.0003 0 60.601 10.236 116 16 6 4
+49 0 0.0016 0.003 0 87.846 13.534 87 13 129 17 0.0007 0.0033 0 50.663 10.109 118 17 17 6
+50 0 0.0103 0.0219 0 121.124 14.899 184 17 104 16 0.0057 0.0221 0 75.141 11.766 83 17 29 6
+50 0 0.0002 0.0026 0 72.485 13.225 76 15 101 12 0.0001 0.0032 0 32.131 7.787 18 6 37 6
+50 0 0.0008 0.0019 0 161.479 15.714 125 16 197 16 0.0004 0.0019 0 92.558 12.219 125 16 17 9
+50 0 0.0003 0.0005 0 119.15 13.914 123 13 168 17 0.0002 0.0005 0 60.315 9.945 97 16 27 5
+50 0 0.004 0.0104 0 106.436 14.751 110 17 177 17 0.0023 0.0104 0 65.856 11.406 110 17 23 6
+50 0 0.0002 0.0003 0 120.409 14.793 123 14 89 16 0.0001 0.0003 0 61.774 10.325 116 16 6 4
+50 0 0.0016 0.003 0 89.286 13.696 80 16 81 13 0.0008 0.0033 0 51.42 10.179 118 17 17 6
diff --git a/PartA/crossover_90_mutation_10_elitism_2/.~lock.crossover_90_mutation_10_elitism_2.tsv# b/PartA/crossover_90_mutation_10_elitism_2/.~lock.crossover_90_mutation_10_elitism_2.tsv#
new file mode 100644
index 0000000..dca2a0e
--- /dev/null
+++ b/PartA/crossover_90_mutation_10_elitism_2/.~lock.crossover_90_mutation_10_elitism_2.tsv#
@@ -0,0 +1 @@
+,brett,laforge,15.02.2024 22:09,file:///home/brett/.config/libreoffice/4;
\ No newline at end of file
diff --git a/PartA/crossover_90_mutation_10_elitism_2/aggregated.tsv b/PartA/crossover_90_mutation_10_elitism_2/aggregated.tsv
index 4aeec2d..790a387 100644
--- a/PartA/crossover_90_mutation_10_elitism_2/aggregated.tsv
+++ b/PartA/crossover_90_mutation_10_elitism_2/aggregated.tsv
@@ -1,5 +1,5 @@
-Generation limit Mean: 34
-Generation limit Mode: 50 (4)
+Runs Generation Count Mean: 34
+Runs Generation Count Mode: 50 occurred (4) time(s)
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0 0.00011 0 12.9823 3.6655 14 4 23 5 0 0.00011 0 12.9823 3.6655 14 4 23 5
1 0 0 0.00013 0 12.2965 3.8626 13 4 17 5 0 0.00013 0 12.6393 3.7639 13 4 25 6
diff --git a/PartA/crossover_90_mutation_10_elitism_2/crossover_90_mutation_10_elitism_2.tsv b/PartA/crossover_90_mutation_10_elitism_2/crossover_90_mutation_10_elitism_2.tsv
new file mode 100644
index 0000000..bc3ad1c
--- /dev/null
+++ b/PartA/crossover_90_mutation_10_elitism_2/crossover_90_mutation_10_elitism_2.tsv
@@ -0,0 +1,410 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52)
+=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73)
+=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83)
+=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93)
+=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103)
+=AVERAGE(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =AVERAGE(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =AVERAGE(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =AVERAGE(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =AVERAGE(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =AVERAGE(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =AVERAGE(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =AVERAGE(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =AVERAGE(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =AVERAGE(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =AVERAGE(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =AVERAGE(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =AVERAGE(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =AVERAGE(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =AVERAGE(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =AVERAGE(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =AVERAGE(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =AVERAGE(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =AVERAGE(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =AVERAGE(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113) =STDEV.P(a104, a105, a106, a107, a108, a109, a110, a111, a112, a113) =STDEV.P(b104, b105, b106, b107, b108, b109, b110, b111, b112, b113) =STDEV.P(c104, c105, c106, c107, c108, c109, c110, c111, c112, c113) =STDEV.P(d104, d105, d106, d107, d108, d109, d110, d111, d112, d113) =STDEV.P(e104, e105, e106, e107, e108, e109, e110, e111, e112, e113) =STDEV.P(f104, f105, f106, f107, f108, f109, f110, f111, f112, f113) =STDEV.P(g104, g105, g106, g107, g108, g109, g110, g111, g112, g113) =STDEV.P(h104, h105, h106, h107, h108, h109, h110, h111, h112, h113) =STDEV.P(i104, i105, i106, i107, i108, i109, i110, i111, i112, i113) =STDEV.P(j104, j105, j106, j107, j108, j109, j110, j111, j112, j113) =STDEV.P(k104, k105, k106, k107, k108, k109, k110, k111, k112, k113) =STDEV.P(l104, l105, l106, l107, l108, l109, l110, l111, l112, l113) =STDEV.P(m104, m105, m106, m107, m108, m109, m110, m111, m112, m113) =STDEV.P(n104, n105, n106, n107, n108, n109, n110, n111, n112, n113) =STDEV.P(o104, o105, o106, o107, o108, o109, o110, o111, o112, o113) =STDEV.P(p104, p105, p106, p107, p108, p109, p110, p111, p112, p113) =STDEV.P(q104, q105, q106, q107, q108, q109, q110, q111, q112, q113) =STDEV.P(r104, r105, r106, r107, r108, r109, r110, r111, r112, r113) =STDEV.P(s104, s105, s106, s107, s108, s109, s110, s111, s112, s113) =STDEV.P(t104, t105, t106, t107, t108, t109, t110, t111, t112, t113)
+=AVERAGE(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =AVERAGE(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =AVERAGE(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =AVERAGE(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =AVERAGE(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =AVERAGE(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =AVERAGE(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =AVERAGE(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =AVERAGE(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =AVERAGE(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =AVERAGE(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =AVERAGE(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =AVERAGE(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =AVERAGE(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =AVERAGE(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =AVERAGE(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =AVERAGE(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =AVERAGE(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =AVERAGE(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =AVERAGE(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123) =STDEV.P(a114, a115, a116, a117, a118, a119, a120, a121, a122, a123) =STDEV.P(b114, b115, b116, b117, b118, b119, b120, b121, b122, b123) =STDEV.P(c114, c115, c116, c117, c118, c119, c120, c121, c122, c123) =STDEV.P(d114, d115, d116, d117, d118, d119, d120, d121, d122, d123) =STDEV.P(e114, e115, e116, e117, e118, e119, e120, e121, e122, e123) =STDEV.P(f114, f115, f116, f117, f118, f119, f120, f121, f122, f123) =STDEV.P(g114, g115, g116, g117, g118, g119, g120, g121, g122, g123) =STDEV.P(h114, h115, h116, h117, h118, h119, h120, h121, h122, h123) =STDEV.P(i114, i115, i116, i117, i118, i119, i120, i121, i122, i123) =STDEV.P(j114, j115, j116, j117, j118, j119, j120, j121, j122, j123) =STDEV.P(k114, k115, k116, k117, k118, k119, k120, k121, k122, k123) =STDEV.P(l114, l115, l116, l117, l118, l119, l120, l121, l122, l123) =STDEV.P(m114, m115, m116, m117, m118, m119, m120, m121, m122, m123) =STDEV.P(n114, n115, n116, n117, n118, n119, n120, n121, n122, n123) =STDEV.P(o114, o115, o116, o117, o118, o119, o120, o121, o122, o123) =STDEV.P(p114, p115, p116, p117, p118, p119, p120, p121, p122, p123) =STDEV.P(q114, q115, q116, q117, q118, q119, q120, q121, q122, q123) =STDEV.P(r114, r115, r116, r117, r118, r119, r120, r121, r122, r123) =STDEV.P(s114, s115, s116, s117, s118, s119, s120, s121, s122, s123) =STDEV.P(t114, t115, t116, t117, t118, t119, t120, t121, t122, t123)
+=AVERAGE(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =AVERAGE(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =AVERAGE(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =AVERAGE(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =AVERAGE(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =AVERAGE(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =AVERAGE(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =AVERAGE(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =AVERAGE(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =AVERAGE(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =AVERAGE(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =AVERAGE(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =AVERAGE(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =AVERAGE(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =AVERAGE(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =AVERAGE(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =AVERAGE(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =AVERAGE(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =AVERAGE(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =AVERAGE(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133) =STDEV.P(a124, a125, a126, a127, a128, a129, a130, a131, a132, a133) =STDEV.P(b124, b125, b126, b127, b128, b129, b130, b131, b132, b133) =STDEV.P(c124, c125, c126, c127, c128, c129, c130, c131, c132, c133) =STDEV.P(d124, d125, d126, d127, d128, d129, d130, d131, d132, d133) =STDEV.P(e124, e125, e126, e127, e128, e129, e130, e131, e132, e133) =STDEV.P(f124, f125, f126, f127, f128, f129, f130, f131, f132, f133) =STDEV.P(g124, g125, g126, g127, g128, g129, g130, g131, g132, g133) =STDEV.P(h124, h125, h126, h127, h128, h129, h130, h131, h132, h133) =STDEV.P(i124, i125, i126, i127, i128, i129, i130, i131, i132, i133) =STDEV.P(j124, j125, j126, j127, j128, j129, j130, j131, j132, j133) =STDEV.P(k124, k125, k126, k127, k128, k129, k130, k131, k132, k133) =STDEV.P(l124, l125, l126, l127, l128, l129, l130, l131, l132, l133) =STDEV.P(m124, m125, m126, m127, m128, m129, m130, m131, m132, m133) =STDEV.P(n124, n125, n126, n127, n128, n129, n130, n131, n132, n133) =STDEV.P(o124, o125, o126, o127, o128, o129, o130, o131, o132, o133) =STDEV.P(p124, p125, p126, p127, p128, p129, p130, p131, p132, p133) =STDEV.P(q124, q125, q126, q127, q128, q129, q130, q131, q132, q133) =STDEV.P(r124, r125, r126, r127, r128, r129, r130, r131, r132, r133) =STDEV.P(s124, s125, s126, s127, s128, s129, s130, s131, s132, s133) =STDEV.P(t124, t125, t126, t127, t128, t129, t130, t131, t132, t133)
+=AVERAGE(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =AVERAGE(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =AVERAGE(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =AVERAGE(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =AVERAGE(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =AVERAGE(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =AVERAGE(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =AVERAGE(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =AVERAGE(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =AVERAGE(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =AVERAGE(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =AVERAGE(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =AVERAGE(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =AVERAGE(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =AVERAGE(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =AVERAGE(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =AVERAGE(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =AVERAGE(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =AVERAGE(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =AVERAGE(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143) =STDEV.P(a134, a135, a136, a137, a138, a139, a140, a141, a142, a143) =STDEV.P(b134, b135, b136, b137, b138, b139, b140, b141, b142, b143) =STDEV.P(c134, c135, c136, c137, c138, c139, c140, c141, c142, c143) =STDEV.P(d134, d135, d136, d137, d138, d139, d140, d141, d142, d143) =STDEV.P(e134, e135, e136, e137, e138, e139, e140, e141, e142, e143) =STDEV.P(f134, f135, f136, f137, f138, f139, f140, f141, f142, f143) =STDEV.P(g134, g135, g136, g137, g138, g139, g140, g141, g142, g143) =STDEV.P(h134, h135, h136, h137, h138, h139, h140, h141, h142, h143) =STDEV.P(i134, i135, i136, i137, i138, i139, i140, i141, i142, i143) =STDEV.P(j134, j135, j136, j137, j138, j139, j140, j141, j142, j143) =STDEV.P(k134, k135, k136, k137, k138, k139, k140, k141, k142, k143) =STDEV.P(l134, l135, l136, l137, l138, l139, l140, l141, l142, l143) =STDEV.P(m134, m135, m136, m137, m138, m139, m140, m141, m142, m143) =STDEV.P(n134, n135, n136, n137, n138, n139, n140, n141, n142, n143) =STDEV.P(o134, o135, o136, o137, o138, o139, o140, o141, o142, o143) =STDEV.P(p134, p135, p136, p137, p138, p139, p140, p141, p142, p143) =STDEV.P(q134, q135, q136, q137, q138, q139, q140, q141, q142, q143) =STDEV.P(r134, r135, r136, r137, r138, r139, r140, r141, r142, r143) =STDEV.P(s134, s135, s136, s137, s138, s139, s140, s141, s142, s143) =STDEV.P(t134, t135, t136, t137, t138, t139, t140, t141, t142, t143)
+=AVERAGE(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =AVERAGE(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =AVERAGE(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =AVERAGE(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =AVERAGE(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =AVERAGE(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =AVERAGE(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =AVERAGE(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =AVERAGE(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =AVERAGE(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =AVERAGE(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =AVERAGE(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =AVERAGE(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =AVERAGE(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =AVERAGE(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =AVERAGE(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =AVERAGE(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =AVERAGE(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =AVERAGE(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =AVERAGE(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153) =STDEV.P(a144, a145, a146, a147, a148, a149, a150, a151, a152, a153) =STDEV.P(b144, b145, b146, b147, b148, b149, b150, b151, b152, b153) =STDEV.P(c144, c145, c146, c147, c148, c149, c150, c151, c152, c153) =STDEV.P(d144, d145, d146, d147, d148, d149, d150, d151, d152, d153) =STDEV.P(e144, e145, e146, e147, e148, e149, e150, e151, e152, e153) =STDEV.P(f144, f145, f146, f147, f148, f149, f150, f151, f152, f153) =STDEV.P(g144, g145, g146, g147, g148, g149, g150, g151, g152, g153) =STDEV.P(h144, h145, h146, h147, h148, h149, h150, h151, h152, h153) =STDEV.P(i144, i145, i146, i147, i148, i149, i150, i151, i152, i153) =STDEV.P(j144, j145, j146, j147, j148, j149, j150, j151, j152, j153) =STDEV.P(k144, k145, k146, k147, k148, k149, k150, k151, k152, k153) =STDEV.P(l144, l145, l146, l147, l148, l149, l150, l151, l152, l153) =STDEV.P(m144, m145, m146, m147, m148, m149, m150, m151, m152, m153) =STDEV.P(n144, n145, n146, n147, n148, n149, n150, n151, n152, n153) =STDEV.P(o144, o145, o146, o147, o148, o149, o150, o151, o152, o153) =STDEV.P(p144, p145, p146, p147, p148, p149, p150, p151, p152, p153) =STDEV.P(q144, q145, q146, q147, q148, q149, q150, q151, q152, q153) =STDEV.P(r144, r145, r146, r147, r148, r149, r150, r151, r152, r153) =STDEV.P(s144, s145, s146, s147, s148, s149, s150, s151, s152, s153) =STDEV.P(t144, t145, t146, t147, t148, t149, t150, t151, t152, t153)
+=AVERAGE(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =AVERAGE(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =AVERAGE(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =AVERAGE(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =AVERAGE(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =AVERAGE(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =AVERAGE(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =AVERAGE(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =AVERAGE(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =AVERAGE(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =AVERAGE(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =AVERAGE(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =AVERAGE(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =AVERAGE(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =AVERAGE(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =AVERAGE(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =AVERAGE(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =AVERAGE(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =AVERAGE(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =AVERAGE(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163) =STDEV.P(a154, a155, a156, a157, a158, a159, a160, a161, a162, a163) =STDEV.P(b154, b155, b156, b157, b158, b159, b160, b161, b162, b163) =STDEV.P(c154, c155, c156, c157, c158, c159, c160, c161, c162, c163) =STDEV.P(d154, d155, d156, d157, d158, d159, d160, d161, d162, d163) =STDEV.P(e154, e155, e156, e157, e158, e159, e160, e161, e162, e163) =STDEV.P(f154, f155, f156, f157, f158, f159, f160, f161, f162, f163) =STDEV.P(g154, g155, g156, g157, g158, g159, g160, g161, g162, g163) =STDEV.P(h154, h155, h156, h157, h158, h159, h160, h161, h162, h163) =STDEV.P(i154, i155, i156, i157, i158, i159, i160, i161, i162, i163) =STDEV.P(j154, j155, j156, j157, j158, j159, j160, j161, j162, j163) =STDEV.P(k154, k155, k156, k157, k158, k159, k160, k161, k162, k163) =STDEV.P(l154, l155, l156, l157, l158, l159, l160, l161, l162, l163) =STDEV.P(m154, m155, m156, m157, m158, m159, m160, m161, m162, m163) =STDEV.P(n154, n155, n156, n157, n158, n159, n160, n161, n162, n163) =STDEV.P(o154, o155, o156, o157, o158, o159, o160, o161, o162, o163) =STDEV.P(p154, p155, p156, p157, p158, p159, p160, p161, p162, p163) =STDEV.P(q154, q155, q156, q157, q158, q159, q160, q161, q162, q163) =STDEV.P(r154, r155, r156, r157, r158, r159, r160, r161, r162, r163) =STDEV.P(s154, s155, s156, s157, s158, s159, s160, s161, s162, s163) =STDEV.P(t154, t155, t156, t157, t158, t159, t160, t161, t162, t163)
+=AVERAGE(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =AVERAGE(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =AVERAGE(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =AVERAGE(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =AVERAGE(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =AVERAGE(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =AVERAGE(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =AVERAGE(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =AVERAGE(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =AVERAGE(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =AVERAGE(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =AVERAGE(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =AVERAGE(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =AVERAGE(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =AVERAGE(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =AVERAGE(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =AVERAGE(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =AVERAGE(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =AVERAGE(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =AVERAGE(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173) =STDEV.P(a164, a165, a166, a167, a168, a169, a170, a171, a172, a173) =STDEV.P(b164, b165, b166, b167, b168, b169, b170, b171, b172, b173) =STDEV.P(c164, c165, c166, c167, c168, c169, c170, c171, c172, c173) =STDEV.P(d164, d165, d166, d167, d168, d169, d170, d171, d172, d173) =STDEV.P(e164, e165, e166, e167, e168, e169, e170, e171, e172, e173) =STDEV.P(f164, f165, f166, f167, f168, f169, f170, f171, f172, f173) =STDEV.P(g164, g165, g166, g167, g168, g169, g170, g171, g172, g173) =STDEV.P(h164, h165, h166, h167, h168, h169, h170, h171, h172, h173) =STDEV.P(i164, i165, i166, i167, i168, i169, i170, i171, i172, i173) =STDEV.P(j164, j165, j166, j167, j168, j169, j170, j171, j172, j173) =STDEV.P(k164, k165, k166, k167, k168, k169, k170, k171, k172, k173) =STDEV.P(l164, l165, l166, l167, l168, l169, l170, l171, l172, l173) =STDEV.P(m164, m165, m166, m167, m168, m169, m170, m171, m172, m173) =STDEV.P(n164, n165, n166, n167, n168, n169, n170, n171, n172, n173) =STDEV.P(o164, o165, o166, o167, o168, o169, o170, o171, o172, o173) =STDEV.P(p164, p165, p166, p167, p168, p169, p170, p171, p172, p173) =STDEV.P(q164, q165, q166, q167, q168, q169, q170, q171, q172, q173) =STDEV.P(r164, r165, r166, r167, r168, r169, r170, r171, r172, r173) =STDEV.P(s164, s165, s166, s167, s168, s169, s170, s171, s172, s173) =STDEV.P(t164, t165, t166, t167, t168, t169, t170, t171, t172, t173)
+=AVERAGE(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =AVERAGE(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =AVERAGE(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =AVERAGE(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =AVERAGE(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =AVERAGE(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =AVERAGE(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =AVERAGE(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =AVERAGE(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =AVERAGE(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =AVERAGE(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =AVERAGE(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =AVERAGE(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =AVERAGE(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =AVERAGE(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =AVERAGE(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =AVERAGE(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =AVERAGE(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =AVERAGE(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =AVERAGE(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183) =STDEV.P(a174, a175, a176, a177, a178, a179, a180, a181, a182, a183) =STDEV.P(b174, b175, b176, b177, b178, b179, b180, b181, b182, b183) =STDEV.P(c174, c175, c176, c177, c178, c179, c180, c181, c182, c183) =STDEV.P(d174, d175, d176, d177, d178, d179, d180, d181, d182, d183) =STDEV.P(e174, e175, e176, e177, e178, e179, e180, e181, e182, e183) =STDEV.P(f174, f175, f176, f177, f178, f179, f180, f181, f182, f183) =STDEV.P(g174, g175, g176, g177, g178, g179, g180, g181, g182, g183) =STDEV.P(h174, h175, h176, h177, h178, h179, h180, h181, h182, h183) =STDEV.P(i174, i175, i176, i177, i178, i179, i180, i181, i182, i183) =STDEV.P(j174, j175, j176, j177, j178, j179, j180, j181, j182, j183) =STDEV.P(k174, k175, k176, k177, k178, k179, k180, k181, k182, k183) =STDEV.P(l174, l175, l176, l177, l178, l179, l180, l181, l182, l183) =STDEV.P(m174, m175, m176, m177, m178, m179, m180, m181, m182, m183) =STDEV.P(n174, n175, n176, n177, n178, n179, n180, n181, n182, n183) =STDEV.P(o174, o175, o176, o177, o178, o179, o180, o181, o182, o183) =STDEV.P(p174, p175, p176, p177, p178, p179, p180, p181, p182, p183) =STDEV.P(q174, q175, q176, q177, q178, q179, q180, q181, q182, q183) =STDEV.P(r174, r175, r176, r177, r178, r179, r180, r181, r182, r183) =STDEV.P(s174, s175, s176, s177, s178, s179, s180, s181, s182, s183) =STDEV.P(t174, t175, t176, t177, t178, t179, t180, t181, t182, t183)
+=AVERAGE(a184, a185, a186, a187, a188, a189, a190, a191, a192) =AVERAGE(b184, b185, b186, b187, b188, b189, b190, b191, b192) =AVERAGE(c184, c185, c186, c187, c188, c189, c190, c191, c192) =AVERAGE(d184, d185, d186, d187, d188, d189, d190, d191, d192) =AVERAGE(e184, e185, e186, e187, e188, e189, e190, e191, e192) =AVERAGE(f184, f185, f186, f187, f188, f189, f190, f191, f192) =AVERAGE(g184, g185, g186, g187, g188, g189, g190, g191, g192) =AVERAGE(h184, h185, h186, h187, h188, h189, h190, h191, h192) =AVERAGE(i184, i185, i186, i187, i188, i189, i190, i191, i192) =AVERAGE(j184, j185, j186, j187, j188, j189, j190, j191, j192) =AVERAGE(k184, k185, k186, k187, k188, k189, k190, k191, k192) =AVERAGE(l184, l185, l186, l187, l188, l189, l190, l191, l192) =AVERAGE(m184, m185, m186, m187, m188, m189, m190, m191, m192) =AVERAGE(n184, n185, n186, n187, n188, n189, n190, n191, n192) =AVERAGE(o184, o185, o186, o187, o188, o189, o190, o191, o192) =AVERAGE(p184, p185, p186, p187, p188, p189, p190, p191, p192) =AVERAGE(q184, q185, q186, q187, q188, q189, q190, q191, q192) =AVERAGE(r184, r185, r186, r187, r188, r189, r190, r191, r192) =AVERAGE(s184, s185, s186, s187, s188, s189, s190, s191, s192) =AVERAGE(t184, t185, t186, t187, t188, t189, t190, t191, t192) =STDEV.P(a184, a185, a186, a187, a188, a189, a190, a191, a192) =STDEV.P(b184, b185, b186, b187, b188, b189, b190, b191, b192) =STDEV.P(c184, c185, c186, c187, c188, c189, c190, c191, c192) =STDEV.P(d184, d185, d186, d187, d188, d189, d190, d191, d192) =STDEV.P(e184, e185, e186, e187, e188, e189, e190, e191, e192) =STDEV.P(f184, f185, f186, f187, f188, f189, f190, f191, f192) =STDEV.P(g184, g185, g186, g187, g188, g189, g190, g191, g192) =STDEV.P(h184, h185, h186, h187, h188, h189, h190, h191, h192) =STDEV.P(i184, i185, i186, i187, i188, i189, i190, i191, i192) =STDEV.P(j184, j185, j186, j187, j188, j189, j190, j191, j192) =STDEV.P(k184, k185, k186, k187, k188, k189, k190, k191, k192) =STDEV.P(l184, l185, l186, l187, l188, l189, l190, l191, l192) =STDEV.P(m184, m185, m186, m187, m188, m189, m190, m191, m192) =STDEV.P(n184, n185, n186, n187, n188, n189, n190, n191, n192) =STDEV.P(o184, o185, o186, o187, o188, o189, o190, o191, o192) =STDEV.P(p184, p185, p186, p187, p188, p189, p190, p191, p192) =STDEV.P(q184, q185, q186, q187, q188, q189, q190, q191, q192) =STDEV.P(r184, r185, r186, r187, r188, r189, r190, r191, r192) =STDEV.P(s184, s185, s186, s187, s188, s189, s190, s191, s192) =STDEV.P(t184, t185, t186, t187, t188, t189, t190, t191, t192)
+=AVERAGE(a193, a194, a195, a196, a197, a198, a199, a200, a201) =AVERAGE(b193, b194, b195, b196, b197, b198, b199, b200, b201) =AVERAGE(c193, c194, c195, c196, c197, c198, c199, c200, c201) =AVERAGE(d193, d194, d195, d196, d197, d198, d199, d200, d201) =AVERAGE(e193, e194, e195, e196, e197, e198, e199, e200, e201) =AVERAGE(f193, f194, f195, f196, f197, f198, f199, f200, f201) =AVERAGE(g193, g194, g195, g196, g197, g198, g199, g200, g201) =AVERAGE(h193, h194, h195, h196, h197, h198, h199, h200, h201) =AVERAGE(i193, i194, i195, i196, i197, i198, i199, i200, i201) =AVERAGE(j193, j194, j195, j196, j197, j198, j199, j200, j201) =AVERAGE(k193, k194, k195, k196, k197, k198, k199, k200, k201) =AVERAGE(l193, l194, l195, l196, l197, l198, l199, l200, l201) =AVERAGE(m193, m194, m195, m196, m197, m198, m199, m200, m201) =AVERAGE(n193, n194, n195, n196, n197, n198, n199, n200, n201) =AVERAGE(o193, o194, o195, o196, o197, o198, o199, o200, o201) =AVERAGE(p193, p194, p195, p196, p197, p198, p199, p200, p201) =AVERAGE(q193, q194, q195, q196, q197, q198, q199, q200, q201) =AVERAGE(r193, r194, r195, r196, r197, r198, r199, r200, r201) =AVERAGE(s193, s194, s195, s196, s197, s198, s199, s200, s201) =AVERAGE(t193, t194, t195, t196, t197, t198, t199, t200, t201) =STDEV.P(a193, a194, a195, a196, a197, a198, a199, a200, a201) =STDEV.P(b193, b194, b195, b196, b197, b198, b199, b200, b201) =STDEV.P(c193, c194, c195, c196, c197, c198, c199, c200, c201) =STDEV.P(d193, d194, d195, d196, d197, d198, d199, d200, d201) =STDEV.P(e193, e194, e195, e196, e197, e198, e199, e200, e201) =STDEV.P(f193, f194, f195, f196, f197, f198, f199, f200, f201) =STDEV.P(g193, g194, g195, g196, g197, g198, g199, g200, g201) =STDEV.P(h193, h194, h195, h196, h197, h198, h199, h200, h201) =STDEV.P(i193, i194, i195, i196, i197, i198, i199, i200, i201) =STDEV.P(j193, j194, j195, j196, j197, j198, j199, j200, j201) =STDEV.P(k193, k194, k195, k196, k197, k198, k199, k200, k201) =STDEV.P(l193, l194, l195, l196, l197, l198, l199, l200, l201) =STDEV.P(m193, m194, m195, m196, m197, m198, m199, m200, m201) =STDEV.P(n193, n194, n195, n196, n197, n198, n199, n200, n201) =STDEV.P(o193, o194, o195, o196, o197, o198, o199, o200, o201) =STDEV.P(p193, p194, p195, p196, p197, p198, p199, p200, p201) =STDEV.P(q193, q194, q195, q196, q197, q198, q199, q200, q201) =STDEV.P(r193, r194, r195, r196, r197, r198, r199, r200, r201) =STDEV.P(s193, s194, s195, s196, s197, s198, s199, s200, s201) =STDEV.P(t193, t194, t195, t196, t197, t198, t199, t200, t201)
+=AVERAGE(a202, a203, a204, a205, a206, a207, a208, a209, a210) =AVERAGE(b202, b203, b204, b205, b206, b207, b208, b209, b210) =AVERAGE(c202, c203, c204, c205, c206, c207, c208, c209, c210) =AVERAGE(d202, d203, d204, d205, d206, d207, d208, d209, d210) =AVERAGE(e202, e203, e204, e205, e206, e207, e208, e209, e210) =AVERAGE(f202, f203, f204, f205, f206, f207, f208, f209, f210) =AVERAGE(g202, g203, g204, g205, g206, g207, g208, g209, g210) =AVERAGE(h202, h203, h204, h205, h206, h207, h208, h209, h210) =AVERAGE(i202, i203, i204, i205, i206, i207, i208, i209, i210) =AVERAGE(j202, j203, j204, j205, j206, j207, j208, j209, j210) =AVERAGE(k202, k203, k204, k205, k206, k207, k208, k209, k210) =AVERAGE(l202, l203, l204, l205, l206, l207, l208, l209, l210) =AVERAGE(m202, m203, m204, m205, m206, m207, m208, m209, m210) =AVERAGE(n202, n203, n204, n205, n206, n207, n208, n209, n210) =AVERAGE(o202, o203, o204, o205, o206, o207, o208, o209, o210) =AVERAGE(p202, p203, p204, p205, p206, p207, p208, p209, p210) =AVERAGE(q202, q203, q204, q205, q206, q207, q208, q209, q210) =AVERAGE(r202, r203, r204, r205, r206, r207, r208, r209, r210) =AVERAGE(s202, s203, s204, s205, s206, s207, s208, s209, s210) =AVERAGE(t202, t203, t204, t205, t206, t207, t208, t209, t210) =STDEV.P(a202, a203, a204, a205, a206, a207, a208, a209, a210) =STDEV.P(b202, b203, b204, b205, b206, b207, b208, b209, b210) =STDEV.P(c202, c203, c204, c205, c206, c207, c208, c209, c210) =STDEV.P(d202, d203, d204, d205, d206, d207, d208, d209, d210) =STDEV.P(e202, e203, e204, e205, e206, e207, e208, e209, e210) =STDEV.P(f202, f203, f204, f205, f206, f207, f208, f209, f210) =STDEV.P(g202, g203, g204, g205, g206, g207, g208, g209, g210) =STDEV.P(h202, h203, h204, h205, h206, h207, h208, h209, h210) =STDEV.P(i202, i203, i204, i205, i206, i207, i208, i209, i210) =STDEV.P(j202, j203, j204, j205, j206, j207, j208, j209, j210) =STDEV.P(k202, k203, k204, k205, k206, k207, k208, k209, k210) =STDEV.P(l202, l203, l204, l205, l206, l207, l208, l209, l210) =STDEV.P(m202, m203, m204, m205, m206, m207, m208, m209, m210) =STDEV.P(n202, n203, n204, n205, n206, n207, n208, n209, n210) =STDEV.P(o202, o203, o204, o205, o206, o207, o208, o209, o210) =STDEV.P(p202, p203, p204, p205, p206, p207, p208, p209, p210) =STDEV.P(q202, q203, q204, q205, q206, q207, q208, q209, q210) =STDEV.P(r202, r203, r204, r205, r206, r207, r208, r209, r210) =STDEV.P(s202, s203, s204, s205, s206, s207, s208, s209, s210) =STDEV.P(t202, t203, t204, t205, t206, t207, t208, t209, t210)
+=AVERAGE(a211, a212, a213, a214, a215, a216, a217, a218, a219) =AVERAGE(b211, b212, b213, b214, b215, b216, b217, b218, b219) =AVERAGE(c211, c212, c213, c214, c215, c216, c217, c218, c219) =AVERAGE(d211, d212, d213, d214, d215, d216, d217, d218, d219) =AVERAGE(e211, e212, e213, e214, e215, e216, e217, e218, e219) =AVERAGE(f211, f212, f213, f214, f215, f216, f217, f218, f219) =AVERAGE(g211, g212, g213, g214, g215, g216, g217, g218, g219) =AVERAGE(h211, h212, h213, h214, h215, h216, h217, h218, h219) =AVERAGE(i211, i212, i213, i214, i215, i216, i217, i218, i219) =AVERAGE(j211, j212, j213, j214, j215, j216, j217, j218, j219) =AVERAGE(k211, k212, k213, k214, k215, k216, k217, k218, k219) =AVERAGE(l211, l212, l213, l214, l215, l216, l217, l218, l219) =AVERAGE(m211, m212, m213, m214, m215, m216, m217, m218, m219) =AVERAGE(n211, n212, n213, n214, n215, n216, n217, n218, n219) =AVERAGE(o211, o212, o213, o214, o215, o216, o217, o218, o219) =AVERAGE(p211, p212, p213, p214, p215, p216, p217, p218, p219) =AVERAGE(q211, q212, q213, q214, q215, q216, q217, q218, q219) =AVERAGE(r211, r212, r213, r214, r215, r216, r217, r218, r219) =AVERAGE(s211, s212, s213, s214, s215, s216, s217, s218, s219) =AVERAGE(t211, t212, t213, t214, t215, t216, t217, t218, t219) =STDEV.P(a211, a212, a213, a214, a215, a216, a217, a218, a219) =STDEV.P(b211, b212, b213, b214, b215, b216, b217, b218, b219) =STDEV.P(c211, c212, c213, c214, c215, c216, c217, c218, c219) =STDEV.P(d211, d212, d213, d214, d215, d216, d217, d218, d219) =STDEV.P(e211, e212, e213, e214, e215, e216, e217, e218, e219) =STDEV.P(f211, f212, f213, f214, f215, f216, f217, f218, f219) =STDEV.P(g211, g212, g213, g214, g215, g216, g217, g218, g219) =STDEV.P(h211, h212, h213, h214, h215, h216, h217, h218, h219) =STDEV.P(i211, i212, i213, i214, i215, i216, i217, i218, i219) =STDEV.P(j211, j212, j213, j214, j215, j216, j217, j218, j219) =STDEV.P(k211, k212, k213, k214, k215, k216, k217, k218, k219) =STDEV.P(l211, l212, l213, l214, l215, l216, l217, l218, l219) =STDEV.P(m211, m212, m213, m214, m215, m216, m217, m218, m219) =STDEV.P(n211, n212, n213, n214, n215, n216, n217, n218, n219) =STDEV.P(o211, o212, o213, o214, o215, o216, o217, o218, o219) =STDEV.P(p211, p212, p213, p214, p215, p216, p217, p218, p219) =STDEV.P(q211, q212, q213, q214, q215, q216, q217, q218, q219) =STDEV.P(r211, r212, r213, r214, r215, r216, r217, r218, r219) =STDEV.P(s211, s212, s213, s214, s215, s216, s217, s218, s219) =STDEV.P(t211, t212, t213, t214, t215, t216, t217, t218, t219)
+=AVERAGE(a220, a221, a222, a223, a224, a225, a226, a227, a228) =AVERAGE(b220, b221, b222, b223, b224, b225, b226, b227, b228) =AVERAGE(c220, c221, c222, c223, c224, c225, c226, c227, c228) =AVERAGE(d220, d221, d222, d223, d224, d225, d226, d227, d228) =AVERAGE(e220, e221, e222, e223, e224, e225, e226, e227, e228) =AVERAGE(f220, f221, f222, f223, f224, f225, f226, f227, f228) =AVERAGE(g220, g221, g222, g223, g224, g225, g226, g227, g228) =AVERAGE(h220, h221, h222, h223, h224, h225, h226, h227, h228) =AVERAGE(i220, i221, i222, i223, i224, i225, i226, i227, i228) =AVERAGE(j220, j221, j222, j223, j224, j225, j226, j227, j228) =AVERAGE(k220, k221, k222, k223, k224, k225, k226, k227, k228) =AVERAGE(l220, l221, l222, l223, l224, l225, l226, l227, l228) =AVERAGE(m220, m221, m222, m223, m224, m225, m226, m227, m228) =AVERAGE(n220, n221, n222, n223, n224, n225, n226, n227, n228) =AVERAGE(o220, o221, o222, o223, o224, o225, o226, o227, o228) =AVERAGE(p220, p221, p222, p223, p224, p225, p226, p227, p228) =AVERAGE(q220, q221, q222, q223, q224, q225, q226, q227, q228) =AVERAGE(r220, r221, r222, r223, r224, r225, r226, r227, r228) =AVERAGE(s220, s221, s222, s223, s224, s225, s226, s227, s228) =AVERAGE(t220, t221, t222, t223, t224, t225, t226, t227, t228) =STDEV.P(a220, a221, a222, a223, a224, a225, a226, a227, a228) =STDEV.P(b220, b221, b222, b223, b224, b225, b226, b227, b228) =STDEV.P(c220, c221, c222, c223, c224, c225, c226, c227, c228) =STDEV.P(d220, d221, d222, d223, d224, d225, d226, d227, d228) =STDEV.P(e220, e221, e222, e223, e224, e225, e226, e227, e228) =STDEV.P(f220, f221, f222, f223, f224, f225, f226, f227, f228) =STDEV.P(g220, g221, g222, g223, g224, g225, g226, g227, g228) =STDEV.P(h220, h221, h222, h223, h224, h225, h226, h227, h228) =STDEV.P(i220, i221, i222, i223, i224, i225, i226, i227, i228) =STDEV.P(j220, j221, j222, j223, j224, j225, j226, j227, j228) =STDEV.P(k220, k221, k222, k223, k224, k225, k226, k227, k228) =STDEV.P(l220, l221, l222, l223, l224, l225, l226, l227, l228) =STDEV.P(m220, m221, m222, m223, m224, m225, m226, m227, m228) =STDEV.P(n220, n221, n222, n223, n224, n225, n226, n227, n228) =STDEV.P(o220, o221, o222, o223, o224, o225, o226, o227, o228) =STDEV.P(p220, p221, p222, p223, p224, p225, p226, p227, p228) =STDEV.P(q220, q221, q222, q223, q224, q225, q226, q227, q228) =STDEV.P(r220, r221, r222, r223, r224, r225, r226, r227, r228) =STDEV.P(s220, s221, s222, s223, s224, s225, s226, s227, s228) =STDEV.P(t220, t221, t222, t223, t224, t225, t226, t227, t228)
+=AVERAGE(a229, a230, a231, a232, a233, a234, a235, a236) =AVERAGE(b229, b230, b231, b232, b233, b234, b235, b236) =AVERAGE(c229, c230, c231, c232, c233, c234, c235, c236) =AVERAGE(d229, d230, d231, d232, d233, d234, d235, d236) =AVERAGE(e229, e230, e231, e232, e233, e234, e235, e236) =AVERAGE(f229, f230, f231, f232, f233, f234, f235, f236) =AVERAGE(g229, g230, g231, g232, g233, g234, g235, g236) =AVERAGE(h229, h230, h231, h232, h233, h234, h235, h236) =AVERAGE(i229, i230, i231, i232, i233, i234, i235, i236) =AVERAGE(j229, j230, j231, j232, j233, j234, j235, j236) =AVERAGE(k229, k230, k231, k232, k233, k234, k235, k236) =AVERAGE(l229, l230, l231, l232, l233, l234, l235, l236) =AVERAGE(m229, m230, m231, m232, m233, m234, m235, m236) =AVERAGE(n229, n230, n231, n232, n233, n234, n235, n236) =AVERAGE(o229, o230, o231, o232, o233, o234, o235, o236) =AVERAGE(p229, p230, p231, p232, p233, p234, p235, p236) =AVERAGE(q229, q230, q231, q232, q233, q234, q235, q236) =AVERAGE(r229, r230, r231, r232, r233, r234, r235, r236) =AVERAGE(s229, s230, s231, s232, s233, s234, s235, s236) =AVERAGE(t229, t230, t231, t232, t233, t234, t235, t236) =STDEV.P(a229, a230, a231, a232, a233, a234, a235, a236) =STDEV.P(b229, b230, b231, b232, b233, b234, b235, b236) =STDEV.P(c229, c230, c231, c232, c233, c234, c235, c236) =STDEV.P(d229, d230, d231, d232, d233, d234, d235, d236) =STDEV.P(e229, e230, e231, e232, e233, e234, e235, e236) =STDEV.P(f229, f230, f231, f232, f233, f234, f235, f236) =STDEV.P(g229, g230, g231, g232, g233, g234, g235, g236) =STDEV.P(h229, h230, h231, h232, h233, h234, h235, h236) =STDEV.P(i229, i230, i231, i232, i233, i234, i235, i236) =STDEV.P(j229, j230, j231, j232, j233, j234, j235, j236) =STDEV.P(k229, k230, k231, k232, k233, k234, k235, k236) =STDEV.P(l229, l230, l231, l232, l233, l234, l235, l236) =STDEV.P(m229, m230, m231, m232, m233, m234, m235, m236) =STDEV.P(n229, n230, n231, n232, n233, n234, n235, n236) =STDEV.P(o229, o230, o231, o232, o233, o234, o235, o236) =STDEV.P(p229, p230, p231, p232, p233, p234, p235, p236) =STDEV.P(q229, q230, q231, q232, q233, q234, q235, q236) =STDEV.P(r229, r230, r231, r232, r233, r234, r235, r236) =STDEV.P(s229, s230, s231, s232, s233, s234, s235, s236) =STDEV.P(t229, t230, t231, t232, t233, t234, t235, t236)
+=AVERAGE(a237, a238, a239, a240, a241, a242, a243, a244) =AVERAGE(b237, b238, b239, b240, b241, b242, b243, b244) =AVERAGE(c237, c238, c239, c240, c241, c242, c243, c244) =AVERAGE(d237, d238, d239, d240, d241, d242, d243, d244) =AVERAGE(e237, e238, e239, e240, e241, e242, e243, e244) =AVERAGE(f237, f238, f239, f240, f241, f242, f243, f244) =AVERAGE(g237, g238, g239, g240, g241, g242, g243, g244) =AVERAGE(h237, h238, h239, h240, h241, h242, h243, h244) =AVERAGE(i237, i238, i239, i240, i241, i242, i243, i244) =AVERAGE(j237, j238, j239, j240, j241, j242, j243, j244) =AVERAGE(k237, k238, k239, k240, k241, k242, k243, k244) =AVERAGE(l237, l238, l239, l240, l241, l242, l243, l244) =AVERAGE(m237, m238, m239, m240, m241, m242, m243, m244) =AVERAGE(n237, n238, n239, n240, n241, n242, n243, n244) =AVERAGE(o237, o238, o239, o240, o241, o242, o243, o244) =AVERAGE(p237, p238, p239, p240, p241, p242, p243, p244) =AVERAGE(q237, q238, q239, q240, q241, q242, q243, q244) =AVERAGE(r237, r238, r239, r240, r241, r242, r243, r244) =AVERAGE(s237, s238, s239, s240, s241, s242, s243, s244) =AVERAGE(t237, t238, t239, t240, t241, t242, t243, t244) =STDEV.P(a237, a238, a239, a240, a241, a242, a243, a244) =STDEV.P(b237, b238, b239, b240, b241, b242, b243, b244) =STDEV.P(c237, c238, c239, c240, c241, c242, c243, c244) =STDEV.P(d237, d238, d239, d240, d241, d242, d243, d244) =STDEV.P(e237, e238, e239, e240, e241, e242, e243, e244) =STDEV.P(f237, f238, f239, f240, f241, f242, f243, f244) =STDEV.P(g237, g238, g239, g240, g241, g242, g243, g244) =STDEV.P(h237, h238, h239, h240, h241, h242, h243, h244) =STDEV.P(i237, i238, i239, i240, i241, i242, i243, i244) =STDEV.P(j237, j238, j239, j240, j241, j242, j243, j244) =STDEV.P(k237, k238, k239, k240, k241, k242, k243, k244) =STDEV.P(l237, l238, l239, l240, l241, l242, l243, l244) =STDEV.P(m237, m238, m239, m240, m241, m242, m243, m244) =STDEV.P(n237, n238, n239, n240, n241, n242, n243, n244) =STDEV.P(o237, o238, o239, o240, o241, o242, o243, o244) =STDEV.P(p237, p238, p239, p240, p241, p242, p243, p244) =STDEV.P(q237, q238, q239, q240, q241, q242, q243, q244) =STDEV.P(r237, r238, r239, r240, r241, r242, r243, r244) =STDEV.P(s237, s238, s239, s240, s241, s242, s243, s244) =STDEV.P(t237, t238, t239, t240, t241, t242, t243, t244)
+=AVERAGE(a245, a246, a247, a248, a249, a250, a251, a252) =AVERAGE(b245, b246, b247, b248, b249, b250, b251, b252) =AVERAGE(c245, c246, c247, c248, c249, c250, c251, c252) =AVERAGE(d245, d246, d247, d248, d249, d250, d251, d252) =AVERAGE(e245, e246, e247, e248, e249, e250, e251, e252) =AVERAGE(f245, f246, f247, f248, f249, f250, f251, f252) =AVERAGE(g245, g246, g247, g248, g249, g250, g251, g252) =AVERAGE(h245, h246, h247, h248, h249, h250, h251, h252) =AVERAGE(i245, i246, i247, i248, i249, i250, i251, i252) =AVERAGE(j245, j246, j247, j248, j249, j250, j251, j252) =AVERAGE(k245, k246, k247, k248, k249, k250, k251, k252) =AVERAGE(l245, l246, l247, l248, l249, l250, l251, l252) =AVERAGE(m245, m246, m247, m248, m249, m250, m251, m252) =AVERAGE(n245, n246, n247, n248, n249, n250, n251, n252) =AVERAGE(o245, o246, o247, o248, o249, o250, o251, o252) =AVERAGE(p245, p246, p247, p248, p249, p250, p251, p252) =AVERAGE(q245, q246, q247, q248, q249, q250, q251, q252) =AVERAGE(r245, r246, r247, r248, r249, r250, r251, r252) =AVERAGE(s245, s246, s247, s248, s249, s250, s251, s252) =AVERAGE(t245, t246, t247, t248, t249, t250, t251, t252) =STDEV.P(a245, a246, a247, a248, a249, a250, a251, a252) =STDEV.P(b245, b246, b247, b248, b249, b250, b251, b252) =STDEV.P(c245, c246, c247, c248, c249, c250, c251, c252) =STDEV.P(d245, d246, d247, d248, d249, d250, d251, d252) =STDEV.P(e245, e246, e247, e248, e249, e250, e251, e252) =STDEV.P(f245, f246, f247, f248, f249, f250, f251, f252) =STDEV.P(g245, g246, g247, g248, g249, g250, g251, g252) =STDEV.P(h245, h246, h247, h248, h249, h250, h251, h252) =STDEV.P(i245, i246, i247, i248, i249, i250, i251, i252) =STDEV.P(j245, j246, j247, j248, j249, j250, j251, j252) =STDEV.P(k245, k246, k247, k248, k249, k250, k251, k252) =STDEV.P(l245, l246, l247, l248, l249, l250, l251, l252) =STDEV.P(m245, m246, m247, m248, m249, m250, m251, m252) =STDEV.P(n245, n246, n247, n248, n249, n250, n251, n252) =STDEV.P(o245, o246, o247, o248, o249, o250, o251, o252) =STDEV.P(p245, p246, p247, p248, p249, p250, p251, p252) =STDEV.P(q245, q246, q247, q248, q249, q250, q251, q252) =STDEV.P(r245, r246, r247, r248, r249, r250, r251, r252) =STDEV.P(s245, s246, s247, s248, s249, s250, s251, s252) =STDEV.P(t245, t246, t247, t248, t249, t250, t251, t252)
+=AVERAGE(a253, a254, a255, a256, a257, a258, a259) =AVERAGE(b253, b254, b255, b256, b257, b258, b259) =AVERAGE(c253, c254, c255, c256, c257, c258, c259) =AVERAGE(d253, d254, d255, d256, d257, d258, d259) =AVERAGE(e253, e254, e255, e256, e257, e258, e259) =AVERAGE(f253, f254, f255, f256, f257, f258, f259) =AVERAGE(g253, g254, g255, g256, g257, g258, g259) =AVERAGE(h253, h254, h255, h256, h257, h258, h259) =AVERAGE(i253, i254, i255, i256, i257, i258, i259) =AVERAGE(j253, j254, j255, j256, j257, j258, j259) =AVERAGE(k253, k254, k255, k256, k257, k258, k259) =AVERAGE(l253, l254, l255, l256, l257, l258, l259) =AVERAGE(m253, m254, m255, m256, m257, m258, m259) =AVERAGE(n253, n254, n255, n256, n257, n258, n259) =AVERAGE(o253, o254, o255, o256, o257, o258, o259) =AVERAGE(p253, p254, p255, p256, p257, p258, p259) =AVERAGE(q253, q254, q255, q256, q257, q258, q259) =AVERAGE(r253, r254, r255, r256, r257, r258, r259) =AVERAGE(s253, s254, s255, s256, s257, s258, s259) =AVERAGE(t253, t254, t255, t256, t257, t258, t259) =STDEV.P(a253, a254, a255, a256, a257, a258, a259) =STDEV.P(b253, b254, b255, b256, b257, b258, b259) =STDEV.P(c253, c254, c255, c256, c257, c258, c259) =STDEV.P(d253, d254, d255, d256, d257, d258, d259) =STDEV.P(e253, e254, e255, e256, e257, e258, e259) =STDEV.P(f253, f254, f255, f256, f257, f258, f259) =STDEV.P(g253, g254, g255, g256, g257, g258, g259) =STDEV.P(h253, h254, h255, h256, h257, h258, h259) =STDEV.P(i253, i254, i255, i256, i257, i258, i259) =STDEV.P(j253, j254, j255, j256, j257, j258, j259) =STDEV.P(k253, k254, k255, k256, k257, k258, k259) =STDEV.P(l253, l254, l255, l256, l257, l258, l259) =STDEV.P(m253, m254, m255, m256, m257, m258, m259) =STDEV.P(n253, n254, n255, n256, n257, n258, n259) =STDEV.P(o253, o254, o255, o256, o257, o258, o259) =STDEV.P(p253, p254, p255, p256, p257, p258, p259) =STDEV.P(q253, q254, q255, q256, q257, q258, q259) =STDEV.P(r253, r254, r255, r256, r257, r258, r259) =STDEV.P(s253, s254, s255, s256, s257, s258, s259) =STDEV.P(t253, t254, t255, t256, t257, t258, t259)
+=AVERAGE(a260, a261, a262, a263, a264, a265, a266) =AVERAGE(b260, b261, b262, b263, b264, b265, b266) =AVERAGE(c260, c261, c262, c263, c264, c265, c266) =AVERAGE(d260, d261, d262, d263, d264, d265, d266) =AVERAGE(e260, e261, e262, e263, e264, e265, e266) =AVERAGE(f260, f261, f262, f263, f264, f265, f266) =AVERAGE(g260, g261, g262, g263, g264, g265, g266) =AVERAGE(h260, h261, h262, h263, h264, h265, h266) =AVERAGE(i260, i261, i262, i263, i264, i265, i266) =AVERAGE(j260, j261, j262, j263, j264, j265, j266) =AVERAGE(k260, k261, k262, k263, k264, k265, k266) =AVERAGE(l260, l261, l262, l263, l264, l265, l266) =AVERAGE(m260, m261, m262, m263, m264, m265, m266) =AVERAGE(n260, n261, n262, n263, n264, n265, n266) =AVERAGE(o260, o261, o262, o263, o264, o265, o266) =AVERAGE(p260, p261, p262, p263, p264, p265, p266) =AVERAGE(q260, q261, q262, q263, q264, q265, q266) =AVERAGE(r260, r261, r262, r263, r264, r265, r266) =AVERAGE(s260, s261, s262, s263, s264, s265, s266) =AVERAGE(t260, t261, t262, t263, t264, t265, t266) =STDEV.P(a260, a261, a262, a263, a264, a265, a266) =STDEV.P(b260, b261, b262, b263, b264, b265, b266) =STDEV.P(c260, c261, c262, c263, c264, c265, c266) =STDEV.P(d260, d261, d262, d263, d264, d265, d266) =STDEV.P(e260, e261, e262, e263, e264, e265, e266) =STDEV.P(f260, f261, f262, f263, f264, f265, f266) =STDEV.P(g260, g261, g262, g263, g264, g265, g266) =STDEV.P(h260, h261, h262, h263, h264, h265, h266) =STDEV.P(i260, i261, i262, i263, i264, i265, i266) =STDEV.P(j260, j261, j262, j263, j264, j265, j266) =STDEV.P(k260, k261, k262, k263, k264, k265, k266) =STDEV.P(l260, l261, l262, l263, l264, l265, l266) =STDEV.P(m260, m261, m262, m263, m264, m265, m266) =STDEV.P(n260, n261, n262, n263, n264, n265, n266) =STDEV.P(o260, o261, o262, o263, o264, o265, o266) =STDEV.P(p260, p261, p262, p263, p264, p265, p266) =STDEV.P(q260, q261, q262, q263, q264, q265, q266) =STDEV.P(r260, r261, r262, r263, r264, r265, r266) =STDEV.P(s260, s261, s262, s263, s264, s265, s266) =STDEV.P(t260, t261, t262, t263, t264, t265, t266)
+=AVERAGE(a267, a268, a269, a270, a271, a272) =AVERAGE(b267, b268, b269, b270, b271, b272) =AVERAGE(c267, c268, c269, c270, c271, c272) =AVERAGE(d267, d268, d269, d270, d271, d272) =AVERAGE(e267, e268, e269, e270, e271, e272) =AVERAGE(f267, f268, f269, f270, f271, f272) =AVERAGE(g267, g268, g269, g270, g271, g272) =AVERAGE(h267, h268, h269, h270, h271, h272) =AVERAGE(i267, i268, i269, i270, i271, i272) =AVERAGE(j267, j268, j269, j270, j271, j272) =AVERAGE(k267, k268, k269, k270, k271, k272) =AVERAGE(l267, l268, l269, l270, l271, l272) =AVERAGE(m267, m268, m269, m270, m271, m272) =AVERAGE(n267, n268, n269, n270, n271, n272) =AVERAGE(o267, o268, o269, o270, o271, o272) =AVERAGE(p267, p268, p269, p270, p271, p272) =AVERAGE(q267, q268, q269, q270, q271, q272) =AVERAGE(r267, r268, r269, r270, r271, r272) =AVERAGE(s267, s268, s269, s270, s271, s272) =AVERAGE(t267, t268, t269, t270, t271, t272) =STDEV.P(a267, a268, a269, a270, a271, a272) =STDEV.P(b267, b268, b269, b270, b271, b272) =STDEV.P(c267, c268, c269, c270, c271, c272) =STDEV.P(d267, d268, d269, d270, d271, d272) =STDEV.P(e267, e268, e269, e270, e271, e272) =STDEV.P(f267, f268, f269, f270, f271, f272) =STDEV.P(g267, g268, g269, g270, g271, g272) =STDEV.P(h267, h268, h269, h270, h271, h272) =STDEV.P(i267, i268, i269, i270, i271, i272) =STDEV.P(j267, j268, j269, j270, j271, j272) =STDEV.P(k267, k268, k269, k270, k271, k272) =STDEV.P(l267, l268, l269, l270, l271, l272) =STDEV.P(m267, m268, m269, m270, m271, m272) =STDEV.P(n267, n268, n269, n270, n271, n272) =STDEV.P(o267, o268, o269, o270, o271, o272) =STDEV.P(p267, p268, p269, p270, p271, p272) =STDEV.P(q267, q268, q269, q270, q271, q272) =STDEV.P(r267, r268, r269, r270, r271, r272) =STDEV.P(s267, s268, s269, s270, s271, s272) =STDEV.P(t267, t268, t269, t270, t271, t272)
+=AVERAGE(a273, a274, a275, a276, a277, a278) =AVERAGE(b273, b274, b275, b276, b277, b278) =AVERAGE(c273, c274, c275, c276, c277, c278) =AVERAGE(d273, d274, d275, d276, d277, d278) =AVERAGE(e273, e274, e275, e276, e277, e278) =AVERAGE(f273, f274, f275, f276, f277, f278) =AVERAGE(g273, g274, g275, g276, g277, g278) =AVERAGE(h273, h274, h275, h276, h277, h278) =AVERAGE(i273, i274, i275, i276, i277, i278) =AVERAGE(j273, j274, j275, j276, j277, j278) =AVERAGE(k273, k274, k275, k276, k277, k278) =AVERAGE(l273, l274, l275, l276, l277, l278) =AVERAGE(m273, m274, m275, m276, m277, m278) =AVERAGE(n273, n274, n275, n276, n277, n278) =AVERAGE(o273, o274, o275, o276, o277, o278) =AVERAGE(p273, p274, p275, p276, p277, p278) =AVERAGE(q273, q274, q275, q276, q277, q278) =AVERAGE(r273, r274, r275, r276, r277, r278) =AVERAGE(s273, s274, s275, s276, s277, s278) =AVERAGE(t273, t274, t275, t276, t277, t278) =STDEV.P(a273, a274, a275, a276, a277, a278) =STDEV.P(b273, b274, b275, b276, b277, b278) =STDEV.P(c273, c274, c275, c276, c277, c278) =STDEV.P(d273, d274, d275, d276, d277, d278) =STDEV.P(e273, e274, e275, e276, e277, e278) =STDEV.P(f273, f274, f275, f276, f277, f278) =STDEV.P(g273, g274, g275, g276, g277, g278) =STDEV.P(h273, h274, h275, h276, h277, h278) =STDEV.P(i273, i274, i275, i276, i277, i278) =STDEV.P(j273, j274, j275, j276, j277, j278) =STDEV.P(k273, k274, k275, k276, k277, k278) =STDEV.P(l273, l274, l275, l276, l277, l278) =STDEV.P(m273, m274, m275, m276, m277, m278) =STDEV.P(n273, n274, n275, n276, n277, n278) =STDEV.P(o273, o274, o275, o276, o277, o278) =STDEV.P(p273, p274, p275, p276, p277, p278) =STDEV.P(q273, q274, q275, q276, q277, q278) =STDEV.P(r273, r274, r275, r276, r277, r278) =STDEV.P(s273, s274, s275, s276, s277, s278) =STDEV.P(t273, t274, t275, t276, t277, t278)
+=AVERAGE(a279, a280, a281, a282, a283, a284) =AVERAGE(b279, b280, b281, b282, b283, b284) =AVERAGE(c279, c280, c281, c282, c283, c284) =AVERAGE(d279, d280, d281, d282, d283, d284) =AVERAGE(e279, e280, e281, e282, e283, e284) =AVERAGE(f279, f280, f281, f282, f283, f284) =AVERAGE(g279, g280, g281, g282, g283, g284) =AVERAGE(h279, h280, h281, h282, h283, h284) =AVERAGE(i279, i280, i281, i282, i283, i284) =AVERAGE(j279, j280, j281, j282, j283, j284) =AVERAGE(k279, k280, k281, k282, k283, k284) =AVERAGE(l279, l280, l281, l282, l283, l284) =AVERAGE(m279, m280, m281, m282, m283, m284) =AVERAGE(n279, n280, n281, n282, n283, n284) =AVERAGE(o279, o280, o281, o282, o283, o284) =AVERAGE(p279, p280, p281, p282, p283, p284) =AVERAGE(q279, q280, q281, q282, q283, q284) =AVERAGE(r279, r280, r281, r282, r283, r284) =AVERAGE(s279, s280, s281, s282, s283, s284) =AVERAGE(t279, t280, t281, t282, t283, t284) =STDEV.P(a279, a280, a281, a282, a283, a284) =STDEV.P(b279, b280, b281, b282, b283, b284) =STDEV.P(c279, c280, c281, c282, c283, c284) =STDEV.P(d279, d280, d281, d282, d283, d284) =STDEV.P(e279, e280, e281, e282, e283, e284) =STDEV.P(f279, f280, f281, f282, f283, f284) =STDEV.P(g279, g280, g281, g282, g283, g284) =STDEV.P(h279, h280, h281, h282, h283, h284) =STDEV.P(i279, i280, i281, i282, i283, i284) =STDEV.P(j279, j280, j281, j282, j283, j284) =STDEV.P(k279, k280, k281, k282, k283, k284) =STDEV.P(l279, l280, l281, l282, l283, l284) =STDEV.P(m279, m280, m281, m282, m283, m284) =STDEV.P(n279, n280, n281, n282, n283, n284) =STDEV.P(o279, o280, o281, o282, o283, o284) =STDEV.P(p279, p280, p281, p282, p283, p284) =STDEV.P(q279, q280, q281, q282, q283, q284) =STDEV.P(r279, r280, r281, r282, r283, r284) =STDEV.P(s279, s280, s281, s282, s283, s284) =STDEV.P(t279, t280, t281, t282, t283, t284)
+=AVERAGE(a285, a286, a287, a288, a289, a290) =AVERAGE(b285, b286, b287, b288, b289, b290) =AVERAGE(c285, c286, c287, c288, c289, c290) =AVERAGE(d285, d286, d287, d288, d289, d290) =AVERAGE(e285, e286, e287, e288, e289, e290) =AVERAGE(f285, f286, f287, f288, f289, f290) =AVERAGE(g285, g286, g287, g288, g289, g290) =AVERAGE(h285, h286, h287, h288, h289, h290) =AVERAGE(i285, i286, i287, i288, i289, i290) =AVERAGE(j285, j286, j287, j288, j289, j290) =AVERAGE(k285, k286, k287, k288, k289, k290) =AVERAGE(l285, l286, l287, l288, l289, l290) =AVERAGE(m285, m286, m287, m288, m289, m290) =AVERAGE(n285, n286, n287, n288, n289, n290) =AVERAGE(o285, o286, o287, o288, o289, o290) =AVERAGE(p285, p286, p287, p288, p289, p290) =AVERAGE(q285, q286, q287, q288, q289, q290) =AVERAGE(r285, r286, r287, r288, r289, r290) =AVERAGE(s285, s286, s287, s288, s289, s290) =AVERAGE(t285, t286, t287, t288, t289, t290) =STDEV.P(a285, a286, a287, a288, a289, a290) =STDEV.P(b285, b286, b287, b288, b289, b290) =STDEV.P(c285, c286, c287, c288, c289, c290) =STDEV.P(d285, d286, d287, d288, d289, d290) =STDEV.P(e285, e286, e287, e288, e289, e290) =STDEV.P(f285, f286, f287, f288, f289, f290) =STDEV.P(g285, g286, g287, g288, g289, g290) =STDEV.P(h285, h286, h287, h288, h289, h290) =STDEV.P(i285, i286, i287, i288, i289, i290) =STDEV.P(j285, j286, j287, j288, j289, j290) =STDEV.P(k285, k286, k287, k288, k289, k290) =STDEV.P(l285, l286, l287, l288, l289, l290) =STDEV.P(m285, m286, m287, m288, m289, m290) =STDEV.P(n285, n286, n287, n288, n289, n290) =STDEV.P(o285, o286, o287, o288, o289, o290) =STDEV.P(p285, p286, p287, p288, p289, p290) =STDEV.P(q285, q286, q287, q288, q289, q290) =STDEV.P(r285, r286, r287, r288, r289, r290) =STDEV.P(s285, s286, s287, s288, s289, s290) =STDEV.P(t285, t286, t287, t288, t289, t290)
+=AVERAGE(a291, a292, a293, a294, a295, a296) =AVERAGE(b291, b292, b293, b294, b295, b296) =AVERAGE(c291, c292, c293, c294, c295, c296) =AVERAGE(d291, d292, d293, d294, d295, d296) =AVERAGE(e291, e292, e293, e294, e295, e296) =AVERAGE(f291, f292, f293, f294, f295, f296) =AVERAGE(g291, g292, g293, g294, g295, g296) =AVERAGE(h291, h292, h293, h294, h295, h296) =AVERAGE(i291, i292, i293, i294, i295, i296) =AVERAGE(j291, j292, j293, j294, j295, j296) =AVERAGE(k291, k292, k293, k294, k295, k296) =AVERAGE(l291, l292, l293, l294, l295, l296) =AVERAGE(m291, m292, m293, m294, m295, m296) =AVERAGE(n291, n292, n293, n294, n295, n296) =AVERAGE(o291, o292, o293, o294, o295, o296) =AVERAGE(p291, p292, p293, p294, p295, p296) =AVERAGE(q291, q292, q293, q294, q295, q296) =AVERAGE(r291, r292, r293, r294, r295, r296) =AVERAGE(s291, s292, s293, s294, s295, s296) =AVERAGE(t291, t292, t293, t294, t295, t296) =STDEV.P(a291, a292, a293, a294, a295, a296) =STDEV.P(b291, b292, b293, b294, b295, b296) =STDEV.P(c291, c292, c293, c294, c295, c296) =STDEV.P(d291, d292, d293, d294, d295, d296) =STDEV.P(e291, e292, e293, e294, e295, e296) =STDEV.P(f291, f292, f293, f294, f295, f296) =STDEV.P(g291, g292, g293, g294, g295, g296) =STDEV.P(h291, h292, h293, h294, h295, h296) =STDEV.P(i291, i292, i293, i294, i295, i296) =STDEV.P(j291, j292, j293, j294, j295, j296) =STDEV.P(k291, k292, k293, k294, k295, k296) =STDEV.P(l291, l292, l293, l294, l295, l296) =STDEV.P(m291, m292, m293, m294, m295, m296) =STDEV.P(n291, n292, n293, n294, n295, n296) =STDEV.P(o291, o292, o293, o294, o295, o296) =STDEV.P(p291, p292, p293, p294, p295, p296) =STDEV.P(q291, q292, q293, q294, q295, q296) =STDEV.P(r291, r292, r293, r294, r295, r296) =STDEV.P(s291, s292, s293, s294, s295, s296) =STDEV.P(t291, t292, t293, t294, t295, t296)
+=AVERAGE(a297, a298, a299, a300, a301, a302) =AVERAGE(b297, b298, b299, b300, b301, b302) =AVERAGE(c297, c298, c299, c300, c301, c302) =AVERAGE(d297, d298, d299, d300, d301, d302) =AVERAGE(e297, e298, e299, e300, e301, e302) =AVERAGE(f297, f298, f299, f300, f301, f302) =AVERAGE(g297, g298, g299, g300, g301, g302) =AVERAGE(h297, h298, h299, h300, h301, h302) =AVERAGE(i297, i298, i299, i300, i301, i302) =AVERAGE(j297, j298, j299, j300, j301, j302) =AVERAGE(k297, k298, k299, k300, k301, k302) =AVERAGE(l297, l298, l299, l300, l301, l302) =AVERAGE(m297, m298, m299, m300, m301, m302) =AVERAGE(n297, n298, n299, n300, n301, n302) =AVERAGE(o297, o298, o299, o300, o301, o302) =AVERAGE(p297, p298, p299, p300, p301, p302) =AVERAGE(q297, q298, q299, q300, q301, q302) =AVERAGE(r297, r298, r299, r300, r301, r302) =AVERAGE(s297, s298, s299, s300, s301, s302) =AVERAGE(t297, t298, t299, t300, t301, t302) =STDEV.P(a297, a298, a299, a300, a301, a302) =STDEV.P(b297, b298, b299, b300, b301, b302) =STDEV.P(c297, c298, c299, c300, c301, c302) =STDEV.P(d297, d298, d299, d300, d301, d302) =STDEV.P(e297, e298, e299, e300, e301, e302) =STDEV.P(f297, f298, f299, f300, f301, f302) =STDEV.P(g297, g298, g299, g300, g301, g302) =STDEV.P(h297, h298, h299, h300, h301, h302) =STDEV.P(i297, i298, i299, i300, i301, i302) =STDEV.P(j297, j298, j299, j300, j301, j302) =STDEV.P(k297, k298, k299, k300, k301, k302) =STDEV.P(l297, l298, l299, l300, l301, l302) =STDEV.P(m297, m298, m299, m300, m301, m302) =STDEV.P(n297, n298, n299, n300, n301, n302) =STDEV.P(o297, o298, o299, o300, o301, o302) =STDEV.P(p297, p298, p299, p300, p301, p302) =STDEV.P(q297, q298, q299, q300, q301, q302) =STDEV.P(r297, r298, r299, r300, r301, r302) =STDEV.P(s297, s298, s299, s300, s301, s302) =STDEV.P(t297, t298, t299, t300, t301, t302)
+=AVERAGE(a303, a304, a305, a306, a307, a308) =AVERAGE(b303, b304, b305, b306, b307, b308) =AVERAGE(c303, c304, c305, c306, c307, c308) =AVERAGE(d303, d304, d305, d306, d307, d308) =AVERAGE(e303, e304, e305, e306, e307, e308) =AVERAGE(f303, f304, f305, f306, f307, f308) =AVERAGE(g303, g304, g305, g306, g307, g308) =AVERAGE(h303, h304, h305, h306, h307, h308) =AVERAGE(i303, i304, i305, i306, i307, i308) =AVERAGE(j303, j304, j305, j306, j307, j308) =AVERAGE(k303, k304, k305, k306, k307, k308) =AVERAGE(l303, l304, l305, l306, l307, l308) =AVERAGE(m303, m304, m305, m306, m307, m308) =AVERAGE(n303, n304, n305, n306, n307, n308) =AVERAGE(o303, o304, o305, o306, o307, o308) =AVERAGE(p303, p304, p305, p306, p307, p308) =AVERAGE(q303, q304, q305, q306, q307, q308) =AVERAGE(r303, r304, r305, r306, r307, r308) =AVERAGE(s303, s304, s305, s306, s307, s308) =AVERAGE(t303, t304, t305, t306, t307, t308) =STDEV.P(a303, a304, a305, a306, a307, a308) =STDEV.P(b303, b304, b305, b306, b307, b308) =STDEV.P(c303, c304, c305, c306, c307, c308) =STDEV.P(d303, d304, d305, d306, d307, d308) =STDEV.P(e303, e304, e305, e306, e307, e308) =STDEV.P(f303, f304, f305, f306, f307, f308) =STDEV.P(g303, g304, g305, g306, g307, g308) =STDEV.P(h303, h304, h305, h306, h307, h308) =STDEV.P(i303, i304, i305, i306, i307, i308) =STDEV.P(j303, j304, j305, j306, j307, j308) =STDEV.P(k303, k304, k305, k306, k307, k308) =STDEV.P(l303, l304, l305, l306, l307, l308) =STDEV.P(m303, m304, m305, m306, m307, m308) =STDEV.P(n303, n304, n305, n306, n307, n308) =STDEV.P(o303, o304, o305, o306, o307, o308) =STDEV.P(p303, p304, p305, p306, p307, p308) =STDEV.P(q303, q304, q305, q306, q307, q308) =STDEV.P(r303, r304, r305, r306, r307, r308) =STDEV.P(s303, s304, s305, s306, s307, s308) =STDEV.P(t303, t304, t305, t306, t307, t308)
+=AVERAGE(a309, a310, a311, a312, a313, a314) =AVERAGE(b309, b310, b311, b312, b313, b314) =AVERAGE(c309, c310, c311, c312, c313, c314) =AVERAGE(d309, d310, d311, d312, d313, d314) =AVERAGE(e309, e310, e311, e312, e313, e314) =AVERAGE(f309, f310, f311, f312, f313, f314) =AVERAGE(g309, g310, g311, g312, g313, g314) =AVERAGE(h309, h310, h311, h312, h313, h314) =AVERAGE(i309, i310, i311, i312, i313, i314) =AVERAGE(j309, j310, j311, j312, j313, j314) =AVERAGE(k309, k310, k311, k312, k313, k314) =AVERAGE(l309, l310, l311, l312, l313, l314) =AVERAGE(m309, m310, m311, m312, m313, m314) =AVERAGE(n309, n310, n311, n312, n313, n314) =AVERAGE(o309, o310, o311, o312, o313, o314) =AVERAGE(p309, p310, p311, p312, p313, p314) =AVERAGE(q309, q310, q311, q312, q313, q314) =AVERAGE(r309, r310, r311, r312, r313, r314) =AVERAGE(s309, s310, s311, s312, s313, s314) =AVERAGE(t309, t310, t311, t312, t313, t314) =STDEV.P(a309, a310, a311, a312, a313, a314) =STDEV.P(b309, b310, b311, b312, b313, b314) =STDEV.P(c309, c310, c311, c312, c313, c314) =STDEV.P(d309, d310, d311, d312, d313, d314) =STDEV.P(e309, e310, e311, e312, e313, e314) =STDEV.P(f309, f310, f311, f312, f313, f314) =STDEV.P(g309, g310, g311, g312, g313, g314) =STDEV.P(h309, h310, h311, h312, h313, h314) =STDEV.P(i309, i310, i311, i312, i313, i314) =STDEV.P(j309, j310, j311, j312, j313, j314) =STDEV.P(k309, k310, k311, k312, k313, k314) =STDEV.P(l309, l310, l311, l312, l313, l314) =STDEV.P(m309, m310, m311, m312, m313, m314) =STDEV.P(n309, n310, n311, n312, n313, n314) =STDEV.P(o309, o310, o311, o312, o313, o314) =STDEV.P(p309, p310, p311, p312, p313, p314) =STDEV.P(q309, q310, q311, q312, q313, q314) =STDEV.P(r309, r310, r311, r312, r313, r314) =STDEV.P(s309, s310, s311, s312, s313, s314) =STDEV.P(t309, t310, t311, t312, t313, t314)
+=AVERAGE(a315, a316, a317, a318, a319, a320) =AVERAGE(b315, b316, b317, b318, b319, b320) =AVERAGE(c315, c316, c317, c318, c319, c320) =AVERAGE(d315, d316, d317, d318, d319, d320) =AVERAGE(e315, e316, e317, e318, e319, e320) =AVERAGE(f315, f316, f317, f318, f319, f320) =AVERAGE(g315, g316, g317, g318, g319, g320) =AVERAGE(h315, h316, h317, h318, h319, h320) =AVERAGE(i315, i316, i317, i318, i319, i320) =AVERAGE(j315, j316, j317, j318, j319, j320) =AVERAGE(k315, k316, k317, k318, k319, k320) =AVERAGE(l315, l316, l317, l318, l319, l320) =AVERAGE(m315, m316, m317, m318, m319, m320) =AVERAGE(n315, n316, n317, n318, n319, n320) =AVERAGE(o315, o316, o317, o318, o319, o320) =AVERAGE(p315, p316, p317, p318, p319, p320) =AVERAGE(q315, q316, q317, q318, q319, q320) =AVERAGE(r315, r316, r317, r318, r319, r320) =AVERAGE(s315, s316, s317, s318, s319, s320) =AVERAGE(t315, t316, t317, t318, t319, t320) =STDEV.P(a315, a316, a317, a318, a319, a320) =STDEV.P(b315, b316, b317, b318, b319, b320) =STDEV.P(c315, c316, c317, c318, c319, c320) =STDEV.P(d315, d316, d317, d318, d319, d320) =STDEV.P(e315, e316, e317, e318, e319, e320) =STDEV.P(f315, f316, f317, f318, f319, f320) =STDEV.P(g315, g316, g317, g318, g319, g320) =STDEV.P(h315, h316, h317, h318, h319, h320) =STDEV.P(i315, i316, i317, i318, i319, i320) =STDEV.P(j315, j316, j317, j318, j319, j320) =STDEV.P(k315, k316, k317, k318, k319, k320) =STDEV.P(l315, l316, l317, l318, l319, l320) =STDEV.P(m315, m316, m317, m318, m319, m320) =STDEV.P(n315, n316, n317, n318, n319, n320) =STDEV.P(o315, o316, o317, o318, o319, o320) =STDEV.P(p315, p316, p317, p318, p319, p320) =STDEV.P(q315, q316, q317, q318, q319, q320) =STDEV.P(r315, r316, r317, r318, r319, r320) =STDEV.P(s315, s316, s317, s318, s319, s320) =STDEV.P(t315, t316, t317, t318, t319, t320)
+=AVERAGE(a321, a322, a323, a324, a325) =AVERAGE(b321, b322, b323, b324, b325) =AVERAGE(c321, c322, c323, c324, c325) =AVERAGE(d321, d322, d323, d324, d325) =AVERAGE(e321, e322, e323, e324, e325) =AVERAGE(f321, f322, f323, f324, f325) =AVERAGE(g321, g322, g323, g324, g325) =AVERAGE(h321, h322, h323, h324, h325) =AVERAGE(i321, i322, i323, i324, i325) =AVERAGE(j321, j322, j323, j324, j325) =AVERAGE(k321, k322, k323, k324, k325) =AVERAGE(l321, l322, l323, l324, l325) =AVERAGE(m321, m322, m323, m324, m325) =AVERAGE(n321, n322, n323, n324, n325) =AVERAGE(o321, o322, o323, o324, o325) =AVERAGE(p321, p322, p323, p324, p325) =AVERAGE(q321, q322, q323, q324, q325) =AVERAGE(r321, r322, r323, r324, r325) =AVERAGE(s321, s322, s323, s324, s325) =AVERAGE(t321, t322, t323, t324, t325) =STDEV.P(a321, a322, a323, a324, a325) =STDEV.P(b321, b322, b323, b324, b325) =STDEV.P(c321, c322, c323, c324, c325) =STDEV.P(d321, d322, d323, d324, d325) =STDEV.P(e321, e322, e323, e324, e325) =STDEV.P(f321, f322, f323, f324, f325) =STDEV.P(g321, g322, g323, g324, g325) =STDEV.P(h321, h322, h323, h324, h325) =STDEV.P(i321, i322, i323, i324, i325) =STDEV.P(j321, j322, j323, j324, j325) =STDEV.P(k321, k322, k323, k324, k325) =STDEV.P(l321, l322, l323, l324, l325) =STDEV.P(m321, m322, m323, m324, m325) =STDEV.P(n321, n322, n323, n324, n325) =STDEV.P(o321, o322, o323, o324, o325) =STDEV.P(p321, p322, p323, p324, p325) =STDEV.P(q321, q322, q323, q324, q325) =STDEV.P(r321, r322, r323, r324, r325) =STDEV.P(s321, s322, s323, s324, s325) =STDEV.P(t321, t322, t323, t324, t325)
+=AVERAGE(a326, a327, a328, a329, a330) =AVERAGE(b326, b327, b328, b329, b330) =AVERAGE(c326, c327, c328, c329, c330) =AVERAGE(d326, d327, d328, d329, d330) =AVERAGE(e326, e327, e328, e329, e330) =AVERAGE(f326, f327, f328, f329, f330) =AVERAGE(g326, g327, g328, g329, g330) =AVERAGE(h326, h327, h328, h329, h330) =AVERAGE(i326, i327, i328, i329, i330) =AVERAGE(j326, j327, j328, j329, j330) =AVERAGE(k326, k327, k328, k329, k330) =AVERAGE(l326, l327, l328, l329, l330) =AVERAGE(m326, m327, m328, m329, m330) =AVERAGE(n326, n327, n328, n329, n330) =AVERAGE(o326, o327, o328, o329, o330) =AVERAGE(p326, p327, p328, p329, p330) =AVERAGE(q326, q327, q328, q329, q330) =AVERAGE(r326, r327, r328, r329, r330) =AVERAGE(s326, s327, s328, s329, s330) =AVERAGE(t326, t327, t328, t329, t330) =STDEV.P(a326, a327, a328, a329, a330) =STDEV.P(b326, b327, b328, b329, b330) =STDEV.P(c326, c327, c328, c329, c330) =STDEV.P(d326, d327, d328, d329, d330) =STDEV.P(e326, e327, e328, e329, e330) =STDEV.P(f326, f327, f328, f329, f330) =STDEV.P(g326, g327, g328, g329, g330) =STDEV.P(h326, h327, h328, h329, h330) =STDEV.P(i326, i327, i328, i329, i330) =STDEV.P(j326, j327, j328, j329, j330) =STDEV.P(k326, k327, k328, k329, k330) =STDEV.P(l326, l327, l328, l329, l330) =STDEV.P(m326, m327, m328, m329, m330) =STDEV.P(n326, n327, n328, n329, n330) =STDEV.P(o326, o327, o328, o329, o330) =STDEV.P(p326, p327, p328, p329, p330) =STDEV.P(q326, q327, q328, q329, q330) =STDEV.P(r326, r327, r328, r329, r330) =STDEV.P(s326, s327, s328, s329, s330) =STDEV.P(t326, t327, t328, t329, t330)
+=AVERAGE(a331, a332, a333, a334, a335) =AVERAGE(b331, b332, b333, b334, b335) =AVERAGE(c331, c332, c333, c334, c335) =AVERAGE(d331, d332, d333, d334, d335) =AVERAGE(e331, e332, e333, e334, e335) =AVERAGE(f331, f332, f333, f334, f335) =AVERAGE(g331, g332, g333, g334, g335) =AVERAGE(h331, h332, h333, h334, h335) =AVERAGE(i331, i332, i333, i334, i335) =AVERAGE(j331, j332, j333, j334, j335) =AVERAGE(k331, k332, k333, k334, k335) =AVERAGE(l331, l332, l333, l334, l335) =AVERAGE(m331, m332, m333, m334, m335) =AVERAGE(n331, n332, n333, n334, n335) =AVERAGE(o331, o332, o333, o334, o335) =AVERAGE(p331, p332, p333, p334, p335) =AVERAGE(q331, q332, q333, q334, q335) =AVERAGE(r331, r332, r333, r334, r335) =AVERAGE(s331, s332, s333, s334, s335) =AVERAGE(t331, t332, t333, t334, t335) =STDEV.P(a331, a332, a333, a334, a335) =STDEV.P(b331, b332, b333, b334, b335) =STDEV.P(c331, c332, c333, c334, c335) =STDEV.P(d331, d332, d333, d334, d335) =STDEV.P(e331, e332, e333, e334, e335) =STDEV.P(f331, f332, f333, f334, f335) =STDEV.P(g331, g332, g333, g334, g335) =STDEV.P(h331, h332, h333, h334, h335) =STDEV.P(i331, i332, i333, i334, i335) =STDEV.P(j331, j332, j333, j334, j335) =STDEV.P(k331, k332, k333, k334, k335) =STDEV.P(l331, l332, l333, l334, l335) =STDEV.P(m331, m332, m333, m334, m335) =STDEV.P(n331, n332, n333, n334, n335) =STDEV.P(o331, o332, o333, o334, o335) =STDEV.P(p331, p332, p333, p334, p335) =STDEV.P(q331, q332, q333, q334, q335) =STDEV.P(r331, r332, r333, r334, r335) =STDEV.P(s331, s332, s333, s334, s335) =STDEV.P(t331, t332, t333, t334, t335)
+=AVERAGE(a336, a337, a338, a339, a340) =AVERAGE(b336, b337, b338, b339, b340) =AVERAGE(c336, c337, c338, c339, c340) =AVERAGE(d336, d337, d338, d339, d340) =AVERAGE(e336, e337, e338, e339, e340) =AVERAGE(f336, f337, f338, f339, f340) =AVERAGE(g336, g337, g338, g339, g340) =AVERAGE(h336, h337, h338, h339, h340) =AVERAGE(i336, i337, i338, i339, i340) =AVERAGE(j336, j337, j338, j339, j340) =AVERAGE(k336, k337, k338, k339, k340) =AVERAGE(l336, l337, l338, l339, l340) =AVERAGE(m336, m337, m338, m339, m340) =AVERAGE(n336, n337, n338, n339, n340) =AVERAGE(o336, o337, o338, o339, o340) =AVERAGE(p336, p337, p338, p339, p340) =AVERAGE(q336, q337, q338, q339, q340) =AVERAGE(r336, r337, r338, r339, r340) =AVERAGE(s336, s337, s338, s339, s340) =AVERAGE(t336, t337, t338, t339, t340) =STDEV.P(a336, a337, a338, a339, a340) =STDEV.P(b336, b337, b338, b339, b340) =STDEV.P(c336, c337, c338, c339, c340) =STDEV.P(d336, d337, d338, d339, d340) =STDEV.P(e336, e337, e338, e339, e340) =STDEV.P(f336, f337, f338, f339, f340) =STDEV.P(g336, g337, g338, g339, g340) =STDEV.P(h336, h337, h338, h339, h340) =STDEV.P(i336, i337, i338, i339, i340) =STDEV.P(j336, j337, j338, j339, j340) =STDEV.P(k336, k337, k338, k339, k340) =STDEV.P(l336, l337, l338, l339, l340) =STDEV.P(m336, m337, m338, m339, m340) =STDEV.P(n336, n337, n338, n339, n340) =STDEV.P(o336, o337, o338, o339, o340) =STDEV.P(p336, p337, p338, p339, p340) =STDEV.P(q336, q337, q338, q339, q340) =STDEV.P(r336, r337, r338, r339, r340) =STDEV.P(s336, s337, s338, s339, s340) =STDEV.P(t336, t337, t338, t339, t340)
+=AVERAGE(a341, a342, a343, a344, a345) =AVERAGE(b341, b342, b343, b344, b345) =AVERAGE(c341, c342, c343, c344, c345) =AVERAGE(d341, d342, d343, d344, d345) =AVERAGE(e341, e342, e343, e344, e345) =AVERAGE(f341, f342, f343, f344, f345) =AVERAGE(g341, g342, g343, g344, g345) =AVERAGE(h341, h342, h343, h344, h345) =AVERAGE(i341, i342, i343, i344, i345) =AVERAGE(j341, j342, j343, j344, j345) =AVERAGE(k341, k342, k343, k344, k345) =AVERAGE(l341, l342, l343, l344, l345) =AVERAGE(m341, m342, m343, m344, m345) =AVERAGE(n341, n342, n343, n344, n345) =AVERAGE(o341, o342, o343, o344, o345) =AVERAGE(p341, p342, p343, p344, p345) =AVERAGE(q341, q342, q343, q344, q345) =AVERAGE(r341, r342, r343, r344, r345) =AVERAGE(s341, s342, s343, s344, s345) =AVERAGE(t341, t342, t343, t344, t345) =STDEV.P(a341, a342, a343, a344, a345) =STDEV.P(b341, b342, b343, b344, b345) =STDEV.P(c341, c342, c343, c344, c345) =STDEV.P(d341, d342, d343, d344, d345) =STDEV.P(e341, e342, e343, e344, e345) =STDEV.P(f341, f342, f343, f344, f345) =STDEV.P(g341, g342, g343, g344, g345) =STDEV.P(h341, h342, h343, h344, h345) =STDEV.P(i341, i342, i343, i344, i345) =STDEV.P(j341, j342, j343, j344, j345) =STDEV.P(k341, k342, k343, k344, k345) =STDEV.P(l341, l342, l343, l344, l345) =STDEV.P(m341, m342, m343, m344, m345) =STDEV.P(n341, n342, n343, n344, n345) =STDEV.P(o341, o342, o343, o344, o345) =STDEV.P(p341, p342, p343, p344, p345) =STDEV.P(q341, q342, q343, q344, q345) =STDEV.P(r341, r342, r343, r344, r345) =STDEV.P(s341, s342, s343, s344, s345) =STDEV.P(t341, t342, t343, t344, t345)
+=AVERAGE(a346, a347, a348, a349, a350) =AVERAGE(b346, b347, b348, b349, b350) =AVERAGE(c346, c347, c348, c349, c350) =AVERAGE(d346, d347, d348, d349, d350) =AVERAGE(e346, e347, e348, e349, e350) =AVERAGE(f346, f347, f348, f349, f350) =AVERAGE(g346, g347, g348, g349, g350) =AVERAGE(h346, h347, h348, h349, h350) =AVERAGE(i346, i347, i348, i349, i350) =AVERAGE(j346, j347, j348, j349, j350) =AVERAGE(k346, k347, k348, k349, k350) =AVERAGE(l346, l347, l348, l349, l350) =AVERAGE(m346, m347, m348, m349, m350) =AVERAGE(n346, n347, n348, n349, n350) =AVERAGE(o346, o347, o348, o349, o350) =AVERAGE(p346, p347, p348, p349, p350) =AVERAGE(q346, q347, q348, q349, q350) =AVERAGE(r346, r347, r348, r349, r350) =AVERAGE(s346, s347, s348, s349, s350) =AVERAGE(t346, t347, t348, t349, t350) =STDEV.P(a346, a347, a348, a349, a350) =STDEV.P(b346, b347, b348, b349, b350) =STDEV.P(c346, c347, c348, c349, c350) =STDEV.P(d346, d347, d348, d349, d350) =STDEV.P(e346, e347, e348, e349, e350) =STDEV.P(f346, f347, f348, f349, f350) =STDEV.P(g346, g347, g348, g349, g350) =STDEV.P(h346, h347, h348, h349, h350) =STDEV.P(i346, i347, i348, i349, i350) =STDEV.P(j346, j347, j348, j349, j350) =STDEV.P(k346, k347, k348, k349, k350) =STDEV.P(l346, l347, l348, l349, l350) =STDEV.P(m346, m347, m348, m349, m350) =STDEV.P(n346, n347, n348, n349, n350) =STDEV.P(o346, o347, o348, o349, o350) =STDEV.P(p346, p347, p348, p349, p350) =STDEV.P(q346, q347, q348, q349, q350) =STDEV.P(r346, r347, r348, r349, r350) =STDEV.P(s346, s347, s348, s349, s350) =STDEV.P(t346, t347, t348, t349, t350)
+=AVERAGE(a351, a352, a353, a354, a355) =AVERAGE(b351, b352, b353, b354, b355) =AVERAGE(c351, c352, c353, c354, c355) =AVERAGE(d351, d352, d353, d354, d355) =AVERAGE(e351, e352, e353, e354, e355) =AVERAGE(f351, f352, f353, f354, f355) =AVERAGE(g351, g352, g353, g354, g355) =AVERAGE(h351, h352, h353, h354, h355) =AVERAGE(i351, i352, i353, i354, i355) =AVERAGE(j351, j352, j353, j354, j355) =AVERAGE(k351, k352, k353, k354, k355) =AVERAGE(l351, l352, l353, l354, l355) =AVERAGE(m351, m352, m353, m354, m355) =AVERAGE(n351, n352, n353, n354, n355) =AVERAGE(o351, o352, o353, o354, o355) =AVERAGE(p351, p352, p353, p354, p355) =AVERAGE(q351, q352, q353, q354, q355) =AVERAGE(r351, r352, r353, r354, r355) =AVERAGE(s351, s352, s353, s354, s355) =AVERAGE(t351, t352, t353, t354, t355) =STDEV.P(a351, a352, a353, a354, a355) =STDEV.P(b351, b352, b353, b354, b355) =STDEV.P(c351, c352, c353, c354, c355) =STDEV.P(d351, d352, d353, d354, d355) =STDEV.P(e351, e352, e353, e354, e355) =STDEV.P(f351, f352, f353, f354, f355) =STDEV.P(g351, g352, g353, g354, g355) =STDEV.P(h351, h352, h353, h354, h355) =STDEV.P(i351, i352, i353, i354, i355) =STDEV.P(j351, j352, j353, j354, j355) =STDEV.P(k351, k352, k353, k354, k355) =STDEV.P(l351, l352, l353, l354, l355) =STDEV.P(m351, m352, m353, m354, m355) =STDEV.P(n351, n352, n353, n354, n355) =STDEV.P(o351, o352, o353, o354, o355) =STDEV.P(p351, p352, p353, p354, p355) =STDEV.P(q351, q352, q353, q354, q355) =STDEV.P(r351, r352, r353, r354, r355) =STDEV.P(s351, s352, s353, s354, s355) =STDEV.P(t351, t352, t353, t354, t355)
+=AVERAGE(a356, a357, a358, a359, a360) =AVERAGE(b356, b357, b358, b359, b360) =AVERAGE(c356, c357, c358, c359, c360) =AVERAGE(d356, d357, d358, d359, d360) =AVERAGE(e356, e357, e358, e359, e360) =AVERAGE(f356, f357, f358, f359, f360) =AVERAGE(g356, g357, g358, g359, g360) =AVERAGE(h356, h357, h358, h359, h360) =AVERAGE(i356, i357, i358, i359, i360) =AVERAGE(j356, j357, j358, j359, j360) =AVERAGE(k356, k357, k358, k359, k360) =AVERAGE(l356, l357, l358, l359, l360) =AVERAGE(m356, m357, m358, m359, m360) =AVERAGE(n356, n357, n358, n359, n360) =AVERAGE(o356, o357, o358, o359, o360) =AVERAGE(p356, p357, p358, p359, p360) =AVERAGE(q356, q357, q358, q359, q360) =AVERAGE(r356, r357, r358, r359, r360) =AVERAGE(s356, s357, s358, s359, s360) =AVERAGE(t356, t357, t358, t359, t360) =STDEV.P(a356, a357, a358, a359, a360) =STDEV.P(b356, b357, b358, b359, b360) =STDEV.P(c356, c357, c358, c359, c360) =STDEV.P(d356, d357, d358, d359, d360) =STDEV.P(e356, e357, e358, e359, e360) =STDEV.P(f356, f357, f358, f359, f360) =STDEV.P(g356, g357, g358, g359, g360) =STDEV.P(h356, h357, h358, h359, h360) =STDEV.P(i356, i357, i358, i359, i360) =STDEV.P(j356, j357, j358, j359, j360) =STDEV.P(k356, k357, k358, k359, k360) =STDEV.P(l356, l357, l358, l359, l360) =STDEV.P(m356, m357, m358, m359, m360) =STDEV.P(n356, n357, n358, n359, n360) =STDEV.P(o356, o357, o358, o359, o360) =STDEV.P(p356, p357, p358, p359, p360) =STDEV.P(q356, q357, q358, q359, q360) =STDEV.P(r356, r357, r358, r359, r360) =STDEV.P(s356, s357, s358, s359, s360) =STDEV.P(t356, t357, t358, t359, t360)
+=AVERAGE(a361, a362, a363, a364, a365) =AVERAGE(b361, b362, b363, b364, b365) =AVERAGE(c361, c362, c363, c364, c365) =AVERAGE(d361, d362, d363, d364, d365) =AVERAGE(e361, e362, e363, e364, e365) =AVERAGE(f361, f362, f363, f364, f365) =AVERAGE(g361, g362, g363, g364, g365) =AVERAGE(h361, h362, h363, h364, h365) =AVERAGE(i361, i362, i363, i364, i365) =AVERAGE(j361, j362, j363, j364, j365) =AVERAGE(k361, k362, k363, k364, k365) =AVERAGE(l361, l362, l363, l364, l365) =AVERAGE(m361, m362, m363, m364, m365) =AVERAGE(n361, n362, n363, n364, n365) =AVERAGE(o361, o362, o363, o364, o365) =AVERAGE(p361, p362, p363, p364, p365) =AVERAGE(q361, q362, q363, q364, q365) =AVERAGE(r361, r362, r363, r364, r365) =AVERAGE(s361, s362, s363, s364, s365) =AVERAGE(t361, t362, t363, t364, t365) =STDEV.P(a361, a362, a363, a364, a365) =STDEV.P(b361, b362, b363, b364, b365) =STDEV.P(c361, c362, c363, c364, c365) =STDEV.P(d361, d362, d363, d364, d365) =STDEV.P(e361, e362, e363, e364, e365) =STDEV.P(f361, f362, f363, f364, f365) =STDEV.P(g361, g362, g363, g364, g365) =STDEV.P(h361, h362, h363, h364, h365) =STDEV.P(i361, i362, i363, i364, i365) =STDEV.P(j361, j362, j363, j364, j365) =STDEV.P(k361, k362, k363, k364, k365) =STDEV.P(l361, l362, l363, l364, l365) =STDEV.P(m361, m362, m363, m364, m365) =STDEV.P(n361, n362, n363, n364, n365) =STDEV.P(o361, o362, o363, o364, o365) =STDEV.P(p361, p362, p363, p364, p365) =STDEV.P(q361, q362, q363, q364, q365) =STDEV.P(r361, r362, r363, r364, r365) =STDEV.P(s361, s362, s363, s364, s365) =STDEV.P(t361, t362, t363, t364, t365)
+=AVERAGE(a366, a367, a368, a369, a370) =AVERAGE(b366, b367, b368, b369, b370) =AVERAGE(c366, c367, c368, c369, c370) =AVERAGE(d366, d367, d368, d369, d370) =AVERAGE(e366, e367, e368, e369, e370) =AVERAGE(f366, f367, f368, f369, f370) =AVERAGE(g366, g367, g368, g369, g370) =AVERAGE(h366, h367, h368, h369, h370) =AVERAGE(i366, i367, i368, i369, i370) =AVERAGE(j366, j367, j368, j369, j370) =AVERAGE(k366, k367, k368, k369, k370) =AVERAGE(l366, l367, l368, l369, l370) =AVERAGE(m366, m367, m368, m369, m370) =AVERAGE(n366, n367, n368, n369, n370) =AVERAGE(o366, o367, o368, o369, o370) =AVERAGE(p366, p367, p368, p369, p370) =AVERAGE(q366, q367, q368, q369, q370) =AVERAGE(r366, r367, r368, r369, r370) =AVERAGE(s366, s367, s368, s369, s370) =AVERAGE(t366, t367, t368, t369, t370) =STDEV.P(a366, a367, a368, a369, a370) =STDEV.P(b366, b367, b368, b369, b370) =STDEV.P(c366, c367, c368, c369, c370) =STDEV.P(d366, d367, d368, d369, d370) =STDEV.P(e366, e367, e368, e369, e370) =STDEV.P(f366, f367, f368, f369, f370) =STDEV.P(g366, g367, g368, g369, g370) =STDEV.P(h366, h367, h368, h369, h370) =STDEV.P(i366, i367, i368, i369, i370) =STDEV.P(j366, j367, j368, j369, j370) =STDEV.P(k366, k367, k368, k369, k370) =STDEV.P(l366, l367, l368, l369, l370) =STDEV.P(m366, m367, m368, m369, m370) =STDEV.P(n366, n367, n368, n369, n370) =STDEV.P(o366, o367, o368, o369, o370) =STDEV.P(p366, p367, p368, p369, p370) =STDEV.P(q366, q367, q368, q369, q370) =STDEV.P(r366, r367, r368, r369, r370) =STDEV.P(s366, s367, s368, s369, s370) =STDEV.P(t366, t367, t368, t369, t370)
+=AVERAGE(a371, a372, a373, a374, a375) =AVERAGE(b371, b372, b373, b374, b375) =AVERAGE(c371, c372, c373, c374, c375) =AVERAGE(d371, d372, d373, d374, d375) =AVERAGE(e371, e372, e373, e374, e375) =AVERAGE(f371, f372, f373, f374, f375) =AVERAGE(g371, g372, g373, g374, g375) =AVERAGE(h371, h372, h373, h374, h375) =AVERAGE(i371, i372, i373, i374, i375) =AVERAGE(j371, j372, j373, j374, j375) =AVERAGE(k371, k372, k373, k374, k375) =AVERAGE(l371, l372, l373, l374, l375) =AVERAGE(m371, m372, m373, m374, m375) =AVERAGE(n371, n372, n373, n374, n375) =AVERAGE(o371, o372, o373, o374, o375) =AVERAGE(p371, p372, p373, p374, p375) =AVERAGE(q371, q372, q373, q374, q375) =AVERAGE(r371, r372, r373, r374, r375) =AVERAGE(s371, s372, s373, s374, s375) =AVERAGE(t371, t372, t373, t374, t375) =STDEV.P(a371, a372, a373, a374, a375) =STDEV.P(b371, b372, b373, b374, b375) =STDEV.P(c371, c372, c373, c374, c375) =STDEV.P(d371, d372, d373, d374, d375) =STDEV.P(e371, e372, e373, e374, e375) =STDEV.P(f371, f372, f373, f374, f375) =STDEV.P(g371, g372, g373, g374, g375) =STDEV.P(h371, h372, h373, h374, h375) =STDEV.P(i371, i372, i373, i374, i375) =STDEV.P(j371, j372, j373, j374, j375) =STDEV.P(k371, k372, k373, k374, k375) =STDEV.P(l371, l372, l373, l374, l375) =STDEV.P(m371, m372, m373, m374, m375) =STDEV.P(n371, n372, n373, n374, n375) =STDEV.P(o371, o372, o373, o374, o375) =STDEV.P(p371, p372, p373, p374, p375) =STDEV.P(q371, q372, q373, q374, q375) =STDEV.P(r371, r372, r373, r374, r375) =STDEV.P(s371, s372, s373, s374, s375) =STDEV.P(t371, t372, t373, t374, t375)
+=AVERAGE(a376, a377, a378, a379, a380) =AVERAGE(b376, b377, b378, b379, b380) =AVERAGE(c376, c377, c378, c379, c380) =AVERAGE(d376, d377, d378, d379, d380) =AVERAGE(e376, e377, e378, e379, e380) =AVERAGE(f376, f377, f378, f379, f380) =AVERAGE(g376, g377, g378, g379, g380) =AVERAGE(h376, h377, h378, h379, h380) =AVERAGE(i376, i377, i378, i379, i380) =AVERAGE(j376, j377, j378, j379, j380) =AVERAGE(k376, k377, k378, k379, k380) =AVERAGE(l376, l377, l378, l379, l380) =AVERAGE(m376, m377, m378, m379, m380) =AVERAGE(n376, n377, n378, n379, n380) =AVERAGE(o376, o377, o378, o379, o380) =AVERAGE(p376, p377, p378, p379, p380) =AVERAGE(q376, q377, q378, q379, q380) =AVERAGE(r376, r377, r378, r379, r380) =AVERAGE(s376, s377, s378, s379, s380) =AVERAGE(t376, t377, t378, t379, t380) =STDEV.P(a376, a377, a378, a379, a380) =STDEV.P(b376, b377, b378, b379, b380) =STDEV.P(c376, c377, c378, c379, c380) =STDEV.P(d376, d377, d378, d379, d380) =STDEV.P(e376, e377, e378, e379, e380) =STDEV.P(f376, f377, f378, f379, f380) =STDEV.P(g376, g377, g378, g379, g380) =STDEV.P(h376, h377, h378, h379, h380) =STDEV.P(i376, i377, i378, i379, i380) =STDEV.P(j376, j377, j378, j379, j380) =STDEV.P(k376, k377, k378, k379, k380) =STDEV.P(l376, l377, l378, l379, l380) =STDEV.P(m376, m377, m378, m379, m380) =STDEV.P(n376, n377, n378, n379, n380) =STDEV.P(o376, o377, o378, o379, o380) =STDEV.P(p376, p377, p378, p379, p380) =STDEV.P(q376, q377, q378, q379, q380) =STDEV.P(r376, r377, r378, r379, r380) =STDEV.P(s376, s377, s378, s379, s380) =STDEV.P(t376, t377, t378, t379, t380)
+=AVERAGE(a381, a382, a383, a384, a385) =AVERAGE(b381, b382, b383, b384, b385) =AVERAGE(c381, c382, c383, c384, c385) =AVERAGE(d381, d382, d383, d384, d385) =AVERAGE(e381, e382, e383, e384, e385) =AVERAGE(f381, f382, f383, f384, f385) =AVERAGE(g381, g382, g383, g384, g385) =AVERAGE(h381, h382, h383, h384, h385) =AVERAGE(i381, i382, i383, i384, i385) =AVERAGE(j381, j382, j383, j384, j385) =AVERAGE(k381, k382, k383, k384, k385) =AVERAGE(l381, l382, l383, l384, l385) =AVERAGE(m381, m382, m383, m384, m385) =AVERAGE(n381, n382, n383, n384, n385) =AVERAGE(o381, o382, o383, o384, o385) =AVERAGE(p381, p382, p383, p384, p385) =AVERAGE(q381, q382, q383, q384, q385) =AVERAGE(r381, r382, r383, r384, r385) =AVERAGE(s381, s382, s383, s384, s385) =AVERAGE(t381, t382, t383, t384, t385) =STDEV.P(a381, a382, a383, a384, a385) =STDEV.P(b381, b382, b383, b384, b385) =STDEV.P(c381, c382, c383, c384, c385) =STDEV.P(d381, d382, d383, d384, d385) =STDEV.P(e381, e382, e383, e384, e385) =STDEV.P(f381, f382, f383, f384, f385) =STDEV.P(g381, g382, g383, g384, g385) =STDEV.P(h381, h382, h383, h384, h385) =STDEV.P(i381, i382, i383, i384, i385) =STDEV.P(j381, j382, j383, j384, j385) =STDEV.P(k381, k382, k383, k384, k385) =STDEV.P(l381, l382, l383, l384, l385) =STDEV.P(m381, m382, m383, m384, m385) =STDEV.P(n381, n382, n383, n384, n385) =STDEV.P(o381, o382, o383, o384, o385) =STDEV.P(p381, p382, p383, p384, p385) =STDEV.P(q381, q382, q383, q384, q385) =STDEV.P(r381, r382, r383, r384, r385) =STDEV.P(s381, s382, s383, s384, s385) =STDEV.P(t381, t382, t383, t384, t385)
+=AVERAGE(a386, a387, a388, a389, a390) =AVERAGE(b386, b387, b388, b389, b390) =AVERAGE(c386, c387, c388, c389, c390) =AVERAGE(d386, d387, d388, d389, d390) =AVERAGE(e386, e387, e388, e389, e390) =AVERAGE(f386, f387, f388, f389, f390) =AVERAGE(g386, g387, g388, g389, g390) =AVERAGE(h386, h387, h388, h389, h390) =AVERAGE(i386, i387, i388, i389, i390) =AVERAGE(j386, j387, j388, j389, j390) =AVERAGE(k386, k387, k388, k389, k390) =AVERAGE(l386, l387, l388, l389, l390) =AVERAGE(m386, m387, m388, m389, m390) =AVERAGE(n386, n387, n388, n389, n390) =AVERAGE(o386, o387, o388, o389, o390) =AVERAGE(p386, p387, p388, p389, p390) =AVERAGE(q386, q387, q388, q389, q390) =AVERAGE(r386, r387, r388, r389, r390) =AVERAGE(s386, s387, s388, s389, s390) =AVERAGE(t386, t387, t388, t389, t390) =STDEV.P(a386, a387, a388, a389, a390) =STDEV.P(b386, b387, b388, b389, b390) =STDEV.P(c386, c387, c388, c389, c390) =STDEV.P(d386, d387, d388, d389, d390) =STDEV.P(e386, e387, e388, e389, e390) =STDEV.P(f386, f387, f388, f389, f390) =STDEV.P(g386, g387, g388, g389, g390) =STDEV.P(h386, h387, h388, h389, h390) =STDEV.P(i386, i387, i388, i389, i390) =STDEV.P(j386, j387, j388, j389, j390) =STDEV.P(k386, k387, k388, k389, k390) =STDEV.P(l386, l387, l388, l389, l390) =STDEV.P(m386, m387, m388, m389, m390) =STDEV.P(n386, n387, n388, n389, n390) =STDEV.P(o386, o387, o388, o389, o390) =STDEV.P(p386, p387, p388, p389, p390) =STDEV.P(q386, q387, q388, q389, q390) =STDEV.P(r386, r387, r388, r389, r390) =STDEV.P(s386, s387, s388, s389, s390) =STDEV.P(t386, t387, t388, t389, t390)
+=AVERAGE(a391, a392, a393, a394) =AVERAGE(b391, b392, b393, b394) =AVERAGE(c391, c392, c393, c394) =AVERAGE(d391, d392, d393, d394) =AVERAGE(e391, e392, e393, e394) =AVERAGE(f391, f392, f393, f394) =AVERAGE(g391, g392, g393, g394) =AVERAGE(h391, h392, h393, h394) =AVERAGE(i391, i392, i393, i394) =AVERAGE(j391, j392, j393, j394) =AVERAGE(k391, k392, k393, k394) =AVERAGE(l391, l392, l393, l394) =AVERAGE(m391, m392, m393, m394) =AVERAGE(n391, n392, n393, n394) =AVERAGE(o391, o392, o393, o394) =AVERAGE(p391, p392, p393, p394) =AVERAGE(q391, q392, q393, q394) =AVERAGE(r391, r392, r393, r394) =AVERAGE(s391, s392, s393, s394) =AVERAGE(t391, t392, t393, t394) =STDEV.P(a391, a392, a393, a394) =STDEV.P(b391, b392, b393, b394) =STDEV.P(c391, c392, c393, c394) =STDEV.P(d391, d392, d393, d394) =STDEV.P(e391, e392, e393, e394) =STDEV.P(f391, f392, f393, f394) =STDEV.P(g391, g392, g393, g394) =STDEV.P(h391, h392, h393, h394) =STDEV.P(i391, i392, i393, i394) =STDEV.P(j391, j392, j393, j394) =STDEV.P(k391, k392, k393, k394) =STDEV.P(l391, l392, l393, l394) =STDEV.P(m391, m392, m393, m394) =STDEV.P(n391, n392, n393, n394) =STDEV.P(o391, o392, o393, o394) =STDEV.P(p391, p392, p393, p394) =STDEV.P(q391, q392, q393, q394) =STDEV.P(r391, r392, r393, r394) =STDEV.P(s391, s392, s393, s394) =STDEV.P(t391, t392, t393, t394)
+=AVERAGE(a395, a396, a397, a398) =AVERAGE(b395, b396, b397, b398) =AVERAGE(c395, c396, c397, c398) =AVERAGE(d395, d396, d397, d398) =AVERAGE(e395, e396, e397, e398) =AVERAGE(f395, f396, f397, f398) =AVERAGE(g395, g396, g397, g398) =AVERAGE(h395, h396, h397, h398) =AVERAGE(i395, i396, i397, i398) =AVERAGE(j395, j396, j397, j398) =AVERAGE(k395, k396, k397, k398) =AVERAGE(l395, l396, l397, l398) =AVERAGE(m395, m396, m397, m398) =AVERAGE(n395, n396, n397, n398) =AVERAGE(o395, o396, o397, o398) =AVERAGE(p395, p396, p397, p398) =AVERAGE(q395, q396, q397, q398) =AVERAGE(r395, r396, r397, r398) =AVERAGE(s395, s396, s397, s398) =AVERAGE(t395, t396, t397, t398) =STDEV.P(a395, a396, a397, a398) =STDEV.P(b395, b396, b397, b398) =STDEV.P(c395, c396, c397, c398) =STDEV.P(d395, d396, d397, d398) =STDEV.P(e395, e396, e397, e398) =STDEV.P(f395, f396, f397, f398) =STDEV.P(g395, g396, g397, g398) =STDEV.P(h395, h396, h397, h398) =STDEV.P(i395, i396, i397, i398) =STDEV.P(j395, j396, j397, j398) =STDEV.P(k395, k396, k397, k398) =STDEV.P(l395, l396, l397, l398) =STDEV.P(m395, m396, m397, m398) =STDEV.P(n395, n396, n397, n398) =STDEV.P(o395, o396, o397, o398) =STDEV.P(p395, p396, p397, p398) =STDEV.P(q395, q396, q397, q398) =STDEV.P(r395, r396, r397, r398) =STDEV.P(s395, s396, s397, s398) =STDEV.P(t395, t396, t397, t398)
+=AVERAGE(a399, a400, a401, a402) =AVERAGE(b399, b400, b401, b402) =AVERAGE(c399, c400, c401, c402) =AVERAGE(d399, d400, d401, d402) =AVERAGE(e399, e400, e401, e402) =AVERAGE(f399, f400, f401, f402) =AVERAGE(g399, g400, g401, g402) =AVERAGE(h399, h400, h401, h402) =AVERAGE(i399, i400, i401, i402) =AVERAGE(j399, j400, j401, j402) =AVERAGE(k399, k400, k401, k402) =AVERAGE(l399, l400, l401, l402) =AVERAGE(m399, m400, m401, m402) =AVERAGE(n399, n400, n401, n402) =AVERAGE(o399, o400, o401, o402) =AVERAGE(p399, p400, p401, p402) =AVERAGE(q399, q400, q401, q402) =AVERAGE(r399, r400, r401, r402) =AVERAGE(s399, s400, s401, s402) =AVERAGE(t399, t400, t401, t402) =STDEV.P(a399, a400, a401, a402) =STDEV.P(b399, b400, b401, b402) =STDEV.P(c399, c400, c401, c402) =STDEV.P(d399, d400, d401, d402) =STDEV.P(e399, e400, e401, e402) =STDEV.P(f399, f400, f401, f402) =STDEV.P(g399, g400, g401, g402) =STDEV.P(h399, h400, h401, h402) =STDEV.P(i399, i400, i401, i402) =STDEV.P(j399, j400, j401, j402) =STDEV.P(k399, k400, k401, k402) =STDEV.P(l399, l400, l401, l402) =STDEV.P(m399, m400, m401, m402) =STDEV.P(n399, n400, n401, n402) =STDEV.P(o399, o400, o401, o402) =STDEV.P(p399, p400, p401, p402) =STDEV.P(q399, q400, q401, q402) =STDEV.P(r399, r400, r401, r402) =STDEV.P(s399, s400, s401, s402) =STDEV.P(t399, t400, t401, t402)
+=AVERAGE(a403, a404, a405, a406) =AVERAGE(b403, b404, b405, b406) =AVERAGE(c403, c404, c405, c406) =AVERAGE(d403, d404, d405, d406) =AVERAGE(e403, e404, e405, e406) =AVERAGE(f403, f404, f405, f406) =AVERAGE(g403, g404, g405, g406) =AVERAGE(h403, h404, h405, h406) =AVERAGE(i403, i404, i405, i406) =AVERAGE(j403, j404, j405, j406) =AVERAGE(k403, k404, k405, k406) =AVERAGE(l403, l404, l405, l406) =AVERAGE(m403, m404, m405, m406) =AVERAGE(n403, n404, n405, n406) =AVERAGE(o403, o404, o405, o406) =AVERAGE(p403, p404, p405, p406) =AVERAGE(q403, q404, q405, q406) =AVERAGE(r403, r404, r405, r406) =AVERAGE(s403, s404, s405, s406) =AVERAGE(t403, t404, t405, t406) =STDEV.P(a403, a404, a405, a406) =STDEV.P(b403, b404, b405, b406) =STDEV.P(c403, c404, c405, c406) =STDEV.P(d403, d404, d405, d406) =STDEV.P(e403, e404, e405, e406) =STDEV.P(f403, f404, f405, f406) =STDEV.P(g403, g404, g405, g406) =STDEV.P(h403, h404, h405, h406) =STDEV.P(i403, i404, i405, i406) =STDEV.P(j403, j404, j405, j406) =STDEV.P(k403, k404, k405, k406) =STDEV.P(l403, l404, l405, l406) =STDEV.P(m403, m404, m405, m406) =STDEV.P(n403, n404, n405, n406) =STDEV.P(o403, o404, o405, o406) =STDEV.P(p403, p404, p405, p406) =STDEV.P(q403, q404, q405, q406) =STDEV.P(r403, r404, r405, r406) =STDEV.P(s403, s404, s405, s406) =STDEV.P(t403, t404, t405, t406)
+=AVERAGE(a407, a408, a409, a410) =AVERAGE(b407, b408, b409, b410) =AVERAGE(c407, c408, c409, c410) =AVERAGE(d407, d408, d409, d410) =AVERAGE(e407, e408, e409, e410) =AVERAGE(f407, f408, f409, f410) =AVERAGE(g407, g408, g409, g410) =AVERAGE(h407, h408, h409, h410) =AVERAGE(i407, i408, i409, i410) =AVERAGE(j407, j408, j409, j410) =AVERAGE(k407, k408, k409, k410) =AVERAGE(l407, l408, l409, l410) =AVERAGE(m407, m408, m409, m410) =AVERAGE(n407, n408, n409, n410) =AVERAGE(o407, o408, o409, o410) =AVERAGE(p407, p408, p409, p410) =AVERAGE(q407, q408, q409, q410) =AVERAGE(r407, r408, r409, r410) =AVERAGE(s407, s408, s409, s410) =AVERAGE(t407, t408, t409, t410) =STDEV.P(a407, a408, a409, a410) =STDEV.P(b407, b408, b409, b410) =STDEV.P(c407, c408, c409, c410) =STDEV.P(d407, d408, d409, d410) =STDEV.P(e407, e408, e409, e410) =STDEV.P(f407, f408, f409, f410) =STDEV.P(g407, g408, g409, g410) =STDEV.P(h407, h408, h409, h410) =STDEV.P(i407, i408, i409, i410) =STDEV.P(j407, j408, j409, j410) =STDEV.P(k407, k408, k409, k410) =STDEV.P(l407, l408, l409, l410) =STDEV.P(m407, m408, m409, m410) =STDEV.P(n407, n408, n409, n410) =STDEV.P(o407, o408, o409, o410) =STDEV.P(p407, p408, p409, p410) =STDEV.P(q407, q408, q409, q410) =STDEV.P(r407, r408, r409, r410) =STDEV.P(s407, s408, s409, s410) =STDEV.P(t407, t408, t409, t410)
+
+0 0 0 0.0001 0 12.869 3.638 17 4 17 6 0 0.0001 0 12.869 3.638 17 4 17 6
+0 0 0 0.0001 0 12.884 3.639 7 3 15 4 0 0.0001 0 12.884 3.639 7 3 15 4
+0 0 0 0.0001 0 13.175 3.694 5 2 46 6 0 0.0001 0 13.175 3.694 5 2 46 6
+0 0 0 0.0001 0 12.975 3.669 14 3 32 5 0 0.0001 0 12.975 3.669 14 3 32 5
+0 0 0 0.0001 0 12.891 3.639 21 4 10 5 0 0.0001 0 12.891 3.639 21 4 10 5
+0 0 0 0.0001 0 12.913 3.682 8 3 9 4 0 0.0001 0 12.913 3.682 8 3 9 4
+0 0 0 0.0001 0 12.914 3.654 22 6 41 6 0 0.0001 0 12.914 3.654 22 6 41 6
+0 0 0 0.0001 0 13.01 3.668 7 4 18 5 0 0.0001 0 13.01 3.668 7 4 18 5
+0 0 0 0.0001 0 13.19 3.688 30 6 36 6 0 0.0001 0 13.19 3.688 30 6 36 6
+0 0 0 0.0002 0 13.002 3.684 12 6 8 3 0 0.0002 0 13.002 3.684 12 6 8 3
+1 0 0 0.0001 0 12.442 3.878 17 4 21 9 0 0.0001 0 12.655 3.758 17 4 17 6
+1 0 0 0.0001 0 11.964 3.784 7 3 5 3 0 0.0001 0 12.424 3.711 7 3 15 4
+1 0 0 0.0001 0 12.259 3.852 5 2 4 2 0 0.0001 0 12.717 3.773 5 2 46 6
+1 0 0 0.0001 0 12.263 3.852 7 2 18 8 0 0.0001 0 12.619 3.76 7 2 18 8
+1 0 0 0.0001 0 12.27 3.861 13 6 5 3 0 0.0001 0 12.58 3.75 13 6 10 5
+1 0 0 0.0001 0 12.281 3.897 8 3 12 5 0 0.0001 0 12.597 3.79 8 3 9 4
+1 0 0 0.0001 0 12.03 3.802 22 6 31 6 0 0.0001 0 12.472 3.728 22 6 41 6
+1 0 0 0.0001 0 12.571 3.904 7 4 27 7 0 0.0001 0 12.791 3.786 7 4 27 7
+1 0 0 0.0001 0 12.478 3.919 30 6 11 4 0 0.0001 0 12.834 3.803 30 6 36 6
+1 0 0 0.0004 0 12.407 3.877 18 9 39 8 0 0.0004 0 12.704 3.78 18 9 39 8
+2 0 0 0.0001 0 12.755 4.078 17 4 15 7 0 0.0001 0 12.689 3.864 17 4 17 6
+2 0 0 0.0001 0 11.691 3.847 7 3 29 8 0 0.0001 0 12.18 3.757 7 3 15 4
+2 0 0 0.0001 0 12.419 4.006 12 5 5 3 0 0.0001 0 12.618 3.851 12 5 46 6
+2 0 0 0.0001 0 12.387 4.023 20 7 4 2 0 0.0001 0 12.541 3.848 20 7 4 2
+2 0 0 0.0002 0 12.414 4.013 20 10 13 5 0 0.0002 0 12.525 3.838 20 10 10 5
+2 0 0 0.0001 0 11.966 4.022 8 3 11 5 0 0.0001 0 12.386 3.867 8 3 9 4
+2 0 0 0.0001 0 11.89 3.937 29 6 35 13 0 0.0001 0 12.278 3.798 29 6 41 6
+2 0 0 0.0001 0 12.588 4.116 17 5 16 7 0 0.0001 0 12.723 3.896 17 5 27 7
+2 0 0 0.0001 0 12.503 4.038 48 7 11 6 0 0.0001 0 12.723 3.882 48 7 36 6
+2 0 0 0.0004 0 12.188 4.034 18 9 7 5 0 0.0004 0 12.532 3.865 18 9 39 8
+3 0 0 0.0001 0 12.782 4.257 12 4 18 6 0 0.0001 0 12.712 3.962 12 4 17 6
+3 0 0 0.0004 0 11.724 3.993 11 4 12 4 0 0.0004 0 12.066 3.816 11 4 15 4
+3 0 0 0.0001 0 12.632 4.161 12 5 7 5 0 0.0001 0 12.621 3.928 12 5 46 6
+3 0 0 0.0001 0 12.618 4.195 20 7 50 9 0 0.0001 0 12.561 3.935 20 7 4 2
+3 0 0 0.0002 0 12.451 4.152 20 10 39 9 0 0.0002 0 12.506 3.916 20 10 10 5
+3 0 0 0.0001 0 11.982 4.139 8 3 7 4 0 0.0001 0 12.285 3.935 8 3 9 4
+3 0 0 0.0001 0 11.795 4.039 25 8 6 5 0 0.0001 0 12.157 3.858 25 8 41 6
+3 0 0 0.0001 0 12.558 4.251 17 5 5 3 0 0.0001 0 12.682 3.985 17 5 27 7
+3 0 0 0.0001 0 12.316 4.114 43 7 27 8 0 0.0001 0 12.622 3.94 43 7 36 6
+3 0 0 0.0004 0 12.267 4.185 29 12 13 8 0 0.0004 0 12.466 3.945 29 12 39 8
+4 0 0 0.0001 0 13.148 4.42 23 6 13 6 0 0.0001 0 12.799 4.054 23 6 17 6
+4 0 0 0.0004 0 11.564 4.029 11 4 23 6 0 0.0004 0 11.965 3.858 11 4 15 4
+4 0 0 0.0001 0 12.901 4.299 35 7 15 7 0 0.0001 0 12.677 4.002 35 7 46 6
+4 0 0 0.0001 0 12.953 4.365 22 5 16 5 0 0.0001 0 12.639 4.021 22 5 4 2
+4 0 0 0.0002 0 12.468 4.233 20 10 5 3 0 0.0002 0 12.499 3.98 20 10 10 5
+4 0 0 0.0001 0 11.83 4.186 24 4 8 4 0 0.0001 0 12.194 3.985 24 4 8 4
+4 0 0 0.0003 0 11.679 4.136 29 6 4 3 0 0.0003 0 12.062 3.914 29 6 41 6
+4 0 0 0.0001 0 12.761 4.375 27 10 24 8 0 0.0001 0 12.698 4.063 27 10 27 7
+4 0 0 0.0001 0 12.629 4.291 52 7 7 4 0 0.0001 0 12.623 4.01 52 7 36 6
+4 0 0 0.0004 0 12.561 4.384 29 12 35 7 0 0.0004 0 12.485 4.033 29 12 39 8
+5 0 0 0.0001 0 13.307 4.537 23 6 7 4 0 0.0001 0 12.884 4.134 23 6 17 6
+5 0 0 0.0005 0 11.769 4.137 13 4 7 5 0 0.0005 0 11.933 3.905 13 4 15 4
+5 0 0 0.0001 0 13.087 4.397 46 6 12 5 0 0.0001 0 12.746 4.068 46 6 46 6
+5 0 0 0.0001 0 13.505 4.555 22 5 5 3 0 0.0001 0 12.783 4.11 22 5 4 2
+5 0 0 0.0003 0 12.474 4.337 22 11 27 9 0 0.0003 0 12.495 4.039 22 11 10 5
+5 0 0 0.0002 0 11.875 4.299 11 5 8 4 0 0.0002 0 12.141 4.037 11 5 8 4
+5 0 0 0.0003 0 11.926 4.283 29 6 34 9 0 0.0003 0 12.039 3.975 29 6 41 6
+5 0 0 0.0001 0 12.688 4.44 27 10 13 7 0 0.0001 0 12.696 4.126 27 10 27 7
+5 0 0 0.0001 0 12.753 4.425 52 7 15 4 0 0.0001 0 12.645 4.079 52 7 15 4
+5 0 0 0.0007 0 12.786 4.657 34 15 26 13 0 0.0007 0 12.535 4.137 34 15 39 8
+6 0 0 0.0001 0 13.787 4.711 23 6 30 8 0 0.0001 0 13.013 4.217 23 6 17 6
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+32 0 0.0002 0.0005 0 89.064 13.46 70 14 68 13 0.0001 0.0005 0 48.308 9.219 70 14 15 4
+33 0 0.0002 0.0007 0 109.75 13.656 71 9 84 15 0.0001 0.0007 0 56.931 9.138 71 9 46 6
+33 0 0.0039 0.0176 0 94.433 14.404 88 17 157 17 0.0008 0.0176 0 46.917 9.729 88 17 10 5
+33 0 0.0002 0.001 0 87.645 13.76 64 14 79 17 0.0001 0.001 0 45.928 9.177 64 14 41 6
+33 0 0.0002 0.0007 0 65.607 14.549 42 12 26 10 0.0001 0.0007 0 36.286 9.102 42 12 27 7
+33 0 0.0002 0.0005 0 91.239 13.573 70 14 100 14 0.0001 0.0005 0 49.571 9.348 70 14 15 4
+34 0 0.0002 0.0007 0 111.346 13.73 76 10 156 16 0.0001 0.0007 0 58.486 9.269 76 10 46 6
+34 0 0.0043 0.0217 0 96.153 14.534 33 7 77 12 0.0009 0.0217 0 48.324 9.867 33 7 10 5
+34 0 0.0003 0.001 0 90.057 13.896 63 14 100 14 0.0001 0.001 0 47.189 9.311 63 14 41 6
+34 0 0.0002 0.0007 0 66.469 14.555 82 17 54 17 0.0001 0.0007 0 37.149 9.258 82 17 27 7
+34 0 0.0002 0.0006 0 93.315 13.728 135 16 233 16 0.0001 0.0006 0 50.821 9.473 135 16 15 4
+35 0 0.0002 0.0007 0 111.29 13.682 76 10 186 17 0.0001 0.0007 0 59.953 9.392 76 10 46 6
+35 0 0.0046 0.0217 0 97.286 14.619 33 7 92 14 0.001 0.0217 0 49.684 9.999 33 7 10 5
+35 0 0.0003 0.001 0 91.163 13.984 63 14 127 16 0.0001 0.001 0 48.41 9.441 63 14 41 6
+35 0 0.0002 0.0008 0 67.719 14.626 66 17 41 13 0.0001 0.0008 0 37.998 9.407 66 17 27 7
+35 0 0.0002 0.0006 0 95.078 13.845 133 16 81 13 0.0001 0.0006 0 52.05 9.594 133 16 15 4
+36 0 0.0002 0.0007 0 112.169 13.729 76 10 94 13 0.0001 0.0007 0 61.364 9.509 76 10 46 6
+36 0 0.0046 0.0987 0 98.176 14.607 33 7 70 13 0.0011 0.0987 0 50.994 10.123 33 7 10 5
+36 0 0.0003 0.001 0 91.265 13.954 63 14 101 15 0.0001 0.001 0 49.568 9.563 63 14 41 6
+36 0 0.0002 0.0008 0 68.32 14.667 63 17 33 11 0.0001 0.0008 0 38.817 9.549 63 17 27 7
+36 0 0.0002 0.0006 0 96.543 13.909 133 16 140 15 0.0001 0.0006 0 53.253 9.711 133 16 15 4
+37 0 0.0002 0.0007 0 113.278 13.734 76 10 103 14 0.0001 0.0007 0 62.73 9.62 76 10 46 6
+37 0 0.005 0.112 0 101.01 14.738 38 11 99 16 0.0012 0.112 0 52.31 10.245 38 11 10 5
+37 0 0.0003 0.001 0 93.478 14.05 63 14 94 14 0.0001 0.001 0 50.724 9.681 63 14 41 6
+37 0 0.0002 0.0008 0 68.028 14.635 76 17 16 7 0.0001 0.0008 0 39.586 9.683 76 17 27 7
+37 0 0.0003 0.0006 0 100.359 14.138 139 16 116 17 0.0001 0.0006 0 54.492 9.827 139 16 15 4
+38 0 0.0002 0.0007 0 115.305 13.868 75 9 173 16 0.0001 0.0007 0 64.078 9.729 75 9 46 6
+38 0 0.0056 0.1539 0 101.574 14.694 34 7 90 14 0.0013 0.1539 0 53.574 10.359 34 7 10 5
+38 0 0.0003 0.001 0 94.937 14.132 63 14 183 16 0.0001 0.001 0 51.858 9.795 63 14 41 6
+38 0 0.0002 0.0009 0 68.541 14.679 47 14 37 12 0.0001 0.0009 0 40.328 9.811 47 14 27 7
+38 0 0.0003 0.0006 0 102.999 14.304 139 16 81 13 0.0001 0.0006 0 55.736 9.942 139 16 15 4
+39 0 0.0002 0.0008 0 117.779 13.97 86 10 26 7 0.0001 0.0008 0 65.421 9.835 86 10 46 6
+39 0 0.0067 0.1799 0 98.799 14.397 32 7 103 16 0.0014 0.1799 0 54.704 10.46 32 7 10 5
+39 0 0.0003 0.001 0 96.486 14.288 63 14 70 12 0.0001 0.001 0 52.973 9.908 63 14 41 6
+39 0 0.0002 0.0011 0 69.061 14.753 64 17 21 8 0.0001 0.0011 0 41.047 9.935 64 17 27 7
+39 0 0.0003 0.0006 0 104.01 14.415 119 16 141 16 0.0001 0.0006 0 56.943 10.054 119 16 15 4
+40 0 0.0003 0.0008 0 119.027 13.995 77 9 44 9 0.0001 0.0008 0 66.728 9.936 77 9 46 6
+40 0 0.0092 0.1799 0 92.606 13.975 32 7 132 16 0.0016 0.1799 0 55.629 10.545 32 7 10 5
+40 0 0.0003 0.001 0 97.316 14.407 63 14 126 16 0.0002 0.001 0 54.055 10.017 63 14 41 6
+40 0 0.0002 0.0012 0 69.305 14.852 63 17 34 11 0.0001 0.0012 0 41.736 10.055 63 17 27 7
+40 0 0.0003 0.0006 0 105.812 14.483 147 14 69 15 0.0001 0.0006 0 58.135 10.162 147 14 15 4
+41 0 0.0003 0.0008 0 120.93 14.032 76 9 50 9 0.0001 0.0008 0 68.019 10.034 76 9 46 6
+41 0 0.0145 0.1799 0 80.731 13.514 32 7 59 12 0.0019 0.1799 0 56.226 10.616 32 7 10 5
+41 0 0.0003 0.001 0 97.749 14.513 63 14 217 17 0.0002 0.001 0 55.095 10.124 63 14 41 6
+41 0 0.0002 0.0013 0 69.69 14.898 73 17 34 9 0.0001 0.0013 0 42.402 10.17 73 17 27 7
+41 0 0.0003 0.0006 0 107.352 14.597 136 14 195 16 0.0001 0.0006 0 59.307 10.267 136 14 15 4
+42 0 0.0003 0.0008 0 124.702 14.135 76 9 109 16 0.0001 0.0008 0 69.337 10.129 76 9 46 6
+42 0 0.0213 0.2024 0 66.21 12.864 62 15 88 14 0.0024 0.2024 0 56.458 10.668 62 15 10 5
+42 0 0.0003 0.001 0 96.912 14.473 63 14 24 7 0.0002 0.001 0 56.068 10.226 63 14 41 6
+42 0 0.0002 0.0013 0 69.745 15.017 73 17 52 15 0.0001 0.0013 0 43.037 10.283 73 17 27 7
+42 0 0.0003 0.0006 0 109.203 14.702 136 14 106 15 0.0002 0.0006 0 60.467 10.371 136 14 15 4
+43 0 0.0003 0.0008 0 126.946 14.111 76 9 59 12 0.0001 0.0008 0 70.646 10.22 76 9 46 6
+43 0 0.0301 0.5368 0 59.249 12.818 95 12 56 13 0.003 0.5368 0 56.522 10.717 95 12 10 5
+43 0 0.0003 0.001 0 97.67 14.551 59 13 111 16 0.0002 0.001 0 57.013 10.324 59 13 41 6
+43 0 0.0002 0.0013 0 69.028 14.988 73 17 57 16 0.0001 0.0013 0 43.628 10.39 73 17 27 7
+43 0 0.0003 0.0006 0 110.988 14.8 137 14 144 15 0.0002 0.0006 0 61.615 10.471 137 14 15 4
+44 0 0.0003 0.0008 0 130.898 14.265 123 13 82 11 0.0001 0.0008 0 71.985 10.31 123 13 46 6
+44 0 0.0394 0.6463 0 56.874 13.024 105 13 63 16 0.0038 0.6463 0 56.53 10.769 105 13 10 5
+44 0 0.0003 0.001 0 96.612 14.581 59 13 91 15 0.0002 0.001 0 57.893 10.419 59 13 41 6
+44 0 0.0003 0.0013 0 69.164 15.148 73 17 18 7 0.0001 0.0013 0 44.196 10.496 73 17 27 7
+44 0 0.0003 0.0006 0 112.525 14.856 155 16 87 14 0.0002 0.0006 0 62.747 10.569 155 16 15 4
+45 0 0.0003 0.0008 0 133.964 14.393 76 9 145 13 0.0001 0.0008 0 73.333 10.398 76 9 46 6
+45 0 0.0566 0.9654 0 58.431 13.116 104 17 36 10 0.005 0.9654 0 56.571 10.82 104 17 10 5
+45 0 0.0003 0.0011 0 96.138 14.635 65 17 51 10 0.0002 0.0011 0 58.724 10.51 65 17 41 6
+45 0 0.0003 0.0013 0 68.08 15.124 73 17 85 17 0.0001 0.0013 0 44.715 10.596 73 17 27 7
+45 0 0.0003 0.0006 0 113.795 14.875 141 14 159 15 0.0002 0.0006 0 63.856 10.662 141 14 15 4
+46 0 0.0003 0.001 0 138.346 14.577 148 15 155 15 0.0001 0.001 0 74.716 10.487 148 15 46 6
+46 0 0.0003 0.0011 0 95.775 14.642 65 17 69 14 0.0002 0.0011 0 59.513 10.598 65 17 41 6
+46 0 0.0003 0.0014 0 67.649 15.141 73 17 28 8 0.0001 0.0014 0 45.203 10.693 73 17 27 7
+46 0 0.0003 0.0006 0 116.163 14.963 120 14 152 16 0.0002 0.0006 0 64.969 10.754 120 14 15 4
+47 0 0.0003 0.001 0 141.587 14.669 148 15 113 13 0.0002 0.001 0 76.109 10.574 148 15 46 6
+47 0 0.0003 0.0011 0 96.477 14.774 63 17 104 17 0.0002 0.0011 0 60.283 10.685 63 17 41 6
+47 0 0.0003 0.0015 0 67.151 15.23 80 17 16 8 0.0001 0.0015 0 45.66 10.787 80 17 27 7
+47 0 0.0003 0.0006 0 118.856 15.028 120 14 122 15 0.0002 0.0006 0 66.092 10.843 120 14 15 4
+48 0 0.0004 0.0011 0 143.616 14.725 144 12 171 15 0.0002 0.0011 0 77.487 10.659 144 12 46 6
+48 0 0.0003 0.0011 0 96.265 14.862 89 17 112 17 0.0002 0.0011 0 61.017 10.77 89 17 41 6
+48 0 0.0003 0.0015 0 66.125 15.186 80 17 52 12 0.0001 0.0015 0 46.078 10.877 80 17 27 7
+48 0 0.0003 0.0007 0 119.481 15.024 124 14 121 17 0.0002 0.0007 0 67.182 10.928 124 14 15 4
+49 0 0.0004 0.0012 0 146.249 14.829 149 12 79 11 0.0002 0.0012 0 78.862 10.743 149 12 46 6
+49 0 0.0004 0.0011 0 94.967 14.858 89 17 98 17 0.0002 0.0011 0 61.696 10.852 89 17 41 6
+49 0 0.0004 0.0015 0 66.446 15.273 80 17 115 17 0.0001 0.0015 0 46.485 10.965 80 17 27 7
+49 0 0.0003 0.0007 0 120.804 15.023 122 14 121 13 0.0002 0.0007 0 68.254 11.01 122 14 15 4
+50 0 0.0004 0.0012 0 147.337 14.865 150 12 189 16 0.0002 0.0012 0 80.205 10.823 150 12 46 6
+50 0 0.0004 0.0011 0 94.681 14.891 109 16 108 17 0.0002 0.0011 0 62.343 10.931 109 16 41 6
+50 0 0.0004 0.0017 0 66.025 15.191 97 17 26 7 0.0001 0.0017 0 46.868 11.048 97 17 27 7
+50 0 0.0004 0.0007 0 122.482 15.117 117 14 138 16 0.0002 0.0007 0 69.317 11.091 117 14 15 4
diff --git a/PartB/90Cross10Mut2El/aggregated.tsv b/PartB/90Cross10Mut2El/aggregated.tsv
new file mode 100644
index 0000000..3330d4b
--- /dev/null
+++ b/PartB/90Cross10Mut2El/aggregated.tsv
@@ -0,0 +1,55 @@
+Runs Generation Count Mean: 51
+Runs Generation Count Mode: 51 occurred (10) time(s)
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9575 0.99862 0 18.3459 3.4711 37 4 54 5 0.9575 0.99862 0 18.3459 3.4711 37 4 54 5
+1 0 0.98993 0.99862 0 16.9971 3.6345 36 4 38 6 0.97372 0.99862 0 17.6714 3.5528 36 4 54 5
+2 0 0.99006 0.99866 0 16.6695 3.777 29 4 29 5 0.97918 0.99866 0 17.3373 3.6275 29 4 54 5
+3 0 0.99242 0.9987 0 16.2876 3.8749 24 6 25 5 0.98248 0.9987 0 17.075 3.6895 24 6 54 5
+4 0 0.99214 0.99874 0 16.066 3.96 20 5 40 7 0.98442 0.99874 0 16.8732 3.7437 20 5 54 5
+5 0 0.99265 0.99876 0 15.8332 4.0232 18 5 46 8 0.98577 0.99876 0 16.6996 3.7902 18 5 54 5
+6 0 0.99325 0.99878 0 15.6102 4.085 22 6 48 8 0.98685 0.99878 0 16.5441 3.8322 22 6 54 5
+7 0 0.99364 0.99879 0 15.3205 4.1146 22 5 41 8 0.9877 0.99879 0 16.3913 3.8676 22 5 54 5
+8 0 0.9939 0.99882 0 15.1156 4.1637 20 5 36 7 0.9884 0.99882 0 16.2496 3.9004 20 5 54 5
+9 0 0.99398 0.99882 0 14.7068 4.1495 20 5 38 7 0.98892 0.99882 0 16.0953 3.9255 20 5 54 5
+10 0 0.99455 0.99882 0 14.6281 4.1823 23 5 37 8 0.98945 0.99882 0 15.9619 3.9487 23 5 54 5
+11 0 0.99421 0.99883 0 14.4593 4.2159 22 6 39 8 0.98985 0.99883 0 15.8367 3.9709 22 6 54 5
+12 0 0.99442 0.99883 0 14.2111 4.2177 22 6 30 7 0.9902 0.99883 0 15.7116 3.99 22 6 54 5
+13 0 0.99495 0.99884 0 13.9368 4.2122 22 5 46 10 0.99053 0.99884 0 15.5847 4.006 22 5 54 5
+14 0 0.99472 0.99884 0 13.691 4.1929 23 6 39 8 0.99083 0.99884 0 15.4586 4.0181 23 6 54 5
+15 0 0.99483 0.99884 0 13.4827 4.1906 23 6 24 7 0.99108 0.99884 0 15.335 4.029 23 6 54 5
+16 0 0.99492 0.99884 0 13.3521 4.1827 23 6 28 8 0.99131 0.99884 0 15.2186 4.0382 23 6 54 5
+17 0 0.995 0.99884 0 13.089 4.1552 23 6 40 9 0.99149 0.99884 0 15.1002 4.0445 23 6 54 5
+18 0 0.99578 0.99884 0 12.9875 4.1541 23 6 47 10 0.99173 0.99884 0 14.9891 4.0503 23 6 54 5
+19 0 0.99587 0.99884 0 12.7768 4.1332 22 6 47 10 0.99193 0.99884 0 14.8785 4.0546 22 6 54 5
+20 0 0.9954 0.99884 0 12.5131 4.0964 22 6 47 10 0.9921 0.99884 0 14.7658 4.0566 22 6 54 5
+21 0 0.99605 0.99884 0 12.3742 4.0893 22 6 25 7 0.99228 0.99884 0 14.657 4.058 22 6 54 5
+22 0 0.99609 0.99884 0 12.1783 4.0639 22 6 33 10 0.99245 0.99884 0 14.5492 4.0583 22 6 54 5
+23 0 0.99626 0.99884 0 12.068 4.0522 22 6 30 8 0.9926 0.99884 0 14.4459 4.0581 22 6 54 5
+24 0 0.99567 0.99884 0 11.8768 4.0239 21 6 30 8 0.99274 0.99884 0 14.343 4.0568 21 6 54 5
+25 0 0.99609 0.99885 0 11.6883 4.0045 18 6 26 7 0.99286 0.99885 0 14.241 4.0546 18 6 54 5
+26 0 0.9962 0.99885 0 11.5726 3.9884 18 6 30 8 0.99297 0.99885 0 14.1423 4.0521 18 6 54 5
+27 0 0.9963 0.99885 0 11.3122 3.9418 19 6 32 7 0.99312 0.99885 0 14.0412 4.0481 19 6 54 5
+28 0 0.99643 0.99885 0 11.0671 3.9068 19 6 22 7 0.99322 0.99885 0 13.9385 4.0434 19 6 54 5
+29 0 0.99631 0.99885 0 11.007 3.902 20 7 36 9 0.99332 0.99885 0 13.8408 4.0386 20 7 54 5
+30 0 0.99637 0.99885 0 10.8902 3.8835 20 7 34 9 0.99342 0.99885 0 13.7456 4.0337 20 7 54 5
+31 0 0.99634 0.99885 0 10.8467 3.8913 19 6 27 8 0.99352 0.99885 0 13.6551 4.0293 19 6 54 5
+32 0 0.99589 0.99885 0 10.6826 3.853 19 6 41 11 0.99357 0.99885 0 13.5649 4.0239 19 6 54 5
+33 0 0.99645 0.99886 0 10.5358 3.8248 17 6 28 8 0.99366 0.99886 0 13.4759 4.018 17 6 54 5
+34 0 0.99646 0.99886 0 10.4165 3.7992 21 7 42 11 0.99374 0.99886 0 13.3886 4.0117 21 7 54 5
+35 0 0.99658 0.99886 0 10.2861 3.7697 21 7 23 8 0.99382 0.99886 0 13.3022 4.0049 21 7 54 5
+36 0 0.99662 0.99888 0 10.0542 3.7157 19 7 23 7 0.99389 0.99888 0 13.2143 3.9972 19 7 54 5
+37 0 0.99682 0.99888 0 9.956 3.6938 19 7 22 7 0.99398 0.99888 0 13.1287 3.9892 19 7 54 5
+38 0 0.99629 0.99889 0 9.8289 3.6709 19 7 21 6 0.99403 0.99889 0 13.0441 3.981 19 7 54 5
+39 0 0.99674 0.99889 0 9.7076 3.6416 19 7 18 5 0.99411 0.99889 0 12.9609 3.9725 19 7 54 5
+40 0 0.99657 0.99889 0 9.574 3.6042 19 7 24 8 0.99417 0.99889 0 12.8782 3.9636 19 7 54 5
+41 0 0.99679 0.99889 0 9.4478 3.5743 19 7 24 8 0.99422 0.99889 0 12.7965 3.9544 19 7 54 5
+42 0 0.99671 0.99889 0 9.3292 3.545 19 7 19 7 0.99428 0.99889 0 12.7159 3.9447 19 7 54 5
+43 0 0.99633 0.99889 0 9.2288 3.5123 19 7 20 6 0.99434 0.99889 0 12.6365 3.9349 19 7 54 5
+44 0 0.9968 0.99889 0 9.0397 3.4644 19 7 23 6 0.99437 0.99889 0 12.5566 3.9245 19 7 54 5
+45 0 0.99695 0.99889 0 8.9201 3.4359 19 7 19 7 0.99446 0.99889 0 12.4777 3.9138 19 7 54 5
+46 0 0.99701 0.99889 0 8.8321 3.4141 19 7 29 7 0.99449 0.99889 0 12.4001 3.9033 19 7 54 5
+47 0 0.99709 0.99889 0.09851 8.8334 3.4185 19 7 22 7 0.99456 0.99889 0 12.3257 3.8931 19 7 54 5
+48 0 0.99705 0.9989 0 8.7481 3.3989 22 8 23 7 0.99461 0.9989 0 12.2527 3.8831 22 8 54 5
+49 0 0.99701 0.9989 0 8.6725 3.3714 22 8 35 9 0.99465 0.9989 0 12.1812 3.8729 22 8 54 5
+50 0 0.99703 0.9989 0 8.5735 3.3338 22 8 25 7 0.99469 0.9989 0 12.1104 3.8622 22 8 54 5
+51 0 0.99685 0.9989 0 8.4716 3.3038 22 8 18 6 0.99475 0.9989 0 12.0403 3.8516 22 8 54 5
diff --git a/PartB/90Cross10Mut2El/aggregated_fn.ods b/PartB/90Cross10Mut2El/aggregated_fn.ods
new file mode 100644
index 0000000..333f1a6
Binary files /dev/null and b/PartB/90Cross10Mut2El/aggregated_fn.ods differ
diff --git a/PartB/90Cross10Mut2El/aggregated_fn.tsv b/PartB/90Cross10Mut2El/aggregated_fn.tsv
new file mode 100644
index 0000000..8e6316e
--- /dev/null
+++ b/PartB/90Cross10Mut2El/aggregated_fn.tsv
@@ -0,0 +1,26 @@
+Run(RV)/(PV) CC CO OO OC
+0 1073 71 1510 156
+1 970 178 1578 84
+2 1048 82 1529 151
+3 1034 93 1531 152
+4 1005 148 1595 62
+5 1047 82 1520 161
+6 1030 79 1557 144
+7 970 193 1600 47
+8 1009 104 1537 160
+9 1040 108 1410 252
+
+Total results:
+ CC CO OO OC
+ 10226 1138 15367 1369
+
+Averaged results:
+ CC CO OO OC
+ 1022 113 1536 136
+
+
+Average Hits Per Run: 2559
+Average Tests Per Run: 2810
+Average % Correct Per Run: 0.910676
+Total Hits(All runs combined): 25593
+Total Tests(All runs combined): 28100
diff --git a/PartB/90Cross10Mut2El/aggregated_runs.tsv b/PartB/90Cross10Mut2El/aggregated_runs.tsv
new file mode 100644
index 0000000..788b12b
--- /dev/null
+++ b/PartB/90Cross10Mut2El/aggregated_runs.tsv
@@ -0,0 +1,574 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =AVERAGE(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =AVERAGE(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =AVERAGE(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =AVERAGE(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =AVERAGE(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =AVERAGE(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =AVERAGE(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =AVERAGE(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =AVERAGE(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =AVERAGE(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =AVERAGE(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =AVERAGE(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =AVERAGE(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =AVERAGE(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =AVERAGE(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =AVERAGE(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =AVERAGE(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =AVERAGE(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =AVERAGE(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =STDEV.P(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =STDEV.P(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =STDEV.P(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =STDEV.P(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =STDEV.P(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =STDEV.P(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =STDEV.P(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =STDEV.P(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =STDEV.P(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =STDEV.P(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =STDEV.P(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =STDEV.P(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =STDEV.P(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =STDEV.P(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =STDEV.P(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =STDEV.P(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =STDEV.P(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =STDEV.P(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =STDEV.P(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52, a53) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52, b53) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52, c53) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52, d53) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52, e53) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52, f53) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52, g53) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52, h53) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52, i53) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52, j53) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52, k53) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52, l53) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52, m53) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52, n53) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52, o53) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52, p53) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52, q53) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52, r53) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52, s53) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52, t53)
+=AVERAGE(a65, a66, a67, a68, a69, a70, a71, a72, a73, a74) =AVERAGE(b65, b66, b67, b68, b69, b70, b71, b72, b73, b74) =AVERAGE(c65, c66, c67, c68, c69, c70, c71, c72, c73, c74) =AVERAGE(d65, d66, d67, d68, d69, d70, d71, d72, d73, d74) =AVERAGE(e65, e66, e67, e68, e69, e70, e71, e72, e73, e74) =AVERAGE(f65, f66, f67, f68, f69, f70, f71, f72, f73, f74) =AVERAGE(g65, g66, g67, g68, g69, g70, g71, g72, g73, g74) =AVERAGE(h65, h66, h67, h68, h69, h70, h71, h72, h73, h74) =AVERAGE(i65, i66, i67, i68, i69, i70, i71, i72, i73, i74) =AVERAGE(j65, j66, j67, j68, j69, j70, j71, j72, j73, j74) =AVERAGE(k65, k66, k67, k68, k69, k70, k71, k72, k73, k74) =AVERAGE(l65, l66, l67, l68, l69, l70, l71, l72, l73, l74) =AVERAGE(m65, m66, m67, m68, m69, m70, m71, m72, m73, m74) =AVERAGE(n65, n66, n67, n68, n69, n70, n71, n72, n73, n74) =AVERAGE(o65, o66, o67, o68, o69, o70, o71, o72, o73, o74) =AVERAGE(p65, p66, p67, p68, p69, p70, p71, p72, p73, p74) =AVERAGE(q65, q66, q67, q68, q69, q70, q71, q72, q73, q74) =AVERAGE(r65, r66, r67, r68, r69, r70, r71, r72, r73, r74) =AVERAGE(s65, s66, s67, s68, s69, s70, s71, s72, s73, s74) =AVERAGE(t65, t66, t67, t68, t69, t70, t71, t72, t73, t74) =STDEV.P(a65, a66, a67, a68, a69, a70, a71, a72, a73, a74) =STDEV.P(b65, b66, b67, b68, b69, b70, b71, b72, b73, b74) =STDEV.P(c65, c66, c67, c68, c69, c70, c71, c72, c73, c74) =STDEV.P(d65, d66, d67, d68, d69, d70, d71, d72, d73, d74) =STDEV.P(e65, e66, e67, e68, e69, e70, e71, e72, e73, e74) =STDEV.P(f65, f66, f67, f68, f69, f70, f71, f72, f73, f74) =STDEV.P(g65, g66, g67, g68, g69, g70, g71, g72, g73, g74) =STDEV.P(h65, h66, h67, h68, h69, h70, h71, h72, h73, h74) =STDEV.P(i65, i66, i67, i68, i69, i70, i71, i72, i73, i74) =STDEV.P(j65, j66, j67, j68, j69, j70, j71, j72, j73, j74) =STDEV.P(k65, k66, k67, k68, k69, k70, k71, k72, k73, k74) =STDEV.P(l65, l66, l67, l68, l69, l70, l71, l72, l73, l74) =STDEV.P(m65, m66, m67, m68, m69, m70, m71, m72, m73, m74) =STDEV.P(n65, n66, n67, n68, n69, n70, n71, n72, n73, n74) =STDEV.P(o65, o66, o67, o68, o69, o70, o71, o72, o73, o74) =STDEV.P(p65, p66, p67, p68, p69, p70, p71, p72, p73, p74) =STDEV.P(q65, q66, q67, q68, q69, q70, q71, q72, q73, q74) =STDEV.P(r65, r66, r67, r68, r69, r70, r71, r72, r73, r74) =STDEV.P(s65, s66, s67, s68, s69, s70, s71, s72, s73, s74) =STDEV.P(t65, t66, t67, t68, t69, t70, t71, t72, t73, t74)
+=AVERAGE(a75, a76, a77, a78, a79, a80, a81, a82, a83, a84) =AVERAGE(b75, b76, b77, b78, b79, b80, b81, b82, b83, b84) =AVERAGE(c75, c76, c77, c78, c79, c80, c81, c82, c83, c84) =AVERAGE(d75, d76, d77, d78, d79, d80, d81, d82, d83, d84) =AVERAGE(e75, e76, e77, e78, e79, e80, e81, e82, e83, e84) =AVERAGE(f75, f76, f77, f78, f79, f80, f81, f82, f83, f84) =AVERAGE(g75, g76, g77, g78, g79, g80, g81, g82, g83, g84) =AVERAGE(h75, h76, h77, h78, h79, h80, h81, h82, h83, h84) =AVERAGE(i75, i76, i77, i78, i79, i80, i81, i82, i83, i84) =AVERAGE(j75, j76, j77, j78, j79, j80, j81, j82, j83, j84) =AVERAGE(k75, k76, k77, k78, k79, k80, k81, k82, k83, k84) =AVERAGE(l75, l76, l77, l78, l79, l80, l81, l82, l83, l84) =AVERAGE(m75, m76, m77, m78, m79, m80, m81, m82, m83, m84) =AVERAGE(n75, n76, n77, n78, n79, n80, n81, n82, n83, n84) =AVERAGE(o75, o76, o77, o78, o79, o80, o81, o82, o83, o84) =AVERAGE(p75, p76, p77, p78, p79, p80, p81, p82, p83, p84) =AVERAGE(q75, q76, q77, q78, q79, q80, q81, q82, q83, q84) =AVERAGE(r75, r76, r77, r78, r79, r80, r81, r82, r83, r84) =AVERAGE(s75, s76, s77, s78, s79, s80, s81, s82, s83, s84) =AVERAGE(t75, t76, t77, t78, t79, t80, t81, t82, t83, t84) =STDEV.P(a75, a76, a77, a78, a79, a80, a81, a82, a83, a84) =STDEV.P(b75, b76, b77, b78, b79, b80, b81, b82, b83, b84) =STDEV.P(c75, c76, c77, c78, c79, c80, c81, c82, c83, c84) =STDEV.P(d75, d76, d77, d78, d79, d80, d81, d82, d83, d84) =STDEV.P(e75, e76, e77, e78, e79, e80, e81, e82, e83, e84) =STDEV.P(f75, f76, f77, f78, f79, f80, f81, f82, f83, f84) =STDEV.P(g75, g76, g77, g78, g79, g80, g81, g82, g83, g84) =STDEV.P(h75, h76, h77, h78, h79, h80, h81, h82, h83, h84) =STDEV.P(i75, i76, i77, i78, i79, i80, i81, i82, i83, i84) =STDEV.P(j75, j76, j77, j78, j79, j80, j81, j82, j83, j84) =STDEV.P(k75, k76, k77, k78, k79, k80, k81, k82, k83, k84) =STDEV.P(l75, l76, l77, l78, l79, l80, l81, l82, l83, l84) =STDEV.P(m75, m76, m77, m78, m79, m80, m81, m82, m83, m84) =STDEV.P(n75, n76, n77, n78, n79, n80, n81, n82, n83, n84) =STDEV.P(o75, o76, o77, o78, o79, o80, o81, o82, o83, o84) =STDEV.P(p75, p76, p77, p78, p79, p80, p81, p82, p83, p84) =STDEV.P(q75, q76, q77, q78, q79, q80, q81, q82, q83, q84) =STDEV.P(r75, r76, r77, r78, r79, r80, r81, r82, r83, r84) =STDEV.P(s75, s76, s77, s78, s79, s80, s81, s82, s83, s84) =STDEV.P(t75, t76, t77, t78, t79, t80, t81, t82, t83, t84)
+=AVERAGE(a85, a86, a87, a88, a89, a90, a91, a92, a93, a94) =AVERAGE(b85, b86, b87, b88, b89, b90, b91, b92, b93, b94) =AVERAGE(c85, c86, c87, c88, c89, c90, c91, c92, c93, c94) =AVERAGE(d85, d86, d87, d88, d89, d90, d91, d92, d93, d94) =AVERAGE(e85, e86, e87, e88, e89, e90, e91, e92, e93, e94) =AVERAGE(f85, f86, f87, f88, f89, f90, f91, f92, f93, f94) =AVERAGE(g85, g86, g87, g88, g89, g90, g91, g92, g93, g94) =AVERAGE(h85, h86, h87, h88, h89, h90, h91, h92, h93, h94) =AVERAGE(i85, i86, i87, i88, i89, i90, i91, i92, i93, i94) =AVERAGE(j85, j86, j87, j88, j89, j90, j91, j92, j93, j94) =AVERAGE(k85, k86, k87, k88, k89, k90, k91, k92, k93, k94) =AVERAGE(l85, l86, l87, l88, l89, l90, l91, l92, l93, l94) =AVERAGE(m85, m86, m87, m88, m89, m90, m91, m92, m93, m94) =AVERAGE(n85, n86, n87, n88, n89, n90, n91, n92, n93, n94) =AVERAGE(o85, o86, o87, o88, o89, o90, o91, o92, o93, o94) =AVERAGE(p85, p86, p87, p88, p89, p90, p91, p92, p93, p94) =AVERAGE(q85, q86, q87, q88, q89, q90, q91, q92, q93, q94) =AVERAGE(r85, r86, r87, r88, r89, r90, r91, r92, r93, r94) =AVERAGE(s85, s86, s87, s88, s89, s90, s91, s92, s93, s94) =AVERAGE(t85, t86, t87, t88, t89, t90, t91, t92, t93, t94) =STDEV.P(a85, a86, a87, a88, a89, a90, a91, a92, a93, a94) =STDEV.P(b85, b86, b87, b88, b89, b90, b91, b92, b93, b94) =STDEV.P(c85, c86, c87, c88, c89, c90, c91, c92, c93, c94) =STDEV.P(d85, d86, d87, d88, d89, d90, d91, d92, d93, d94) =STDEV.P(e85, e86, e87, e88, e89, e90, e91, e92, e93, e94) =STDEV.P(f85, f86, f87, f88, f89, f90, f91, f92, f93, f94) =STDEV.P(g85, g86, g87, g88, g89, g90, g91, g92, g93, g94) =STDEV.P(h85, h86, h87, h88, h89, h90, h91, h92, h93, h94) =STDEV.P(i85, i86, i87, i88, i89, i90, i91, i92, i93, i94) =STDEV.P(j85, j86, j87, j88, j89, j90, j91, j92, j93, j94) =STDEV.P(k85, k86, k87, k88, k89, k90, k91, k92, k93, k94) =STDEV.P(l85, l86, l87, l88, l89, l90, l91, l92, l93, l94) =STDEV.P(m85, m86, m87, m88, m89, m90, m91, m92, m93, m94) =STDEV.P(n85, n86, n87, n88, n89, n90, n91, n92, n93, n94) =STDEV.P(o85, o86, o87, o88, o89, o90, o91, o92, o93, o94) =STDEV.P(p85, p86, p87, p88, p89, p90, p91, p92, p93, p94) =STDEV.P(q85, q86, q87, q88, q89, q90, q91, q92, q93, q94) =STDEV.P(r85, r86, r87, r88, r89, r90, r91, r92, r93, r94) =STDEV.P(s85, s86, s87, s88, s89, s90, s91, s92, s93, s94) =STDEV.P(t85, t86, t87, t88, t89, t90, t91, t92, t93, t94)
+=AVERAGE(a95, a96, a97, a98, a99, a100, a101, a102, a103, a104) =AVERAGE(b95, b96, b97, b98, b99, b100, b101, b102, b103, b104) =AVERAGE(c95, c96, c97, c98, c99, c100, c101, c102, c103, c104) =AVERAGE(d95, d96, d97, d98, d99, d100, d101, d102, d103, d104) =AVERAGE(e95, e96, e97, e98, e99, e100, e101, e102, e103, e104) =AVERAGE(f95, f96, f97, f98, f99, f100, f101, f102, f103, f104) =AVERAGE(g95, g96, g97, g98, g99, g100, g101, g102, g103, g104) =AVERAGE(h95, h96, h97, h98, h99, h100, h101, h102, h103, h104) =AVERAGE(i95, i96, i97, i98, i99, i100, i101, i102, i103, i104) =AVERAGE(j95, j96, j97, j98, j99, j100, j101, j102, j103, j104) =AVERAGE(k95, k96, k97, k98, k99, k100, k101, k102, k103, k104) =AVERAGE(l95, l96, l97, l98, l99, l100, l101, l102, l103, l104) =AVERAGE(m95, m96, m97, m98, m99, m100, m101, m102, m103, m104) =AVERAGE(n95, n96, n97, n98, n99, n100, n101, n102, n103, n104) =AVERAGE(o95, o96, o97, o98, o99, o100, o101, o102, o103, o104) =AVERAGE(p95, p96, p97, p98, p99, p100, p101, p102, p103, p104) =AVERAGE(q95, q96, q97, q98, q99, q100, q101, q102, q103, q104) =AVERAGE(r95, r96, r97, r98, r99, r100, r101, r102, r103, r104) =AVERAGE(s95, s96, s97, s98, s99, s100, s101, s102, s103, s104) =AVERAGE(t95, t96, t97, t98, t99, t100, t101, t102, t103, t104) =STDEV.P(a95, a96, a97, a98, a99, a100, a101, a102, a103, a104) =STDEV.P(b95, b96, b97, b98, b99, b100, b101, b102, b103, b104) =STDEV.P(c95, c96, c97, c98, c99, c100, c101, c102, c103, c104) =STDEV.P(d95, d96, d97, d98, d99, d100, d101, d102, d103, d104) =STDEV.P(e95, e96, e97, e98, e99, e100, e101, e102, e103, e104) =STDEV.P(f95, f96, f97, f98, f99, f100, f101, f102, f103, f104) =STDEV.P(g95, g96, g97, g98, g99, g100, g101, g102, g103, g104) =STDEV.P(h95, h96, h97, h98, h99, h100, h101, h102, h103, h104) =STDEV.P(i95, i96, i97, i98, i99, i100, i101, i102, i103, i104) =STDEV.P(j95, j96, j97, j98, j99, j100, j101, j102, j103, j104) =STDEV.P(k95, k96, k97, k98, k99, k100, k101, k102, k103, k104) =STDEV.P(l95, l96, l97, l98, l99, l100, l101, l102, l103, l104) =STDEV.P(m95, m96, m97, m98, m99, m100, m101, m102, m103, m104) =STDEV.P(n95, n96, n97, n98, n99, n100, n101, n102, n103, n104) =STDEV.P(o95, o96, o97, o98, o99, o100, o101, o102, o103, o104) =STDEV.P(p95, p96, p97, p98, p99, p100, p101, p102, p103, p104) =STDEV.P(q95, q96, q97, q98, q99, q100, q101, q102, q103, q104) =STDEV.P(r95, r96, r97, r98, r99, r100, r101, r102, r103, r104) =STDEV.P(s95, s96, s97, s98, s99, s100, s101, s102, s103, s104) =STDEV.P(t95, t96, t97, t98, t99, t100, t101, t102, t103, t104)
+=AVERAGE(a105, a106, a107, a108, a109, a110, a111, a112, a113, a114) =AVERAGE(b105, b106, b107, b108, b109, b110, b111, b112, b113, b114) =AVERAGE(c105, c106, c107, c108, c109, c110, c111, c112, c113, c114) =AVERAGE(d105, d106, d107, d108, d109, d110, d111, d112, d113, d114) =AVERAGE(e105, e106, e107, e108, e109, e110, e111, e112, e113, e114) =AVERAGE(f105, f106, f107, f108, f109, f110, f111, f112, f113, f114) =AVERAGE(g105, g106, g107, g108, g109, g110, g111, g112, g113, g114) =AVERAGE(h105, h106, h107, h108, h109, h110, h111, h112, h113, h114) =AVERAGE(i105, i106, i107, i108, i109, i110, i111, i112, i113, i114) =AVERAGE(j105, j106, j107, j108, j109, j110, j111, j112, j113, j114) =AVERAGE(k105, k106, k107, k108, k109, k110, k111, k112, k113, k114) =AVERAGE(l105, l106, l107, l108, l109, l110, l111, l112, l113, l114) =AVERAGE(m105, m106, m107, m108, m109, m110, m111, m112, m113, m114) =AVERAGE(n105, n106, n107, n108, n109, n110, n111, n112, n113, n114) =AVERAGE(o105, o106, o107, o108, o109, o110, o111, o112, o113, o114) =AVERAGE(p105, p106, p107, p108, p109, p110, p111, p112, p113, p114) =AVERAGE(q105, q106, q107, q108, q109, q110, q111, q112, q113, q114) =AVERAGE(r105, r106, r107, r108, r109, r110, r111, r112, r113, r114) =AVERAGE(s105, s106, s107, s108, s109, s110, s111, s112, s113, s114) =AVERAGE(t105, t106, t107, t108, t109, t110, t111, t112, t113, t114) =STDEV.P(a105, a106, a107, a108, a109, a110, a111, a112, a113, a114) =STDEV.P(b105, b106, b107, b108, b109, b110, b111, b112, b113, b114) =STDEV.P(c105, c106, c107, c108, c109, c110, c111, c112, c113, c114) =STDEV.P(d105, d106, d107, d108, d109, d110, d111, d112, d113, d114) =STDEV.P(e105, e106, e107, e108, e109, e110, e111, e112, e113, e114) =STDEV.P(f105, f106, f107, f108, f109, f110, f111, f112, f113, f114) =STDEV.P(g105, g106, g107, g108, g109, g110, g111, g112, g113, g114) =STDEV.P(h105, h106, h107, h108, h109, h110, h111, h112, h113, h114) =STDEV.P(i105, i106, i107, i108, i109, i110, i111, i112, i113, i114) =STDEV.P(j105, j106, j107, j108, j109, j110, j111, j112, j113, j114) =STDEV.P(k105, k106, k107, k108, k109, k110, k111, k112, k113, k114) =STDEV.P(l105, l106, l107, l108, l109, l110, l111, l112, l113, l114) =STDEV.P(m105, m106, m107, m108, m109, m110, m111, m112, m113, m114) =STDEV.P(n105, n106, n107, n108, n109, n110, n111, n112, n113, n114) =STDEV.P(o105, o106, o107, o108, o109, o110, o111, o112, o113, o114) =STDEV.P(p105, p106, p107, p108, p109, p110, p111, p112, p113, p114) =STDEV.P(q105, q106, q107, q108, q109, q110, q111, q112, q113, q114) =STDEV.P(r105, r106, r107, r108, r109, r110, r111, r112, r113, r114) =STDEV.P(s105, s106, s107, s108, s109, s110, s111, s112, s113, s114) =STDEV.P(t105, t106, t107, t108, t109, t110, t111, t112, t113, t114)
+=AVERAGE(a115, a116, a117, a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b115, b116, b117, b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c115, c116, c117, c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d115, d116, d117, d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e115, e116, e117, e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f115, f116, f117, f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g115, g116, g117, g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h115, h116, h117, h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i115, i116, i117, i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j115, j116, j117, j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k115, k116, k117, k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l115, l116, l117, l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m115, m116, m117, m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n115, n116, n117, n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o115, o116, o117, o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p115, p116, p117, p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q115, q116, q117, q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r115, r116, r117, r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s115, s116, s117, s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t115, t116, t117, t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a115, a116, a117, a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b115, b116, b117, b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c115, c116, c117, c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d115, d116, d117, d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e115, e116, e117, e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f115, f116, f117, f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g115, g116, g117, g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h115, h116, h117, h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i115, i116, i117, i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j115, j116, j117, j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k115, k116, k117, k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l115, l116, l117, l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m115, m116, m117, m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n115, n116, n117, n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o115, o116, o117, o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p115, p116, p117, p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q115, q116, q117, q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r115, r116, r117, r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s115, s116, s117, s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t115, t116, t117, t118, t119, t120, t121, t122, t123, t124)
+=AVERAGE(a125, a126, a127, a128, a129, a130, a131, a132, a133, a134) =AVERAGE(b125, b126, b127, b128, b129, b130, b131, b132, b133, b134) =AVERAGE(c125, c126, c127, c128, c129, c130, c131, c132, c133, c134) =AVERAGE(d125, d126, d127, d128, d129, d130, d131, d132, d133, d134) =AVERAGE(e125, e126, e127, e128, e129, e130, e131, e132, e133, e134) =AVERAGE(f125, f126, f127, f128, f129, f130, f131, f132, f133, f134) =AVERAGE(g125, g126, g127, g128, g129, g130, g131, g132, g133, g134) =AVERAGE(h125, h126, h127, h128, h129, h130, h131, h132, h133, h134) =AVERAGE(i125, i126, i127, i128, i129, i130, i131, i132, i133, i134) =AVERAGE(j125, j126, j127, j128, j129, j130, j131, j132, j133, j134) =AVERAGE(k125, k126, k127, k128, k129, k130, k131, k132, k133, k134) =AVERAGE(l125, l126, l127, l128, l129, l130, l131, l132, l133, l134) =AVERAGE(m125, m126, m127, m128, m129, m130, m131, m132, m133, m134) =AVERAGE(n125, n126, n127, n128, n129, n130, n131, n132, n133, n134) =AVERAGE(o125, o126, o127, o128, o129, o130, o131, o132, o133, o134) =AVERAGE(p125, p126, p127, p128, p129, p130, p131, p132, p133, p134) =AVERAGE(q125, q126, q127, q128, q129, q130, q131, q132, q133, q134) =AVERAGE(r125, r126, r127, r128, r129, r130, r131, r132, r133, r134) =AVERAGE(s125, s126, s127, s128, s129, s130, s131, s132, s133, s134) =AVERAGE(t125, t126, t127, t128, t129, t130, t131, t132, t133, t134) =STDEV.P(a125, a126, a127, a128, a129, a130, a131, a132, a133, a134) =STDEV.P(b125, b126, b127, b128, b129, b130, b131, b132, b133, b134) =STDEV.P(c125, c126, c127, c128, c129, c130, c131, c132, c133, c134) =STDEV.P(d125, d126, d127, d128, d129, d130, d131, d132, d133, d134) =STDEV.P(e125, e126, e127, e128, e129, e130, e131, e132, e133, e134) =STDEV.P(f125, f126, f127, f128, f129, f130, f131, f132, f133, f134) =STDEV.P(g125, g126, g127, g128, g129, g130, g131, g132, g133, g134) =STDEV.P(h125, h126, h127, h128, h129, h130, h131, h132, h133, h134) =STDEV.P(i125, i126, i127, i128, i129, i130, i131, i132, i133, i134) =STDEV.P(j125, j126, j127, j128, j129, j130, j131, j132, j133, j134) =STDEV.P(k125, k126, k127, k128, k129, k130, k131, k132, k133, k134) =STDEV.P(l125, l126, l127, l128, l129, l130, l131, l132, l133, l134) =STDEV.P(m125, m126, m127, m128, m129, m130, m131, m132, m133, m134) =STDEV.P(n125, n126, n127, n128, n129, n130, n131, n132, n133, n134) =STDEV.P(o125, o126, o127, o128, o129, o130, o131, o132, o133, o134) =STDEV.P(p125, p126, p127, p128, p129, p130, p131, p132, p133, p134) =STDEV.P(q125, q126, q127, q128, q129, q130, q131, q132, q133, q134) =STDEV.P(r125, r126, r127, r128, r129, r130, r131, r132, r133, r134) =STDEV.P(s125, s126, s127, s128, s129, s130, s131, s132, s133, s134) =STDEV.P(t125, t126, t127, t128, t129, t130, t131, t132, t133, t134)
+=AVERAGE(a135, a136, a137, a138, a139, a140, a141, a142, a143, a144) =AVERAGE(b135, b136, b137, b138, b139, b140, b141, b142, b143, b144) =AVERAGE(c135, c136, c137, c138, c139, c140, c141, c142, c143, c144) =AVERAGE(d135, d136, d137, d138, d139, d140, d141, d142, d143, d144) =AVERAGE(e135, e136, e137, e138, e139, e140, e141, e142, e143, e144) =AVERAGE(f135, f136, f137, f138, f139, f140, f141, f142, f143, f144) =AVERAGE(g135, g136, g137, g138, g139, g140, g141, g142, g143, g144) =AVERAGE(h135, h136, h137, h138, h139, h140, h141, h142, h143, h144) =AVERAGE(i135, i136, i137, i138, i139, i140, i141, i142, i143, i144) =AVERAGE(j135, j136, j137, j138, j139, j140, j141, j142, j143, j144) =AVERAGE(k135, k136, k137, k138, k139, k140, k141, k142, k143, k144) =AVERAGE(l135, l136, l137, l138, l139, l140, l141, l142, l143, l144) =AVERAGE(m135, m136, m137, m138, m139, m140, m141, m142, m143, m144) =AVERAGE(n135, n136, n137, n138, n139, n140, n141, n142, n143, n144) =AVERAGE(o135, o136, o137, o138, o139, o140, o141, o142, o143, o144) =AVERAGE(p135, p136, p137, p138, p139, p140, p141, p142, p143, p144) =AVERAGE(q135, q136, q137, q138, q139, q140, q141, q142, q143, q144) =AVERAGE(r135, r136, r137, r138, r139, r140, r141, r142, r143, r144) =AVERAGE(s135, s136, s137, s138, s139, s140, s141, s142, s143, s144) =AVERAGE(t135, t136, t137, t138, t139, t140, t141, t142, t143, t144) =STDEV.P(a135, a136, a137, a138, a139, a140, a141, a142, a143, a144) =STDEV.P(b135, b136, b137, b138, b139, b140, b141, b142, b143, b144) =STDEV.P(c135, c136, c137, c138, c139, c140, c141, c142, c143, c144) =STDEV.P(d135, d136, d137, d138, d139, d140, d141, d142, d143, d144) =STDEV.P(e135, e136, e137, e138, e139, e140, e141, e142, e143, e144) =STDEV.P(f135, f136, f137, f138, f139, f140, f141, f142, f143, f144) =STDEV.P(g135, g136, g137, g138, g139, g140, g141, g142, g143, g144) =STDEV.P(h135, h136, h137, h138, h139, h140, h141, h142, h143, h144) =STDEV.P(i135, i136, i137, i138, i139, i140, i141, i142, i143, i144) =STDEV.P(j135, j136, j137, j138, j139, j140, j141, j142, j143, j144) =STDEV.P(k135, k136, k137, k138, k139, k140, k141, k142, k143, k144) =STDEV.P(l135, l136, l137, l138, l139, l140, l141, l142, l143, l144) =STDEV.P(m135, m136, m137, m138, m139, m140, m141, m142, m143, m144) =STDEV.P(n135, n136, n137, n138, n139, n140, n141, n142, n143, n144) =STDEV.P(o135, o136, o137, o138, o139, o140, o141, o142, o143, o144) =STDEV.P(p135, p136, p137, p138, p139, p140, p141, p142, p143, p144) =STDEV.P(q135, q136, q137, q138, q139, q140, q141, q142, q143, q144) =STDEV.P(r135, r136, r137, r138, r139, r140, r141, r142, r143, r144) =STDEV.P(s135, s136, s137, s138, s139, s140, s141, s142, s143, s144) =STDEV.P(t135, t136, t137, t138, t139, t140, t141, t142, t143, t144)
+=AVERAGE(a145, a146, a147, a148, a149, a150, a151, a152, a153, a154) =AVERAGE(b145, b146, b147, b148, b149, b150, b151, b152, b153, b154) =AVERAGE(c145, c146, c147, c148, c149, c150, c151, c152, c153, c154) =AVERAGE(d145, d146, d147, d148, d149, d150, d151, d152, d153, d154) =AVERAGE(e145, e146, e147, e148, e149, e150, e151, e152, e153, e154) =AVERAGE(f145, f146, f147, f148, f149, f150, f151, f152, f153, f154) =AVERAGE(g145, g146, g147, g148, g149, g150, g151, g152, g153, g154) =AVERAGE(h145, h146, h147, h148, h149, h150, h151, h152, h153, h154) =AVERAGE(i145, i146, i147, i148, i149, i150, i151, i152, i153, i154) =AVERAGE(j145, j146, j147, j148, j149, j150, j151, j152, j153, j154) =AVERAGE(k145, k146, k147, k148, k149, k150, k151, k152, k153, k154) =AVERAGE(l145, l146, l147, l148, l149, l150, l151, l152, l153, l154) =AVERAGE(m145, m146, m147, m148, m149, m150, m151, m152, m153, m154) =AVERAGE(n145, n146, n147, n148, n149, n150, n151, n152, n153, n154) =AVERAGE(o145, o146, o147, o148, o149, o150, o151, o152, o153, o154) =AVERAGE(p145, p146, p147, p148, p149, p150, p151, p152, p153, p154) =AVERAGE(q145, q146, q147, q148, q149, q150, q151, q152, q153, q154) =AVERAGE(r145, r146, r147, r148, r149, r150, r151, r152, r153, r154) =AVERAGE(s145, s146, s147, s148, s149, s150, s151, s152, s153, s154) =AVERAGE(t145, t146, t147, t148, t149, t150, t151, t152, t153, t154) =STDEV.P(a145, a146, a147, a148, a149, a150, a151, a152, a153, a154) =STDEV.P(b145, b146, b147, b148, b149, b150, b151, b152, b153, b154) =STDEV.P(c145, c146, c147, c148, c149, c150, c151, c152, c153, c154) =STDEV.P(d145, d146, d147, d148, d149, d150, d151, d152, d153, d154) =STDEV.P(e145, e146, e147, e148, e149, e150, e151, e152, e153, e154) =STDEV.P(f145, f146, f147, f148, f149, f150, f151, f152, f153, f154) =STDEV.P(g145, g146, g147, g148, g149, g150, g151, g152, g153, g154) =STDEV.P(h145, h146, h147, h148, h149, h150, h151, h152, h153, h154) =STDEV.P(i145, i146, i147, i148, i149, i150, i151, i152, i153, i154) =STDEV.P(j145, j146, j147, j148, j149, j150, j151, j152, j153, j154) =STDEV.P(k145, k146, k147, k148, k149, k150, k151, k152, k153, k154) =STDEV.P(l145, l146, l147, l148, l149, l150, l151, l152, l153, l154) =STDEV.P(m145, m146, m147, m148, m149, m150, m151, m152, m153, m154) =STDEV.P(n145, n146, n147, n148, n149, n150, n151, n152, n153, n154) =STDEV.P(o145, o146, o147, o148, o149, o150, o151, o152, o153, o154) =STDEV.P(p145, p146, p147, p148, p149, p150, p151, p152, p153, p154) =STDEV.P(q145, q146, q147, q148, q149, q150, q151, q152, q153, q154) =STDEV.P(r145, r146, r147, r148, r149, r150, r151, r152, r153, r154) =STDEV.P(s145, s146, s147, s148, s149, s150, s151, s152, s153, s154) =STDEV.P(t145, t146, t147, t148, t149, t150, t151, t152, t153, t154)
+=AVERAGE(a155, a156, a157, a158, a159, a160, a161, a162, a163, a164) =AVERAGE(b155, b156, b157, b158, b159, b160, b161, b162, b163, b164) =AVERAGE(c155, c156, c157, c158, c159, c160, c161, c162, c163, c164) =AVERAGE(d155, d156, d157, d158, d159, d160, d161, d162, d163, d164) =AVERAGE(e155, e156, e157, e158, e159, e160, e161, e162, e163, e164) =AVERAGE(f155, f156, f157, f158, f159, f160, f161, f162, f163, f164) =AVERAGE(g155, g156, g157, g158, g159, g160, g161, g162, g163, g164) =AVERAGE(h155, h156, h157, h158, h159, h160, h161, h162, h163, h164) =AVERAGE(i155, i156, i157, i158, i159, i160, i161, i162, i163, i164) =AVERAGE(j155, j156, j157, j158, j159, j160, j161, j162, j163, j164) =AVERAGE(k155, k156, k157, k158, k159, k160, k161, k162, k163, k164) =AVERAGE(l155, l156, l157, l158, l159, l160, l161, l162, l163, l164) =AVERAGE(m155, m156, m157, m158, m159, m160, m161, m162, m163, m164) =AVERAGE(n155, n156, n157, n158, n159, n160, n161, n162, n163, n164) =AVERAGE(o155, o156, o157, o158, o159, o160, o161, o162, o163, o164) =AVERAGE(p155, p156, p157, p158, p159, p160, p161, p162, p163, p164) =AVERAGE(q155, q156, q157, q158, q159, q160, q161, q162, q163, q164) =AVERAGE(r155, r156, r157, r158, r159, r160, r161, r162, r163, r164) =AVERAGE(s155, s156, s157, s158, s159, s160, s161, s162, s163, s164) =AVERAGE(t155, t156, t157, t158, t159, t160, t161, t162, t163, t164) =STDEV.P(a155, a156, a157, a158, a159, a160, a161, a162, a163, a164) =STDEV.P(b155, b156, b157, b158, b159, b160, b161, b162, b163, b164) =STDEV.P(c155, c156, c157, c158, c159, c160, c161, c162, c163, c164) =STDEV.P(d155, d156, d157, d158, d159, d160, d161, d162, d163, d164) =STDEV.P(e155, e156, e157, e158, e159, e160, e161, e162, e163, e164) =STDEV.P(f155, f156, f157, f158, f159, f160, f161, f162, f163, f164) =STDEV.P(g155, g156, g157, g158, g159, g160, g161, g162, g163, g164) =STDEV.P(h155, h156, h157, h158, h159, h160, h161, h162, h163, h164) =STDEV.P(i155, i156, i157, i158, i159, i160, i161, i162, i163, i164) =STDEV.P(j155, j156, j157, j158, j159, j160, j161, j162, j163, j164) =STDEV.P(k155, k156, k157, k158, k159, k160, k161, k162, k163, k164) =STDEV.P(l155, l156, l157, l158, l159, l160, l161, l162, l163, l164) =STDEV.P(m155, m156, m157, m158, m159, m160, m161, m162, m163, m164) =STDEV.P(n155, n156, n157, n158, n159, n160, n161, n162, n163, n164) =STDEV.P(o155, o156, o157, o158, o159, o160, o161, o162, o163, o164) =STDEV.P(p155, p156, p157, p158, p159, p160, p161, p162, p163, p164) =STDEV.P(q155, q156, q157, q158, q159, q160, q161, q162, q163, q164) =STDEV.P(r155, r156, r157, r158, r159, r160, r161, r162, r163, r164) =STDEV.P(s155, s156, s157, s158, s159, s160, s161, s162, s163, s164) =STDEV.P(t155, t156, t157, t158, t159, t160, t161, t162, t163, t164)
+=AVERAGE(a165, a166, a167, a168, a169, a170, a171, a172, a173, a174) =AVERAGE(b165, b166, b167, b168, b169, b170, b171, b172, b173, b174) =AVERAGE(c165, c166, c167, c168, c169, c170, c171, c172, c173, c174) =AVERAGE(d165, d166, d167, d168, d169, d170, d171, d172, d173, d174) =AVERAGE(e165, e166, e167, e168, e169, e170, e171, e172, e173, e174) =AVERAGE(f165, f166, f167, f168, f169, f170, f171, f172, f173, f174) =AVERAGE(g165, g166, g167, g168, g169, g170, g171, g172, g173, g174) =AVERAGE(h165, h166, h167, h168, h169, h170, h171, h172, h173, h174) =AVERAGE(i165, i166, i167, i168, i169, i170, i171, i172, i173, i174) =AVERAGE(j165, j166, j167, j168, j169, j170, j171, j172, j173, j174) =AVERAGE(k165, k166, k167, k168, k169, k170, k171, k172, k173, k174) =AVERAGE(l165, l166, l167, l168, l169, l170, l171, l172, l173, l174) =AVERAGE(m165, m166, m167, m168, m169, m170, m171, m172, m173, m174) =AVERAGE(n165, n166, n167, n168, n169, n170, n171, n172, n173, n174) =AVERAGE(o165, o166, o167, o168, o169, o170, o171, o172, o173, o174) =AVERAGE(p165, p166, p167, p168, p169, p170, p171, p172, p173, p174) =AVERAGE(q165, q166, q167, q168, q169, q170, q171, q172, q173, q174) =AVERAGE(r165, r166, r167, r168, r169, r170, r171, r172, r173, r174) =AVERAGE(s165, s166, s167, s168, s169, s170, s171, s172, s173, s174) =AVERAGE(t165, t166, t167, t168, t169, t170, t171, t172, t173, t174) =STDEV.P(a165, a166, a167, a168, a169, a170, a171, a172, a173, a174) =STDEV.P(b165, b166, b167, b168, b169, b170, b171, b172, b173, b174) =STDEV.P(c165, c166, c167, c168, c169, c170, c171, c172, c173, c174) =STDEV.P(d165, d166, d167, d168, d169, d170, d171, d172, d173, d174) =STDEV.P(e165, e166, e167, e168, e169, e170, e171, e172, e173, e174) =STDEV.P(f165, f166, f167, f168, f169, f170, f171, f172, f173, f174) =STDEV.P(g165, g166, g167, g168, g169, g170, g171, g172, g173, g174) =STDEV.P(h165, h166, h167, h168, h169, h170, h171, h172, h173, h174) =STDEV.P(i165, i166, i167, i168, i169, i170, i171, i172, i173, i174) =STDEV.P(j165, j166, j167, j168, j169, j170, j171, j172, j173, j174) =STDEV.P(k165, k166, k167, k168, k169, k170, k171, k172, k173, k174) =STDEV.P(l165, l166, l167, l168, l169, l170, l171, l172, l173, l174) =STDEV.P(m165, m166, m167, m168, m169, m170, m171, m172, m173, m174) =STDEV.P(n165, n166, n167, n168, n169, n170, n171, n172, n173, n174) =STDEV.P(o165, o166, o167, o168, o169, o170, o171, o172, o173, o174) =STDEV.P(p165, p166, p167, p168, p169, p170, p171, p172, p173, p174) =STDEV.P(q165, q166, q167, q168, q169, q170, q171, q172, q173, q174) =STDEV.P(r165, r166, r167, r168, r169, r170, r171, r172, r173, r174) =STDEV.P(s165, s166, s167, s168, s169, s170, s171, s172, s173, s174) =STDEV.P(t165, t166, t167, t168, t169, t170, t171, t172, t173, t174)
+=AVERAGE(a175, a176, a177, a178, a179, a180, a181, a182, a183, a184) =AVERAGE(b175, b176, b177, b178, b179, b180, b181, b182, b183, b184) =AVERAGE(c175, c176, c177, c178, c179, c180, c181, c182, c183, c184) =AVERAGE(d175, d176, d177, d178, d179, d180, d181, d182, d183, d184) =AVERAGE(e175, e176, e177, e178, e179, e180, e181, e182, e183, e184) =AVERAGE(f175, f176, f177, f178, f179, f180, f181, f182, f183, f184) =AVERAGE(g175, g176, g177, g178, g179, g180, g181, g182, g183, g184) =AVERAGE(h175, h176, h177, h178, h179, h180, h181, h182, h183, h184) =AVERAGE(i175, i176, i177, i178, i179, i180, i181, i182, i183, i184) =AVERAGE(j175, j176, j177, j178, j179, j180, j181, j182, j183, j184) =AVERAGE(k175, k176, k177, k178, k179, k180, k181, k182, k183, k184) =AVERAGE(l175, l176, l177, l178, l179, l180, l181, l182, l183, l184) =AVERAGE(m175, m176, m177, m178, m179, m180, m181, m182, m183, m184) =AVERAGE(n175, n176, n177, n178, n179, n180, n181, n182, n183, n184) =AVERAGE(o175, o176, o177, o178, o179, o180, o181, o182, o183, o184) =AVERAGE(p175, p176, p177, p178, p179, p180, p181, p182, p183, p184) =AVERAGE(q175, q176, q177, q178, q179, q180, q181, q182, q183, q184) =AVERAGE(r175, r176, r177, r178, r179, r180, r181, r182, r183, r184) =AVERAGE(s175, s176, s177, s178, s179, s180, s181, s182, s183, s184) =AVERAGE(t175, t176, t177, t178, t179, t180, t181, t182, t183, t184) =STDEV.P(a175, a176, a177, a178, a179, a180, a181, a182, a183, a184) =STDEV.P(b175, b176, b177, b178, b179, b180, b181, b182, b183, b184) =STDEV.P(c175, c176, c177, c178, c179, c180, c181, c182, c183, c184) =STDEV.P(d175, d176, d177, d178, d179, d180, d181, d182, d183, d184) =STDEV.P(e175, e176, e177, e178, e179, e180, e181, e182, e183, e184) =STDEV.P(f175, f176, f177, f178, f179, f180, f181, f182, f183, f184) =STDEV.P(g175, g176, g177, g178, g179, g180, g181, g182, g183, g184) =STDEV.P(h175, h176, h177, h178, h179, h180, h181, h182, h183, h184) =STDEV.P(i175, i176, i177, i178, i179, i180, i181, i182, i183, i184) =STDEV.P(j175, j176, j177, j178, j179, j180, j181, j182, j183, j184) =STDEV.P(k175, k176, k177, k178, k179, k180, k181, k182, k183, k184) =STDEV.P(l175, l176, l177, l178, l179, l180, l181, l182, l183, l184) =STDEV.P(m175, m176, m177, m178, m179, m180, m181, m182, m183, m184) =STDEV.P(n175, n176, n177, n178, n179, n180, n181, n182, n183, n184) =STDEV.P(o175, o176, o177, o178, o179, o180, o181, o182, o183, o184) =STDEV.P(p175, p176, p177, p178, p179, p180, p181, p182, p183, p184) =STDEV.P(q175, q176, q177, q178, q179, q180, q181, q182, q183, q184) =STDEV.P(r175, r176, r177, r178, r179, r180, r181, r182, r183, r184) =STDEV.P(s175, s176, s177, s178, s179, s180, s181, s182, s183, s184) =STDEV.P(t175, t176, t177, t178, t179, t180, t181, t182, t183, t184)
+=AVERAGE(a185, a186, a187, a188, a189, a190, a191, a192, a193, a194) =AVERAGE(b185, b186, b187, b188, b189, b190, b191, b192, b193, b194) =AVERAGE(c185, c186, c187, c188, c189, c190, c191, c192, c193, c194) =AVERAGE(d185, d186, d187, d188, d189, d190, d191, d192, d193, d194) =AVERAGE(e185, e186, e187, e188, e189, e190, e191, e192, e193, e194) =AVERAGE(f185, f186, f187, f188, f189, f190, f191, f192, f193, f194) =AVERAGE(g185, g186, g187, g188, g189, g190, g191, g192, g193, g194) =AVERAGE(h185, h186, h187, h188, h189, h190, h191, h192, h193, h194) =AVERAGE(i185, i186, i187, i188, i189, i190, i191, i192, i193, i194) =AVERAGE(j185, j186, j187, j188, j189, j190, j191, j192, j193, j194) =AVERAGE(k185, k186, k187, k188, k189, k190, k191, k192, k193, k194) =AVERAGE(l185, l186, l187, l188, l189, l190, l191, l192, l193, l194) =AVERAGE(m185, m186, m187, m188, m189, m190, m191, m192, m193, m194) =AVERAGE(n185, n186, n187, n188, n189, n190, n191, n192, n193, n194) =AVERAGE(o185, o186, o187, o188, o189, o190, o191, o192, o193, o194) =AVERAGE(p185, p186, p187, p188, p189, p190, p191, p192, p193, p194) =AVERAGE(q185, q186, q187, q188, q189, q190, q191, q192, q193, q194) =AVERAGE(r185, r186, r187, r188, r189, r190, r191, r192, r193, r194) =AVERAGE(s185, s186, s187, s188, s189, s190, s191, s192, s193, s194) =AVERAGE(t185, t186, t187, t188, t189, t190, t191, t192, t193, t194) =STDEV.P(a185, a186, a187, a188, a189, a190, a191, a192, a193, a194) =STDEV.P(b185, b186, b187, b188, b189, b190, b191, b192, b193, b194) =STDEV.P(c185, c186, c187, c188, c189, c190, c191, c192, c193, c194) =STDEV.P(d185, d186, d187, d188, d189, d190, d191, d192, d193, d194) =STDEV.P(e185, e186, e187, e188, e189, e190, e191, e192, e193, e194) =STDEV.P(f185, f186, f187, f188, f189, f190, f191, f192, f193, f194) =STDEV.P(g185, g186, g187, g188, g189, g190, g191, g192, g193, g194) =STDEV.P(h185, h186, h187, h188, h189, h190, h191, h192, h193, h194) =STDEV.P(i185, i186, i187, i188, i189, i190, i191, i192, i193, i194) =STDEV.P(j185, j186, j187, j188, j189, j190, j191, j192, j193, j194) =STDEV.P(k185, k186, k187, k188, k189, k190, k191, k192, k193, k194) =STDEV.P(l185, l186, l187, l188, l189, l190, l191, l192, l193, l194) =STDEV.P(m185, m186, m187, m188, m189, m190, m191, m192, m193, m194) =STDEV.P(n185, n186, n187, n188, n189, n190, n191, n192, n193, n194) =STDEV.P(o185, o186, o187, o188, o189, o190, o191, o192, o193, o194) =STDEV.P(p185, p186, p187, p188, p189, p190, p191, p192, p193, p194) =STDEV.P(q185, q186, q187, q188, q189, q190, q191, q192, q193, q194) =STDEV.P(r185, r186, r187, r188, r189, r190, r191, r192, r193, r194) =STDEV.P(s185, s186, s187, s188, s189, s190, s191, s192, s193, s194) =STDEV.P(t185, t186, t187, t188, t189, t190, t191, t192, t193, t194)
+=AVERAGE(a195, a196, a197, a198, a199, a200, a201, a202, a203, a204) =AVERAGE(b195, b196, b197, b198, b199, b200, b201, b202, b203, b204) =AVERAGE(c195, c196, c197, c198, c199, c200, c201, c202, c203, c204) =AVERAGE(d195, d196, d197, d198, d199, d200, d201, d202, d203, d204) =AVERAGE(e195, e196, e197, e198, e199, e200, e201, e202, e203, e204) =AVERAGE(f195, f196, f197, f198, f199, f200, f201, f202, f203, f204) =AVERAGE(g195, g196, g197, g198, g199, g200, g201, g202, g203, g204) =AVERAGE(h195, h196, h197, h198, h199, h200, h201, h202, h203, h204) =AVERAGE(i195, i196, i197, i198, i199, i200, i201, i202, i203, i204) =AVERAGE(j195, j196, j197, j198, j199, j200, j201, j202, j203, j204) =AVERAGE(k195, k196, k197, k198, k199, k200, k201, k202, k203, k204) =AVERAGE(l195, l196, l197, l198, l199, l200, l201, l202, l203, l204) =AVERAGE(m195, m196, m197, m198, m199, m200, m201, m202, m203, m204) =AVERAGE(n195, n196, n197, n198, n199, n200, n201, n202, n203, n204) =AVERAGE(o195, o196, o197, o198, o199, o200, o201, o202, o203, o204) =AVERAGE(p195, p196, p197, p198, p199, p200, p201, p202, p203, p204) =AVERAGE(q195, q196, q197, q198, q199, q200, q201, q202, q203, q204) =AVERAGE(r195, r196, r197, r198, r199, r200, r201, r202, r203, r204) =AVERAGE(s195, s196, s197, s198, s199, s200, s201, s202, s203, s204) =AVERAGE(t195, t196, t197, t198, t199, t200, t201, t202, t203, t204) =STDEV.P(a195, a196, a197, a198, a199, a200, a201, a202, a203, a204) =STDEV.P(b195, b196, b197, b198, b199, b200, b201, b202, b203, b204) =STDEV.P(c195, c196, c197, c198, c199, c200, c201, c202, c203, c204) =STDEV.P(d195, d196, d197, d198, d199, d200, d201, d202, d203, d204) =STDEV.P(e195, e196, e197, e198, e199, e200, e201, e202, e203, e204) =STDEV.P(f195, f196, f197, f198, f199, f200, f201, f202, f203, f204) =STDEV.P(g195, g196, g197, g198, g199, g200, g201, g202, g203, g204) =STDEV.P(h195, h196, h197, h198, h199, h200, h201, h202, h203, h204) =STDEV.P(i195, i196, i197, i198, i199, i200, i201, i202, i203, i204) =STDEV.P(j195, j196, j197, j198, j199, j200, j201, j202, j203, j204) =STDEV.P(k195, k196, k197, k198, k199, k200, k201, k202, k203, k204) =STDEV.P(l195, l196, l197, l198, l199, l200, l201, l202, l203, l204) =STDEV.P(m195, m196, m197, m198, m199, m200, m201, m202, m203, m204) =STDEV.P(n195, n196, n197, n198, n199, n200, n201, n202, n203, n204) =STDEV.P(o195, o196, o197, o198, o199, o200, o201, o202, o203, o204) =STDEV.P(p195, p196, p197, p198, p199, p200, p201, p202, p203, p204) =STDEV.P(q195, q196, q197, q198, q199, q200, q201, q202, q203, q204) =STDEV.P(r195, r196, r197, r198, r199, r200, r201, r202, r203, r204) =STDEV.P(s195, s196, s197, s198, s199, s200, s201, s202, s203, s204) =STDEV.P(t195, t196, t197, t198, t199, t200, t201, t202, t203, t204)
+=AVERAGE(a205, a206, a207, a208, a209, a210, a211, a212, a213, a214) =AVERAGE(b205, b206, b207, b208, b209, b210, b211, b212, b213, b214) =AVERAGE(c205, c206, c207, c208, c209, c210, c211, c212, c213, c214) =AVERAGE(d205, d206, d207, d208, d209, d210, d211, d212, d213, d214) =AVERAGE(e205, e206, e207, e208, e209, e210, e211, e212, e213, e214) =AVERAGE(f205, f206, f207, f208, f209, f210, f211, f212, f213, f214) =AVERAGE(g205, g206, g207, g208, g209, g210, g211, g212, g213, g214) =AVERAGE(h205, h206, h207, h208, h209, h210, h211, h212, h213, h214) =AVERAGE(i205, i206, i207, i208, i209, i210, i211, i212, i213, i214) =AVERAGE(j205, j206, j207, j208, j209, j210, j211, j212, j213, j214) =AVERAGE(k205, k206, k207, k208, k209, k210, k211, k212, k213, k214) =AVERAGE(l205, l206, l207, l208, l209, l210, l211, l212, l213, l214) =AVERAGE(m205, m206, m207, m208, m209, m210, m211, m212, m213, m214) =AVERAGE(n205, n206, n207, n208, n209, n210, n211, n212, n213, n214) =AVERAGE(o205, o206, o207, o208, o209, o210, o211, o212, o213, o214) =AVERAGE(p205, p206, p207, p208, p209, p210, p211, p212, p213, p214) =AVERAGE(q205, q206, q207, q208, q209, q210, q211, q212, q213, q214) =AVERAGE(r205, r206, r207, r208, r209, r210, r211, r212, r213, r214) =AVERAGE(s205, s206, s207, s208, s209, s210, s211, s212, s213, s214) =AVERAGE(t205, t206, t207, t208, t209, t210, t211, t212, t213, t214) =STDEV.P(a205, a206, a207, a208, a209, a210, a211, a212, a213, a214) =STDEV.P(b205, b206, b207, b208, b209, b210, b211, b212, b213, b214) =STDEV.P(c205, c206, c207, c208, c209, c210, c211, c212, c213, c214) =STDEV.P(d205, d206, d207, d208, d209, d210, d211, d212, d213, d214) =STDEV.P(e205, e206, e207, e208, e209, e210, e211, e212, e213, e214) =STDEV.P(f205, f206, f207, f208, f209, f210, f211, f212, f213, f214) =STDEV.P(g205, g206, g207, g208, g209, g210, g211, g212, g213, g214) =STDEV.P(h205, h206, h207, h208, h209, h210, h211, h212, h213, h214) =STDEV.P(i205, i206, i207, i208, i209, i210, i211, i212, i213, i214) =STDEV.P(j205, j206, j207, j208, j209, j210, j211, j212, j213, j214) =STDEV.P(k205, k206, k207, k208, k209, k210, k211, k212, k213, k214) =STDEV.P(l205, l206, l207, l208, l209, l210, l211, l212, l213, l214) =STDEV.P(m205, m206, m207, m208, m209, m210, m211, m212, m213, m214) =STDEV.P(n205, n206, n207, n208, n209, n210, n211, n212, n213, n214) =STDEV.P(o205, o206, o207, o208, o209, o210, o211, o212, o213, o214) =STDEV.P(p205, p206, p207, p208, p209, p210, p211, p212, p213, p214) =STDEV.P(q205, q206, q207, q208, q209, q210, q211, q212, q213, q214) =STDEV.P(r205, r206, r207, r208, r209, r210, r211, r212, r213, r214) =STDEV.P(s205, s206, s207, s208, s209, s210, s211, s212, s213, s214) =STDEV.P(t205, t206, t207, t208, t209, t210, t211, t212, t213, t214)
+=AVERAGE(a215, a216, a217, a218, a219, a220, a221, a222, a223, a224) =AVERAGE(b215, b216, b217, b218, b219, b220, b221, b222, b223, b224) =AVERAGE(c215, c216, c217, c218, c219, c220, c221, c222, c223, c224) =AVERAGE(d215, d216, d217, d218, d219, d220, d221, d222, d223, d224) =AVERAGE(e215, e216, e217, e218, e219, e220, e221, e222, e223, e224) =AVERAGE(f215, f216, f217, f218, f219, f220, f221, f222, f223, f224) =AVERAGE(g215, g216, g217, g218, g219, g220, g221, g222, g223, g224) =AVERAGE(h215, h216, h217, h218, h219, h220, h221, h222, h223, h224) =AVERAGE(i215, i216, i217, i218, i219, i220, i221, i222, i223, i224) =AVERAGE(j215, j216, j217, j218, j219, j220, j221, j222, j223, j224) =AVERAGE(k215, k216, k217, k218, k219, k220, k221, k222, k223, k224) =AVERAGE(l215, l216, l217, l218, l219, l220, l221, l222, l223, l224) =AVERAGE(m215, m216, m217, m218, m219, m220, m221, m222, m223, m224) =AVERAGE(n215, n216, n217, n218, n219, n220, n221, n222, n223, n224) =AVERAGE(o215, o216, o217, o218, o219, o220, o221, o222, o223, o224) =AVERAGE(p215, p216, p217, p218, p219, p220, p221, p222, p223, p224) =AVERAGE(q215, q216, q217, q218, q219, q220, q221, q222, q223, q224) =AVERAGE(r215, r216, r217, r218, r219, r220, r221, r222, r223, r224) =AVERAGE(s215, s216, s217, s218, s219, s220, s221, s222, s223, s224) =AVERAGE(t215, t216, t217, t218, t219, t220, t221, t222, t223, t224) =STDEV.P(a215, a216, a217, a218, a219, a220, a221, a222, a223, a224) =STDEV.P(b215, b216, b217, b218, b219, b220, b221, b222, b223, b224) =STDEV.P(c215, c216, c217, c218, c219, c220, c221, c222, c223, c224) =STDEV.P(d215, d216, d217, d218, d219, d220, d221, d222, d223, d224) =STDEV.P(e215, e216, e217, e218, e219, e220, e221, e222, e223, e224) =STDEV.P(f215, f216, f217, f218, f219, f220, f221, f222, f223, f224) =STDEV.P(g215, g216, g217, g218, g219, g220, g221, g222, g223, g224) =STDEV.P(h215, h216, h217, h218, h219, h220, h221, h222, h223, h224) =STDEV.P(i215, i216, i217, i218, i219, i220, i221, i222, i223, i224) =STDEV.P(j215, j216, j217, j218, j219, j220, j221, j222, j223, j224) =STDEV.P(k215, k216, k217, k218, k219, k220, k221, k222, k223, k224) =STDEV.P(l215, l216, l217, l218, l219, l220, l221, l222, l223, l224) =STDEV.P(m215, m216, m217, m218, m219, m220, m221, m222, m223, m224) =STDEV.P(n215, n216, n217, n218, n219, n220, n221, n222, n223, n224) =STDEV.P(o215, o216, o217, o218, o219, o220, o221, o222, o223, o224) =STDEV.P(p215, p216, p217, p218, p219, p220, p221, p222, p223, p224) =STDEV.P(q215, q216, q217, q218, q219, q220, q221, q222, q223, q224) =STDEV.P(r215, r216, r217, r218, r219, r220, r221, r222, r223, r224) =STDEV.P(s215, s216, s217, s218, s219, s220, s221, s222, s223, s224) =STDEV.P(t215, t216, t217, t218, t219, t220, t221, t222, t223, t224)
+=AVERAGE(a225, a226, a227, a228, a229, a230, a231, a232, a233, a234) =AVERAGE(b225, b226, b227, b228, b229, b230, b231, b232, b233, b234) =AVERAGE(c225, c226, c227, c228, c229, c230, c231, c232, c233, c234) =AVERAGE(d225, d226, d227, d228, d229, d230, d231, d232, d233, d234) =AVERAGE(e225, e226, e227, e228, e229, e230, e231, e232, e233, e234) =AVERAGE(f225, f226, f227, f228, f229, f230, f231, f232, f233, f234) =AVERAGE(g225, g226, g227, g228, g229, g230, g231, g232, g233, g234) =AVERAGE(h225, h226, h227, h228, h229, h230, h231, h232, h233, h234) =AVERAGE(i225, i226, i227, i228, i229, i230, i231, i232, i233, i234) =AVERAGE(j225, j226, j227, j228, j229, j230, j231, j232, j233, j234) =AVERAGE(k225, k226, k227, k228, k229, k230, k231, k232, k233, k234) =AVERAGE(l225, l226, l227, l228, l229, l230, l231, l232, l233, l234) =AVERAGE(m225, m226, m227, m228, m229, m230, m231, m232, m233, m234) =AVERAGE(n225, n226, n227, n228, n229, n230, n231, n232, n233, n234) =AVERAGE(o225, o226, o227, o228, o229, o230, o231, o232, o233, o234) =AVERAGE(p225, p226, p227, p228, p229, p230, p231, p232, p233, p234) =AVERAGE(q225, q226, q227, q228, q229, q230, q231, q232, q233, q234) =AVERAGE(r225, r226, r227, r228, r229, r230, r231, r232, r233, r234) =AVERAGE(s225, s226, s227, s228, s229, s230, s231, s232, s233, s234) =AVERAGE(t225, t226, t227, t228, t229, t230, t231, t232, t233, t234) =STDEV.P(a225, a226, a227, a228, a229, a230, a231, a232, a233, a234) =STDEV.P(b225, b226, b227, b228, b229, b230, b231, b232, b233, b234) =STDEV.P(c225, c226, c227, c228, c229, c230, c231, c232, c233, c234) =STDEV.P(d225, d226, d227, d228, d229, d230, d231, d232, d233, d234) =STDEV.P(e225, e226, e227, e228, e229, e230, e231, e232, e233, e234) =STDEV.P(f225, f226, f227, f228, f229, f230, f231, f232, f233, f234) =STDEV.P(g225, g226, g227, g228, g229, g230, g231, g232, g233, g234) =STDEV.P(h225, h226, h227, h228, h229, h230, h231, h232, h233, h234) =STDEV.P(i225, i226, i227, i228, i229, i230, i231, i232, i233, i234) =STDEV.P(j225, j226, j227, j228, j229, j230, j231, j232, j233, j234) =STDEV.P(k225, k226, k227, k228, k229, k230, k231, k232, k233, k234) =STDEV.P(l225, l226, l227, l228, l229, l230, l231, l232, l233, l234) =STDEV.P(m225, m226, m227, m228, m229, m230, m231, m232, m233, m234) =STDEV.P(n225, n226, n227, n228, n229, n230, n231, n232, n233, n234) =STDEV.P(o225, o226, o227, o228, o229, o230, o231, o232, o233, o234) =STDEV.P(p225, p226, p227, p228, p229, p230, p231, p232, p233, p234) =STDEV.P(q225, q226, q227, q228, q229, q230, q231, q232, q233, q234) =STDEV.P(r225, r226, r227, r228, r229, r230, r231, r232, r233, r234) =STDEV.P(s225, s226, s227, s228, s229, s230, s231, s232, s233, s234) =STDEV.P(t225, t226, t227, t228, t229, t230, t231, t232, t233, t234)
+=AVERAGE(a235, a236, a237, a238, a239, a240, a241, a242, a243, a244) =AVERAGE(b235, b236, b237, b238, b239, b240, b241, b242, b243, b244) =AVERAGE(c235, c236, c237, c238, c239, c240, c241, c242, c243, c244) =AVERAGE(d235, d236, d237, d238, d239, d240, d241, d242, d243, d244) =AVERAGE(e235, e236, e237, e238, e239, e240, e241, e242, e243, e244) =AVERAGE(f235, f236, f237, f238, f239, f240, f241, f242, f243, f244) =AVERAGE(g235, g236, g237, g238, g239, g240, g241, g242, g243, g244) =AVERAGE(h235, h236, h237, h238, h239, h240, h241, h242, h243, h244) =AVERAGE(i235, i236, i237, i238, i239, i240, i241, i242, i243, i244) =AVERAGE(j235, j236, j237, j238, j239, j240, j241, j242, j243, j244) =AVERAGE(k235, k236, k237, k238, k239, k240, k241, k242, k243, k244) =AVERAGE(l235, l236, l237, l238, l239, l240, l241, l242, l243, l244) =AVERAGE(m235, m236, m237, m238, m239, m240, m241, m242, m243, m244) =AVERAGE(n235, n236, n237, n238, n239, n240, n241, n242, n243, n244) =AVERAGE(o235, o236, o237, o238, o239, o240, o241, o242, o243, o244) =AVERAGE(p235, p236, p237, p238, p239, p240, p241, p242, p243, p244) =AVERAGE(q235, q236, q237, q238, q239, q240, q241, q242, q243, q244) =AVERAGE(r235, r236, r237, r238, r239, r240, r241, r242, r243, r244) =AVERAGE(s235, s236, s237, s238, s239, s240, s241, s242, s243, s244) =AVERAGE(t235, t236, t237, t238, t239, t240, t241, t242, t243, t244) =STDEV.P(a235, a236, a237, a238, a239, a240, a241, a242, a243, a244) =STDEV.P(b235, b236, b237, b238, b239, b240, b241, b242, b243, b244) =STDEV.P(c235, c236, c237, c238, c239, c240, c241, c242, c243, c244) =STDEV.P(d235, d236, d237, d238, d239, d240, d241, d242, d243, d244) =STDEV.P(e235, e236, e237, e238, e239, e240, e241, e242, e243, e244) =STDEV.P(f235, f236, f237, f238, f239, f240, f241, f242, f243, f244) =STDEV.P(g235, g236, g237, g238, g239, g240, g241, g242, g243, g244) =STDEV.P(h235, h236, h237, h238, h239, h240, h241, h242, h243, h244) =STDEV.P(i235, i236, i237, i238, i239, i240, i241, i242, i243, i244) =STDEV.P(j235, j236, j237, j238, j239, j240, j241, j242, j243, j244) =STDEV.P(k235, k236, k237, k238, k239, k240, k241, k242, k243, k244) =STDEV.P(l235, l236, l237, l238, l239, l240, l241, l242, l243, l244) =STDEV.P(m235, m236, m237, m238, m239, m240, m241, m242, m243, m244) =STDEV.P(n235, n236, n237, n238, n239, n240, n241, n242, n243, n244) =STDEV.P(o235, o236, o237, o238, o239, o240, o241, o242, o243, o244) =STDEV.P(p235, p236, p237, p238, p239, p240, p241, p242, p243, p244) =STDEV.P(q235, q236, q237, q238, q239, q240, q241, q242, q243, q244) =STDEV.P(r235, r236, r237, r238, r239, r240, r241, r242, r243, r244) =STDEV.P(s235, s236, s237, s238, s239, s240, s241, s242, s243, s244) =STDEV.P(t235, t236, t237, t238, t239, t240, t241, t242, t243, t244)
+=AVERAGE(a245, a246, a247, a248, a249, a250, a251, a252, a253, a254) =AVERAGE(b245, b246, b247, b248, b249, b250, b251, b252, b253, b254) =AVERAGE(c245, c246, c247, c248, c249, c250, c251, c252, c253, c254) =AVERAGE(d245, d246, d247, d248, d249, d250, d251, d252, d253, d254) =AVERAGE(e245, e246, e247, e248, e249, e250, e251, e252, e253, e254) =AVERAGE(f245, f246, f247, f248, f249, f250, f251, f252, f253, f254) =AVERAGE(g245, g246, g247, g248, g249, g250, g251, g252, g253, g254) =AVERAGE(h245, h246, h247, h248, h249, h250, h251, h252, h253, h254) =AVERAGE(i245, i246, i247, i248, i249, i250, i251, i252, i253, i254) =AVERAGE(j245, j246, j247, j248, j249, j250, j251, j252, j253, j254) =AVERAGE(k245, k246, k247, k248, k249, k250, k251, k252, k253, k254) =AVERAGE(l245, l246, l247, l248, l249, l250, l251, l252, l253, l254) =AVERAGE(m245, m246, m247, m248, m249, m250, m251, m252, m253, m254) =AVERAGE(n245, n246, n247, n248, n249, n250, n251, n252, n253, n254) =AVERAGE(o245, o246, o247, o248, o249, o250, o251, o252, o253, o254) =AVERAGE(p245, p246, p247, p248, p249, p250, p251, p252, p253, p254) =AVERAGE(q245, q246, q247, q248, q249, q250, q251, q252, q253, q254) =AVERAGE(r245, r246, r247, r248, r249, r250, r251, r252, r253, r254) =AVERAGE(s245, s246, s247, s248, s249, s250, s251, s252, s253, s254) =AVERAGE(t245, t246, t247, t248, t249, t250, t251, t252, t253, t254) =STDEV.P(a245, a246, a247, a248, a249, a250, a251, a252, a253, a254) =STDEV.P(b245, b246, b247, b248, b249, b250, b251, b252, b253, b254) =STDEV.P(c245, c246, c247, c248, c249, c250, c251, c252, c253, c254) =STDEV.P(d245, d246, d247, d248, d249, d250, d251, d252, d253, d254) =STDEV.P(e245, e246, e247, e248, e249, e250, e251, e252, e253, e254) =STDEV.P(f245, f246, f247, f248, f249, f250, f251, f252, f253, f254) =STDEV.P(g245, g246, g247, g248, g249, g250, g251, g252, g253, g254) =STDEV.P(h245, h246, h247, h248, h249, h250, h251, h252, h253, h254) =STDEV.P(i245, i246, i247, i248, i249, i250, i251, i252, i253, i254) =STDEV.P(j245, j246, j247, j248, j249, j250, j251, j252, j253, j254) =STDEV.P(k245, k246, k247, k248, k249, k250, k251, k252, k253, k254) =STDEV.P(l245, l246, l247, l248, l249, l250, l251, l252, l253, l254) =STDEV.P(m245, m246, m247, m248, m249, m250, m251, m252, m253, m254) =STDEV.P(n245, n246, n247, n248, n249, n250, n251, n252, n253, n254) =STDEV.P(o245, o246, o247, o248, o249, o250, o251, o252, o253, o254) =STDEV.P(p245, p246, p247, p248, p249, p250, p251, p252, p253, p254) =STDEV.P(q245, q246, q247, q248, q249, q250, q251, q252, q253, q254) =STDEV.P(r245, r246, r247, r248, r249, r250, r251, r252, r253, r254) =STDEV.P(s245, s246, s247, s248, s249, s250, s251, s252, s253, s254) =STDEV.P(t245, t246, t247, t248, t249, t250, t251, t252, t253, t254)
+=AVERAGE(a255, a256, a257, a258, a259, a260, a261, a262, a263, a264) =AVERAGE(b255, b256, b257, b258, b259, b260, b261, b262, b263, b264) =AVERAGE(c255, c256, c257, c258, c259, c260, c261, c262, c263, c264) =AVERAGE(d255, d256, d257, d258, d259, d260, d261, d262, d263, d264) =AVERAGE(e255, e256, e257, e258, e259, e260, e261, e262, e263, e264) =AVERAGE(f255, f256, f257, f258, f259, f260, f261, f262, f263, f264) =AVERAGE(g255, g256, g257, g258, g259, g260, g261, g262, g263, g264) =AVERAGE(h255, h256, h257, h258, h259, h260, h261, h262, h263, h264) =AVERAGE(i255, i256, i257, i258, i259, i260, i261, i262, i263, i264) =AVERAGE(j255, j256, j257, j258, j259, j260, j261, j262, j263, j264) =AVERAGE(k255, k256, k257, k258, k259, k260, k261, k262, k263, k264) =AVERAGE(l255, l256, l257, l258, l259, l260, l261, l262, l263, l264) =AVERAGE(m255, m256, m257, m258, m259, m260, m261, m262, m263, m264) =AVERAGE(n255, n256, n257, n258, n259, n260, n261, n262, n263, n264) =AVERAGE(o255, o256, o257, o258, o259, o260, o261, o262, o263, o264) =AVERAGE(p255, p256, p257, p258, p259, p260, p261, p262, p263, p264) =AVERAGE(q255, q256, q257, q258, q259, q260, q261, q262, q263, q264) =AVERAGE(r255, r256, r257, r258, r259, r260, r261, r262, r263, r264) =AVERAGE(s255, s256, s257, s258, s259, s260, s261, s262, s263, s264) =AVERAGE(t255, t256, t257, t258, t259, t260, t261, t262, t263, t264) =STDEV.P(a255, a256, a257, a258, a259, a260, a261, a262, a263, a264) =STDEV.P(b255, b256, b257, b258, b259, b260, b261, b262, b263, b264) =STDEV.P(c255, c256, c257, c258, c259, c260, c261, c262, c263, c264) =STDEV.P(d255, d256, d257, d258, d259, d260, d261, d262, d263, d264) =STDEV.P(e255, e256, e257, e258, e259, e260, e261, e262, e263, e264) =STDEV.P(f255, f256, f257, f258, f259, f260, f261, f262, f263, f264) =STDEV.P(g255, g256, g257, g258, g259, g260, g261, g262, g263, g264) =STDEV.P(h255, h256, h257, h258, h259, h260, h261, h262, h263, h264) =STDEV.P(i255, i256, i257, i258, i259, i260, i261, i262, i263, i264) =STDEV.P(j255, j256, j257, j258, j259, j260, j261, j262, j263, j264) =STDEV.P(k255, k256, k257, k258, k259, k260, k261, k262, k263, k264) =STDEV.P(l255, l256, l257, l258, l259, l260, l261, l262, l263, l264) =STDEV.P(m255, m256, m257, m258, m259, m260, m261, m262, m263, m264) =STDEV.P(n255, n256, n257, n258, n259, n260, n261, n262, n263, n264) =STDEV.P(o255, o256, o257, o258, o259, o260, o261, o262, o263, o264) =STDEV.P(p255, p256, p257, p258, p259, p260, p261, p262, p263, p264) =STDEV.P(q255, q256, q257, q258, q259, q260, q261, q262, q263, q264) =STDEV.P(r255, r256, r257, r258, r259, r260, r261, r262, r263, r264) =STDEV.P(s255, s256, s257, s258, s259, s260, s261, s262, s263, s264) =STDEV.P(t255, t256, t257, t258, t259, t260, t261, t262, t263, t264)
+=AVERAGE(a265, a266, a267, a268, a269, a270, a271, a272, a273, a274) =AVERAGE(b265, b266, b267, b268, b269, b270, b271, b272, b273, b274) =AVERAGE(c265, c266, c267, c268, c269, c270, c271, c272, c273, c274) =AVERAGE(d265, d266, d267, d268, d269, d270, d271, d272, d273, d274) =AVERAGE(e265, e266, e267, e268, e269, e270, e271, e272, e273, e274) =AVERAGE(f265, f266, f267, f268, f269, f270, f271, f272, f273, f274) =AVERAGE(g265, g266, g267, g268, g269, g270, g271, g272, g273, g274) =AVERAGE(h265, h266, h267, h268, h269, h270, h271, h272, h273, h274) =AVERAGE(i265, i266, i267, i268, i269, i270, i271, i272, i273, i274) =AVERAGE(j265, j266, j267, j268, j269, j270, j271, j272, j273, j274) =AVERAGE(k265, k266, k267, k268, k269, k270, k271, k272, k273, k274) =AVERAGE(l265, l266, l267, l268, l269, l270, l271, l272, l273, l274) =AVERAGE(m265, m266, m267, m268, m269, m270, m271, m272, m273, m274) =AVERAGE(n265, n266, n267, n268, n269, n270, n271, n272, n273, n274) =AVERAGE(o265, o266, o267, o268, o269, o270, o271, o272, o273, o274) =AVERAGE(p265, p266, p267, p268, p269, p270, p271, p272, p273, p274) =AVERAGE(q265, q266, q267, q268, q269, q270, q271, q272, q273, q274) =AVERAGE(r265, r266, r267, r268, r269, r270, r271, r272, r273, r274) =AVERAGE(s265, s266, s267, s268, s269, s270, s271, s272, s273, s274) =AVERAGE(t265, t266, t267, t268, t269, t270, t271, t272, t273, t274) =STDEV.P(a265, a266, a267, a268, a269, a270, a271, a272, a273, a274) =STDEV.P(b265, b266, b267, b268, b269, b270, b271, b272, b273, b274) =STDEV.P(c265, c266, c267, c268, c269, c270, c271, c272, c273, c274) =STDEV.P(d265, d266, d267, d268, d269, d270, d271, d272, d273, d274) =STDEV.P(e265, e266, e267, e268, e269, e270, e271, e272, e273, e274) =STDEV.P(f265, f266, f267, f268, f269, f270, f271, f272, f273, f274) =STDEV.P(g265, g266, g267, g268, g269, g270, g271, g272, g273, g274) =STDEV.P(h265, h266, h267, h268, h269, h270, h271, h272, h273, h274) =STDEV.P(i265, i266, i267, i268, i269, i270, i271, i272, i273, i274) =STDEV.P(j265, j266, j267, j268, j269, j270, j271, j272, j273, j274) =STDEV.P(k265, k266, k267, k268, k269, k270, k271, k272, k273, k274) =STDEV.P(l265, l266, l267, l268, l269, l270, l271, l272, l273, l274) =STDEV.P(m265, m266, m267, m268, m269, m270, m271, m272, m273, m274) =STDEV.P(n265, n266, n267, n268, n269, n270, n271, n272, n273, n274) =STDEV.P(o265, o266, o267, o268, o269, o270, o271, o272, o273, o274) =STDEV.P(p265, p266, p267, p268, p269, p270, p271, p272, p273, p274) =STDEV.P(q265, q266, q267, q268, q269, q270, q271, q272, q273, q274) =STDEV.P(r265, r266, r267, r268, r269, r270, r271, r272, r273, r274) =STDEV.P(s265, s266, s267, s268, s269, s270, s271, s272, s273, s274) =STDEV.P(t265, t266, t267, t268, t269, t270, t271, t272, t273, t274)
+=AVERAGE(a275, a276, a277, a278, a279, a280, a281, a282, a283, a284) =AVERAGE(b275, b276, b277, b278, b279, b280, b281, b282, b283, b284) =AVERAGE(c275, c276, c277, c278, c279, c280, c281, c282, c283, c284) =AVERAGE(d275, d276, d277, d278, d279, d280, d281, d282, d283, d284) =AVERAGE(e275, e276, e277, e278, e279, e280, e281, e282, e283, e284) =AVERAGE(f275, f276, f277, f278, f279, f280, f281, f282, f283, f284) =AVERAGE(g275, g276, g277, g278, g279, g280, g281, g282, g283, g284) =AVERAGE(h275, h276, h277, h278, h279, h280, h281, h282, h283, h284) =AVERAGE(i275, i276, i277, i278, i279, i280, i281, i282, i283, i284) =AVERAGE(j275, j276, j277, j278, j279, j280, j281, j282, j283, j284) =AVERAGE(k275, k276, k277, k278, k279, k280, k281, k282, k283, k284) =AVERAGE(l275, l276, l277, l278, l279, l280, l281, l282, l283, l284) =AVERAGE(m275, m276, m277, m278, m279, m280, m281, m282, m283, m284) =AVERAGE(n275, n276, n277, n278, n279, n280, n281, n282, n283, n284) =AVERAGE(o275, o276, o277, o278, o279, o280, o281, o282, o283, o284) =AVERAGE(p275, p276, p277, p278, p279, p280, p281, p282, p283, p284) =AVERAGE(q275, q276, q277, q278, q279, q280, q281, q282, q283, q284) =AVERAGE(r275, r276, r277, r278, r279, r280, r281, r282, r283, r284) =AVERAGE(s275, s276, s277, s278, s279, s280, s281, s282, s283, s284) =AVERAGE(t275, t276, t277, t278, t279, t280, t281, t282, t283, t284) =STDEV.P(a275, a276, a277, a278, a279, a280, a281, a282, a283, a284) =STDEV.P(b275, b276, b277, b278, b279, b280, b281, b282, b283, b284) =STDEV.P(c275, c276, c277, c278, c279, c280, c281, c282, c283, c284) =STDEV.P(d275, d276, d277, d278, d279, d280, d281, d282, d283, d284) =STDEV.P(e275, e276, e277, e278, e279, e280, e281, e282, e283, e284) =STDEV.P(f275, f276, f277, f278, f279, f280, f281, f282, f283, f284) =STDEV.P(g275, g276, g277, g278, g279, g280, g281, g282, g283, g284) =STDEV.P(h275, h276, h277, h278, h279, h280, h281, h282, h283, h284) =STDEV.P(i275, i276, i277, i278, i279, i280, i281, i282, i283, i284) =STDEV.P(j275, j276, j277, j278, j279, j280, j281, j282, j283, j284) =STDEV.P(k275, k276, k277, k278, k279, k280, k281, k282, k283, k284) =STDEV.P(l275, l276, l277, l278, l279, l280, l281, l282, l283, l284) =STDEV.P(m275, m276, m277, m278, m279, m280, m281, m282, m283, m284) =STDEV.P(n275, n276, n277, n278, n279, n280, n281, n282, n283, n284) =STDEV.P(o275, o276, o277, o278, o279, o280, o281, o282, o283, o284) =STDEV.P(p275, p276, p277, p278, p279, p280, p281, p282, p283, p284) =STDEV.P(q275, q276, q277, q278, q279, q280, q281, q282, q283, q284) =STDEV.P(r275, r276, r277, r278, r279, r280, r281, r282, r283, r284) =STDEV.P(s275, s276, s277, s278, s279, s280, s281, s282, s283, s284) =STDEV.P(t275, t276, t277, t278, t279, t280, t281, t282, t283, t284)
+=AVERAGE(a285, a286, a287, a288, a289, a290, a291, a292, a293, a294) =AVERAGE(b285, b286, b287, b288, b289, b290, b291, b292, b293, b294) =AVERAGE(c285, c286, c287, c288, c289, c290, c291, c292, c293, c294) =AVERAGE(d285, d286, d287, d288, d289, d290, d291, d292, d293, d294) =AVERAGE(e285, e286, e287, e288, e289, e290, e291, e292, e293, e294) =AVERAGE(f285, f286, f287, f288, f289, f290, f291, f292, f293, f294) =AVERAGE(g285, g286, g287, g288, g289, g290, g291, g292, g293, g294) =AVERAGE(h285, h286, h287, h288, h289, h290, h291, h292, h293, h294) =AVERAGE(i285, i286, i287, i288, i289, i290, i291, i292, i293, i294) =AVERAGE(j285, j286, j287, j288, j289, j290, j291, j292, j293, j294) =AVERAGE(k285, k286, k287, k288, k289, k290, k291, k292, k293, k294) =AVERAGE(l285, l286, l287, l288, l289, l290, l291, l292, l293, l294) =AVERAGE(m285, m286, m287, m288, m289, m290, m291, m292, m293, m294) =AVERAGE(n285, n286, n287, n288, n289, n290, n291, n292, n293, n294) =AVERAGE(o285, o286, o287, o288, o289, o290, o291, o292, o293, o294) =AVERAGE(p285, p286, p287, p288, p289, p290, p291, p292, p293, p294) =AVERAGE(q285, q286, q287, q288, q289, q290, q291, q292, q293, q294) =AVERAGE(r285, r286, r287, r288, r289, r290, r291, r292, r293, r294) =AVERAGE(s285, s286, s287, s288, s289, s290, s291, s292, s293, s294) =AVERAGE(t285, t286, t287, t288, t289, t290, t291, t292, t293, t294) =STDEV.P(a285, a286, a287, a288, a289, a290, a291, a292, a293, a294) =STDEV.P(b285, b286, b287, b288, b289, b290, b291, b292, b293, b294) =STDEV.P(c285, c286, c287, c288, c289, c290, c291, c292, c293, c294) =STDEV.P(d285, d286, d287, d288, d289, d290, d291, d292, d293, d294) =STDEV.P(e285, e286, e287, e288, e289, e290, e291, e292, e293, e294) =STDEV.P(f285, f286, f287, f288, f289, f290, f291, f292, f293, f294) =STDEV.P(g285, g286, g287, g288, g289, g290, g291, g292, g293, g294) =STDEV.P(h285, h286, h287, h288, h289, h290, h291, h292, h293, h294) =STDEV.P(i285, i286, i287, i288, i289, i290, i291, i292, i293, i294) =STDEV.P(j285, j286, j287, j288, j289, j290, j291, j292, j293, j294) =STDEV.P(k285, k286, k287, k288, k289, k290, k291, k292, k293, k294) =STDEV.P(l285, l286, l287, l288, l289, l290, l291, l292, l293, l294) =STDEV.P(m285, m286, m287, m288, m289, m290, m291, m292, m293, m294) =STDEV.P(n285, n286, n287, n288, n289, n290, n291, n292, n293, n294) =STDEV.P(o285, o286, o287, o288, o289, o290, o291, o292, o293, o294) =STDEV.P(p285, p286, p287, p288, p289, p290, p291, p292, p293, p294) =STDEV.P(q285, q286, q287, q288, q289, q290, q291, q292, q293, q294) =STDEV.P(r285, r286, r287, r288, r289, r290, r291, r292, r293, r294) =STDEV.P(s285, s286, s287, s288, s289, s290, s291, s292, s293, s294) =STDEV.P(t285, t286, t287, t288, t289, t290, t291, t292, t293, t294)
+=AVERAGE(a295, a296, a297, a298, a299, a300, a301, a302, a303, a304) =AVERAGE(b295, b296, b297, b298, b299, b300, b301, b302, b303, b304) =AVERAGE(c295, c296, c297, c298, c299, c300, c301, c302, c303, c304) =AVERAGE(d295, d296, d297, d298, d299, d300, d301, d302, d303, d304) =AVERAGE(e295, e296, e297, e298, e299, e300, e301, e302, e303, e304) =AVERAGE(f295, f296, f297, f298, f299, f300, f301, f302, f303, f304) =AVERAGE(g295, g296, g297, g298, g299, g300, g301, g302, g303, g304) =AVERAGE(h295, h296, h297, h298, h299, h300, h301, h302, h303, h304) =AVERAGE(i295, i296, i297, i298, i299, i300, i301, i302, i303, i304) =AVERAGE(j295, j296, j297, j298, j299, j300, j301, j302, j303, j304) =AVERAGE(k295, k296, k297, k298, k299, k300, k301, k302, k303, k304) =AVERAGE(l295, l296, l297, l298, l299, l300, l301, l302, l303, l304) =AVERAGE(m295, m296, m297, m298, m299, m300, m301, m302, m303, m304) =AVERAGE(n295, n296, n297, n298, n299, n300, n301, n302, n303, n304) =AVERAGE(o295, o296, o297, o298, o299, o300, o301, o302, o303, o304) =AVERAGE(p295, p296, p297, p298, p299, p300, p301, p302, p303, p304) =AVERAGE(q295, q296, q297, q298, q299, q300, q301, q302, q303, q304) =AVERAGE(r295, r296, r297, r298, r299, r300, r301, r302, r303, r304) =AVERAGE(s295, s296, s297, s298, s299, s300, s301, s302, s303, s304) =AVERAGE(t295, t296, t297, t298, t299, t300, t301, t302, t303, t304) =STDEV.P(a295, a296, a297, a298, a299, a300, a301, a302, a303, a304) =STDEV.P(b295, b296, b297, b298, b299, b300, b301, b302, b303, b304) =STDEV.P(c295, c296, c297, c298, c299, c300, c301, c302, c303, c304) =STDEV.P(d295, d296, d297, d298, d299, d300, d301, d302, d303, d304) =STDEV.P(e295, e296, e297, e298, e299, e300, e301, e302, e303, e304) =STDEV.P(f295, f296, f297, f298, f299, f300, f301, f302, f303, f304) =STDEV.P(g295, g296, g297, g298, g299, g300, g301, g302, g303, g304) =STDEV.P(h295, h296, h297, h298, h299, h300, h301, h302, h303, h304) =STDEV.P(i295, i296, i297, i298, i299, i300, i301, i302, i303, i304) =STDEV.P(j295, j296, j297, j298, j299, j300, j301, j302, j303, j304) =STDEV.P(k295, k296, k297, k298, k299, k300, k301, k302, k303, k304) =STDEV.P(l295, l296, l297, l298, l299, l300, l301, l302, l303, l304) =STDEV.P(m295, m296, m297, m298, m299, m300, m301, m302, m303, m304) =STDEV.P(n295, n296, n297, n298, n299, n300, n301, n302, n303, n304) =STDEV.P(o295, o296, o297, o298, o299, o300, o301, o302, o303, o304) =STDEV.P(p295, p296, p297, p298, p299, p300, p301, p302, p303, p304) =STDEV.P(q295, q296, q297, q298, q299, q300, q301, q302, q303, q304) =STDEV.P(r295, r296, r297, r298, r299, r300, r301, r302, r303, r304) =STDEV.P(s295, s296, s297, s298, s299, s300, s301, s302, s303, s304) =STDEV.P(t295, t296, t297, t298, t299, t300, t301, t302, t303, t304)
+=AVERAGE(a305, a306, a307, a308, a309, a310, a311, a312, a313, a314) =AVERAGE(b305, b306, b307, b308, b309, b310, b311, b312, b313, b314) =AVERAGE(c305, c306, c307, c308, c309, c310, c311, c312, c313, c314) =AVERAGE(d305, d306, d307, d308, d309, d310, d311, d312, d313, d314) =AVERAGE(e305, e306, e307, e308, e309, e310, e311, e312, e313, e314) =AVERAGE(f305, f306, f307, f308, f309, f310, f311, f312, f313, f314) =AVERAGE(g305, g306, g307, g308, g309, g310, g311, g312, g313, g314) =AVERAGE(h305, h306, h307, h308, h309, h310, h311, h312, h313, h314) =AVERAGE(i305, i306, i307, i308, i309, i310, i311, i312, i313, i314) =AVERAGE(j305, j306, j307, j308, j309, j310, j311, j312, j313, j314) =AVERAGE(k305, k306, k307, k308, k309, k310, k311, k312, k313, k314) =AVERAGE(l305, l306, l307, l308, l309, l310, l311, l312, l313, l314) =AVERAGE(m305, m306, m307, m308, m309, m310, m311, m312, m313, m314) =AVERAGE(n305, n306, n307, n308, n309, n310, n311, n312, n313, n314) =AVERAGE(o305, o306, o307, o308, o309, o310, o311, o312, o313, o314) =AVERAGE(p305, p306, p307, p308, p309, p310, p311, p312, p313, p314) =AVERAGE(q305, q306, q307, q308, q309, q310, q311, q312, q313, q314) =AVERAGE(r305, r306, r307, r308, r309, r310, r311, r312, r313, r314) =AVERAGE(s305, s306, s307, s308, s309, s310, s311, s312, s313, s314) =AVERAGE(t305, t306, t307, t308, t309, t310, t311, t312, t313, t314) =STDEV.P(a305, a306, a307, a308, a309, a310, a311, a312, a313, a314) =STDEV.P(b305, b306, b307, b308, b309, b310, b311, b312, b313, b314) =STDEV.P(c305, c306, c307, c308, c309, c310, c311, c312, c313, c314) =STDEV.P(d305, d306, d307, d308, d309, d310, d311, d312, d313, d314) =STDEV.P(e305, e306, e307, e308, e309, e310, e311, e312, e313, e314) =STDEV.P(f305, f306, f307, f308, f309, f310, f311, f312, f313, f314) =STDEV.P(g305, g306, g307, g308, g309, g310, g311, g312, g313, g314) =STDEV.P(h305, h306, h307, h308, h309, h310, h311, h312, h313, h314) =STDEV.P(i305, i306, i307, i308, i309, i310, i311, i312, i313, i314) =STDEV.P(j305, j306, j307, j308, j309, j310, j311, j312, j313, j314) =STDEV.P(k305, k306, k307, k308, k309, k310, k311, k312, k313, k314) =STDEV.P(l305, l306, l307, l308, l309, l310, l311, l312, l313, l314) =STDEV.P(m305, m306, m307, m308, m309, m310, m311, m312, m313, m314) =STDEV.P(n305, n306, n307, n308, n309, n310, n311, n312, n313, n314) =STDEV.P(o305, o306, o307, o308, o309, o310, o311, o312, o313, o314) =STDEV.P(p305, p306, p307, p308, p309, p310, p311, p312, p313, p314) =STDEV.P(q305, q306, q307, q308, q309, q310, q311, q312, q313, q314) =STDEV.P(r305, r306, r307, r308, r309, r310, r311, r312, r313, r314) =STDEV.P(s305, s306, s307, s308, s309, s310, s311, s312, s313, s314) =STDEV.P(t305, t306, t307, t308, t309, t310, t311, t312, t313, t314)
+=AVERAGE(a315, a316, a317, a318, a319, a320, a321, a322, a323, a324) =AVERAGE(b315, b316, b317, b318, b319, b320, b321, b322, b323, b324) =AVERAGE(c315, c316, c317, c318, c319, c320, c321, c322, c323, c324) =AVERAGE(d315, d316, d317, d318, d319, d320, d321, d322, d323, d324) =AVERAGE(e315, e316, e317, e318, e319, e320, e321, e322, e323, e324) =AVERAGE(f315, f316, f317, f318, f319, f320, f321, f322, f323, f324) =AVERAGE(g315, g316, g317, g318, g319, g320, g321, g322, g323, g324) =AVERAGE(h315, h316, h317, h318, h319, h320, h321, h322, h323, h324) =AVERAGE(i315, i316, i317, i318, i319, i320, i321, i322, i323, i324) =AVERAGE(j315, j316, j317, j318, j319, j320, j321, j322, j323, j324) =AVERAGE(k315, k316, k317, k318, k319, k320, k321, k322, k323, k324) =AVERAGE(l315, l316, l317, l318, l319, l320, l321, l322, l323, l324) =AVERAGE(m315, m316, m317, m318, m319, m320, m321, m322, m323, m324) =AVERAGE(n315, n316, n317, n318, n319, n320, n321, n322, n323, n324) =AVERAGE(o315, o316, o317, o318, o319, o320, o321, o322, o323, o324) =AVERAGE(p315, p316, p317, p318, p319, p320, p321, p322, p323, p324) =AVERAGE(q315, q316, q317, q318, q319, q320, q321, q322, q323, q324) =AVERAGE(r315, r316, r317, r318, r319, r320, r321, r322, r323, r324) =AVERAGE(s315, s316, s317, s318, s319, s320, s321, s322, s323, s324) =AVERAGE(t315, t316, t317, t318, t319, t320, t321, t322, t323, t324) =STDEV.P(a315, a316, a317, a318, a319, a320, a321, a322, a323, a324) =STDEV.P(b315, b316, b317, b318, b319, b320, b321, b322, b323, b324) =STDEV.P(c315, c316, c317, c318, c319, c320, c321, c322, c323, c324) =STDEV.P(d315, d316, d317, d318, d319, d320, d321, d322, d323, d324) =STDEV.P(e315, e316, e317, e318, e319, e320, e321, e322, e323, e324) =STDEV.P(f315, f316, f317, f318, f319, f320, f321, f322, f323, f324) =STDEV.P(g315, g316, g317, g318, g319, g320, g321, g322, g323, g324) =STDEV.P(h315, h316, h317, h318, h319, h320, h321, h322, h323, h324) =STDEV.P(i315, i316, i317, i318, i319, i320, i321, i322, i323, i324) =STDEV.P(j315, j316, j317, j318, j319, j320, j321, j322, j323, j324) =STDEV.P(k315, k316, k317, k318, k319, k320, k321, k322, k323, k324) =STDEV.P(l315, l316, l317, l318, l319, l320, l321, l322, l323, l324) =STDEV.P(m315, m316, m317, m318, m319, m320, m321, m322, m323, m324) =STDEV.P(n315, n316, n317, n318, n319, n320, n321, n322, n323, n324) =STDEV.P(o315, o316, o317, o318, o319, o320, o321, o322, o323, o324) =STDEV.P(p315, p316, p317, p318, p319, p320, p321, p322, p323, p324) =STDEV.P(q315, q316, q317, q318, q319, q320, q321, q322, q323, q324) =STDEV.P(r315, r316, r317, r318, r319, r320, r321, r322, r323, r324) =STDEV.P(s315, s316, s317, s318, s319, s320, s321, s322, s323, s324) =STDEV.P(t315, t316, t317, t318, t319, t320, t321, t322, t323, t324)
+=AVERAGE(a325, a326, a327, a328, a329, a330, a331, a332, a333, a334) =AVERAGE(b325, b326, b327, b328, b329, b330, b331, b332, b333, b334) =AVERAGE(c325, c326, c327, c328, c329, c330, c331, c332, c333, c334) =AVERAGE(d325, d326, d327, d328, d329, d330, d331, d332, d333, d334) =AVERAGE(e325, e326, e327, e328, e329, e330, e331, e332, e333, e334) =AVERAGE(f325, f326, f327, f328, f329, f330, f331, f332, f333, f334) =AVERAGE(g325, g326, g327, g328, g329, g330, g331, g332, g333, g334) =AVERAGE(h325, h326, h327, h328, h329, h330, h331, h332, h333, h334) =AVERAGE(i325, i326, i327, i328, i329, i330, i331, i332, i333, i334) =AVERAGE(j325, j326, j327, j328, j329, j330, j331, j332, j333, j334) =AVERAGE(k325, k326, k327, k328, k329, k330, k331, k332, k333, k334) =AVERAGE(l325, l326, l327, l328, l329, l330, l331, l332, l333, l334) =AVERAGE(m325, m326, m327, m328, m329, m330, m331, m332, m333, m334) =AVERAGE(n325, n326, n327, n328, n329, n330, n331, n332, n333, n334) =AVERAGE(o325, o326, o327, o328, o329, o330, o331, o332, o333, o334) =AVERAGE(p325, p326, p327, p328, p329, p330, p331, p332, p333, p334) =AVERAGE(q325, q326, q327, q328, q329, q330, q331, q332, q333, q334) =AVERAGE(r325, r326, r327, r328, r329, r330, r331, r332, r333, r334) =AVERAGE(s325, s326, s327, s328, s329, s330, s331, s332, s333, s334) =AVERAGE(t325, t326, t327, t328, t329, t330, t331, t332, t333, t334) =STDEV.P(a325, a326, a327, a328, a329, a330, a331, a332, a333, a334) =STDEV.P(b325, b326, b327, b328, b329, b330, b331, b332, b333, b334) =STDEV.P(c325, c326, c327, c328, c329, c330, c331, c332, c333, c334) =STDEV.P(d325, d326, d327, d328, d329, d330, d331, d332, d333, d334) =STDEV.P(e325, e326, e327, e328, e329, e330, e331, e332, e333, e334) =STDEV.P(f325, f326, f327, f328, f329, f330, f331, f332, f333, f334) =STDEV.P(g325, g326, g327, g328, g329, g330, g331, g332, g333, g334) =STDEV.P(h325, h326, h327, h328, h329, h330, h331, h332, h333, h334) =STDEV.P(i325, i326, i327, i328, i329, i330, i331, i332, i333, i334) =STDEV.P(j325, j326, j327, j328, j329, j330, j331, j332, j333, j334) =STDEV.P(k325, k326, k327, k328, k329, k330, k331, k332, k333, k334) =STDEV.P(l325, l326, l327, l328, l329, l330, l331, l332, l333, l334) =STDEV.P(m325, m326, m327, m328, m329, m330, m331, m332, m333, m334) =STDEV.P(n325, n326, n327, n328, n329, n330, n331, n332, n333, n334) =STDEV.P(o325, o326, o327, o328, o329, o330, o331, o332, o333, o334) =STDEV.P(p325, p326, p327, p328, p329, p330, p331, p332, p333, p334) =STDEV.P(q325, q326, q327, q328, q329, q330, q331, q332, q333, q334) =STDEV.P(r325, r326, r327, r328, r329, r330, r331, r332, r333, r334) =STDEV.P(s325, s326, s327, s328, s329, s330, s331, s332, s333, s334) =STDEV.P(t325, t326, t327, t328, t329, t330, t331, t332, t333, t334)
+=AVERAGE(a335, a336, a337, a338, a339, a340, a341, a342, a343, a344) =AVERAGE(b335, b336, b337, b338, b339, b340, b341, b342, b343, b344) =AVERAGE(c335, c336, c337, c338, c339, c340, c341, c342, c343, c344) =AVERAGE(d335, d336, d337, d338, d339, d340, d341, d342, d343, d344) =AVERAGE(e335, e336, e337, e338, e339, e340, e341, e342, e343, e344) =AVERAGE(f335, f336, f337, f338, f339, f340, f341, f342, f343, f344) =AVERAGE(g335, g336, g337, g338, g339, g340, g341, g342, g343, g344) =AVERAGE(h335, h336, h337, h338, h339, h340, h341, h342, h343, h344) =AVERAGE(i335, i336, i337, i338, i339, i340, i341, i342, i343, i344) =AVERAGE(j335, j336, j337, j338, j339, j340, j341, j342, j343, j344) =AVERAGE(k335, k336, k337, k338, k339, k340, k341, k342, k343, k344) =AVERAGE(l335, l336, l337, l338, l339, l340, l341, l342, l343, l344) =AVERAGE(m335, m336, m337, m338, m339, m340, m341, m342, m343, m344) =AVERAGE(n335, n336, n337, n338, n339, n340, n341, n342, n343, n344) =AVERAGE(o335, o336, o337, o338, o339, o340, o341, o342, o343, o344) =AVERAGE(p335, p336, p337, p338, p339, p340, p341, p342, p343, p344) =AVERAGE(q335, q336, q337, q338, q339, q340, q341, q342, q343, q344) =AVERAGE(r335, r336, r337, r338, r339, r340, r341, r342, r343, r344) =AVERAGE(s335, s336, s337, s338, s339, s340, s341, s342, s343, s344) =AVERAGE(t335, t336, t337, t338, t339, t340, t341, t342, t343, t344) =STDEV.P(a335, a336, a337, a338, a339, a340, a341, a342, a343, a344) =STDEV.P(b335, b336, b337, b338, b339, b340, b341, b342, b343, b344) =STDEV.P(c335, c336, c337, c338, c339, c340, c341, c342, c343, c344) =STDEV.P(d335, d336, d337, d338, d339, d340, d341, d342, d343, d344) =STDEV.P(e335, e336, e337, e338, e339, e340, e341, e342, e343, e344) =STDEV.P(f335, f336, f337, f338, f339, f340, f341, f342, f343, f344) =STDEV.P(g335, g336, g337, g338, g339, g340, g341, g342, g343, g344) =STDEV.P(h335, h336, h337, h338, h339, h340, h341, h342, h343, h344) =STDEV.P(i335, i336, i337, i338, i339, i340, i341, i342, i343, i344) =STDEV.P(j335, j336, j337, j338, j339, j340, j341, j342, j343, j344) =STDEV.P(k335, k336, k337, k338, k339, k340, k341, k342, k343, k344) =STDEV.P(l335, l336, l337, l338, l339, l340, l341, l342, l343, l344) =STDEV.P(m335, m336, m337, m338, m339, m340, m341, m342, m343, m344) =STDEV.P(n335, n336, n337, n338, n339, n340, n341, n342, n343, n344) =STDEV.P(o335, o336, o337, o338, o339, o340, o341, o342, o343, o344) =STDEV.P(p335, p336, p337, p338, p339, p340, p341, p342, p343, p344) =STDEV.P(q335, q336, q337, q338, q339, q340, q341, q342, q343, q344) =STDEV.P(r335, r336, r337, r338, r339, r340, r341, r342, r343, r344) =STDEV.P(s335, s336, s337, s338, s339, s340, s341, s342, s343, s344) =STDEV.P(t335, t336, t337, t338, t339, t340, t341, t342, t343, t344)
+=AVERAGE(a345, a346, a347, a348, a349, a350, a351, a352, a353, a354) =AVERAGE(b345, b346, b347, b348, b349, b350, b351, b352, b353, b354) =AVERAGE(c345, c346, c347, c348, c349, c350, c351, c352, c353, c354) =AVERAGE(d345, d346, d347, d348, d349, d350, d351, d352, d353, d354) =AVERAGE(e345, e346, e347, e348, e349, e350, e351, e352, e353, e354) =AVERAGE(f345, f346, f347, f348, f349, f350, f351, f352, f353, f354) =AVERAGE(g345, g346, g347, g348, g349, g350, g351, g352, g353, g354) =AVERAGE(h345, h346, h347, h348, h349, h350, h351, h352, h353, h354) =AVERAGE(i345, i346, i347, i348, i349, i350, i351, i352, i353, i354) =AVERAGE(j345, j346, j347, j348, j349, j350, j351, j352, j353, j354) =AVERAGE(k345, k346, k347, k348, k349, k350, k351, k352, k353, k354) =AVERAGE(l345, l346, l347, l348, l349, l350, l351, l352, l353, l354) =AVERAGE(m345, m346, m347, m348, m349, m350, m351, m352, m353, m354) =AVERAGE(n345, n346, n347, n348, n349, n350, n351, n352, n353, n354) =AVERAGE(o345, o346, o347, o348, o349, o350, o351, o352, o353, o354) =AVERAGE(p345, p346, p347, p348, p349, p350, p351, p352, p353, p354) =AVERAGE(q345, q346, q347, q348, q349, q350, q351, q352, q353, q354) =AVERAGE(r345, r346, r347, r348, r349, r350, r351, r352, r353, r354) =AVERAGE(s345, s346, s347, s348, s349, s350, s351, s352, s353, s354) =AVERAGE(t345, t346, t347, t348, t349, t350, t351, t352, t353, t354) =STDEV.P(a345, a346, a347, a348, a349, a350, a351, a352, a353, a354) =STDEV.P(b345, b346, b347, b348, b349, b350, b351, b352, b353, b354) =STDEV.P(c345, c346, c347, c348, c349, c350, c351, c352, c353, c354) =STDEV.P(d345, d346, d347, d348, d349, d350, d351, d352, d353, d354) =STDEV.P(e345, e346, e347, e348, e349, e350, e351, e352, e353, e354) =STDEV.P(f345, f346, f347, f348, f349, f350, f351, f352, f353, f354) =STDEV.P(g345, g346, g347, g348, g349, g350, g351, g352, g353, g354) =STDEV.P(h345, h346, h347, h348, h349, h350, h351, h352, h353, h354) =STDEV.P(i345, i346, i347, i348, i349, i350, i351, i352, i353, i354) =STDEV.P(j345, j346, j347, j348, j349, j350, j351, j352, j353, j354) =STDEV.P(k345, k346, k347, k348, k349, k350, k351, k352, k353, k354) =STDEV.P(l345, l346, l347, l348, l349, l350, l351, l352, l353, l354) =STDEV.P(m345, m346, m347, m348, m349, m350, m351, m352, m353, m354) =STDEV.P(n345, n346, n347, n348, n349, n350, n351, n352, n353, n354) =STDEV.P(o345, o346, o347, o348, o349, o350, o351, o352, o353, o354) =STDEV.P(p345, p346, p347, p348, p349, p350, p351, p352, p353, p354) =STDEV.P(q345, q346, q347, q348, q349, q350, q351, q352, q353, q354) =STDEV.P(r345, r346, r347, r348, r349, r350, r351, r352, r353, r354) =STDEV.P(s345, s346, s347, s348, s349, s350, s351, s352, s353, s354) =STDEV.P(t345, t346, t347, t348, t349, t350, t351, t352, t353, t354)
+=AVERAGE(a355, a356, a357, a358, a359, a360, a361, a362, a363, a364) =AVERAGE(b355, b356, b357, b358, b359, b360, b361, b362, b363, b364) =AVERAGE(c355, c356, c357, c358, c359, c360, c361, c362, c363, c364) =AVERAGE(d355, d356, d357, d358, d359, d360, d361, d362, d363, d364) =AVERAGE(e355, e356, e357, e358, e359, e360, e361, e362, e363, e364) =AVERAGE(f355, f356, f357, f358, f359, f360, f361, f362, f363, f364) =AVERAGE(g355, g356, g357, g358, g359, g360, g361, g362, g363, g364) =AVERAGE(h355, h356, h357, h358, h359, h360, h361, h362, h363, h364) =AVERAGE(i355, i356, i357, i358, i359, i360, i361, i362, i363, i364) =AVERAGE(j355, j356, j357, j358, j359, j360, j361, j362, j363, j364) =AVERAGE(k355, k356, k357, k358, k359, k360, k361, k362, k363, k364) =AVERAGE(l355, l356, l357, l358, l359, l360, l361, l362, l363, l364) =AVERAGE(m355, m356, m357, m358, m359, m360, m361, m362, m363, m364) =AVERAGE(n355, n356, n357, n358, n359, n360, n361, n362, n363, n364) =AVERAGE(o355, o356, o357, o358, o359, o360, o361, o362, o363, o364) =AVERAGE(p355, p356, p357, p358, p359, p360, p361, p362, p363, p364) =AVERAGE(q355, q356, q357, q358, q359, q360, q361, q362, q363, q364) =AVERAGE(r355, r356, r357, r358, r359, r360, r361, r362, r363, r364) =AVERAGE(s355, s356, s357, s358, s359, s360, s361, s362, s363, s364) =AVERAGE(t355, t356, t357, t358, t359, t360, t361, t362, t363, t364) =STDEV.P(a355, a356, a357, a358, a359, a360, a361, a362, a363, a364) =STDEV.P(b355, b356, b357, b358, b359, b360, b361, b362, b363, b364) =STDEV.P(c355, c356, c357, c358, c359, c360, c361, c362, c363, c364) =STDEV.P(d355, d356, d357, d358, d359, d360, d361, d362, d363, d364) =STDEV.P(e355, e356, e357, e358, e359, e360, e361, e362, e363, e364) =STDEV.P(f355, f356, f357, f358, f359, f360, f361, f362, f363, f364) =STDEV.P(g355, g356, g357, g358, g359, g360, g361, g362, g363, g364) =STDEV.P(h355, h356, h357, h358, h359, h360, h361, h362, h363, h364) =STDEV.P(i355, i356, i357, i358, i359, i360, i361, i362, i363, i364) =STDEV.P(j355, j356, j357, j358, j359, j360, j361, j362, j363, j364) =STDEV.P(k355, k356, k357, k358, k359, k360, k361, k362, k363, k364) =STDEV.P(l355, l356, l357, l358, l359, l360, l361, l362, l363, l364) =STDEV.P(m355, m356, m357, m358, m359, m360, m361, m362, m363, m364) =STDEV.P(n355, n356, n357, n358, n359, n360, n361, n362, n363, n364) =STDEV.P(o355, o356, o357, o358, o359, o360, o361, o362, o363, o364) =STDEV.P(p355, p356, p357, p358, p359, p360, p361, p362, p363, p364) =STDEV.P(q355, q356, q357, q358, q359, q360, q361, q362, q363, q364) =STDEV.P(r355, r356, r357, r358, r359, r360, r361, r362, r363, r364) =STDEV.P(s355, s356, s357, s358, s359, s360, s361, s362, s363, s364) =STDEV.P(t355, t356, t357, t358, t359, t360, t361, t362, t363, t364)
+=AVERAGE(a365, a366, a367, a368, a369, a370, a371, a372, a373, a374) =AVERAGE(b365, b366, b367, b368, b369, b370, b371, b372, b373, b374) =AVERAGE(c365, c366, c367, c368, c369, c370, c371, c372, c373, c374) =AVERAGE(d365, d366, d367, d368, d369, d370, d371, d372, d373, d374) =AVERAGE(e365, e366, e367, e368, e369, e370, e371, e372, e373, e374) =AVERAGE(f365, f366, f367, f368, f369, f370, f371, f372, f373, f374) =AVERAGE(g365, g366, g367, g368, g369, g370, g371, g372, g373, g374) =AVERAGE(h365, h366, h367, h368, h369, h370, h371, h372, h373, h374) =AVERAGE(i365, i366, i367, i368, i369, i370, i371, i372, i373, i374) =AVERAGE(j365, j366, j367, j368, j369, j370, j371, j372, j373, j374) =AVERAGE(k365, k366, k367, k368, k369, k370, k371, k372, k373, k374) =AVERAGE(l365, l366, l367, l368, l369, l370, l371, l372, l373, l374) =AVERAGE(m365, m366, m367, m368, m369, m370, m371, m372, m373, m374) =AVERAGE(n365, n366, n367, n368, n369, n370, n371, n372, n373, n374) =AVERAGE(o365, o366, o367, o368, o369, o370, o371, o372, o373, o374) =AVERAGE(p365, p366, p367, p368, p369, p370, p371, p372, p373, p374) =AVERAGE(q365, q366, q367, q368, q369, q370, q371, q372, q373, q374) =AVERAGE(r365, r366, r367, r368, r369, r370, r371, r372, r373, r374) =AVERAGE(s365, s366, s367, s368, s369, s370, s371, s372, s373, s374) =AVERAGE(t365, t366, t367, t368, t369, t370, t371, t372, t373, t374) =STDEV.P(a365, a366, a367, a368, a369, a370, a371, a372, a373, a374) =STDEV.P(b365, b366, b367, b368, b369, b370, b371, b372, b373, b374) =STDEV.P(c365, c366, c367, c368, c369, c370, c371, c372, c373, c374) =STDEV.P(d365, d366, d367, d368, d369, d370, d371, d372, d373, d374) =STDEV.P(e365, e366, e367, e368, e369, e370, e371, e372, e373, e374) =STDEV.P(f365, f366, f367, f368, f369, f370, f371, f372, f373, f374) =STDEV.P(g365, g366, g367, g368, g369, g370, g371, g372, g373, g374) =STDEV.P(h365, h366, h367, h368, h369, h370, h371, h372, h373, h374) =STDEV.P(i365, i366, i367, i368, i369, i370, i371, i372, i373, i374) =STDEV.P(j365, j366, j367, j368, j369, j370, j371, j372, j373, j374) =STDEV.P(k365, k366, k367, k368, k369, k370, k371, k372, k373, k374) =STDEV.P(l365, l366, l367, l368, l369, l370, l371, l372, l373, l374) =STDEV.P(m365, m366, m367, m368, m369, m370, m371, m372, m373, m374) =STDEV.P(n365, n366, n367, n368, n369, n370, n371, n372, n373, n374) =STDEV.P(o365, o366, o367, o368, o369, o370, o371, o372, o373, o374) =STDEV.P(p365, p366, p367, p368, p369, p370, p371, p372, p373, p374) =STDEV.P(q365, q366, q367, q368, q369, q370, q371, q372, q373, q374) =STDEV.P(r365, r366, r367, r368, r369, r370, r371, r372, r373, r374) =STDEV.P(s365, s366, s367, s368, s369, s370, s371, s372, s373, s374) =STDEV.P(t365, t366, t367, t368, t369, t370, t371, t372, t373, t374)
+=AVERAGE(a375, a376, a377, a378, a379, a380, a381, a382, a383, a384) =AVERAGE(b375, b376, b377, b378, b379, b380, b381, b382, b383, b384) =AVERAGE(c375, c376, c377, c378, c379, c380, c381, c382, c383, c384) =AVERAGE(d375, d376, d377, d378, d379, d380, d381, d382, d383, d384) =AVERAGE(e375, e376, e377, e378, e379, e380, e381, e382, e383, e384) =AVERAGE(f375, f376, f377, f378, f379, f380, f381, f382, f383, f384) =AVERAGE(g375, g376, g377, g378, g379, g380, g381, g382, g383, g384) =AVERAGE(h375, h376, h377, h378, h379, h380, h381, h382, h383, h384) =AVERAGE(i375, i376, i377, i378, i379, i380, i381, i382, i383, i384) =AVERAGE(j375, j376, j377, j378, j379, j380, j381, j382, j383, j384) =AVERAGE(k375, k376, k377, k378, k379, k380, k381, k382, k383, k384) =AVERAGE(l375, l376, l377, l378, l379, l380, l381, l382, l383, l384) =AVERAGE(m375, m376, m377, m378, m379, m380, m381, m382, m383, m384) =AVERAGE(n375, n376, n377, n378, n379, n380, n381, n382, n383, n384) =AVERAGE(o375, o376, o377, o378, o379, o380, o381, o382, o383, o384) =AVERAGE(p375, p376, p377, p378, p379, p380, p381, p382, p383, p384) =AVERAGE(q375, q376, q377, q378, q379, q380, q381, q382, q383, q384) =AVERAGE(r375, r376, r377, r378, r379, r380, r381, r382, r383, r384) =AVERAGE(s375, s376, s377, s378, s379, s380, s381, s382, s383, s384) =AVERAGE(t375, t376, t377, t378, t379, t380, t381, t382, t383, t384) =STDEV.P(a375, a376, a377, a378, a379, a380, a381, a382, a383, a384) =STDEV.P(b375, b376, b377, b378, b379, b380, b381, b382, b383, b384) =STDEV.P(c375, c376, c377, c378, c379, c380, c381, c382, c383, c384) =STDEV.P(d375, d376, d377, d378, d379, d380, d381, d382, d383, d384) =STDEV.P(e375, e376, e377, e378, e379, e380, e381, e382, e383, e384) =STDEV.P(f375, f376, f377, f378, f379, f380, f381, f382, f383, f384) =STDEV.P(g375, g376, g377, g378, g379, g380, g381, g382, g383, g384) =STDEV.P(h375, h376, h377, h378, h379, h380, h381, h382, h383, h384) =STDEV.P(i375, i376, i377, i378, i379, i380, i381, i382, i383, i384) =STDEV.P(j375, j376, j377, j378, j379, j380, j381, j382, j383, j384) =STDEV.P(k375, k376, k377, k378, k379, k380, k381, k382, k383, k384) =STDEV.P(l375, l376, l377, l378, l379, l380, l381, l382, l383, l384) =STDEV.P(m375, m376, m377, m378, m379, m380, m381, m382, m383, m384) =STDEV.P(n375, n376, n377, n378, n379, n380, n381, n382, n383, n384) =STDEV.P(o375, o376, o377, o378, o379, o380, o381, o382, o383, o384) =STDEV.P(p375, p376, p377, p378, p379, p380, p381, p382, p383, p384) =STDEV.P(q375, q376, q377, q378, q379, q380, q381, q382, q383, q384) =STDEV.P(r375, r376, r377, r378, r379, r380, r381, r382, r383, r384) =STDEV.P(s375, s376, s377, s378, s379, s380, s381, s382, s383, s384) =STDEV.P(t375, t376, t377, t378, t379, t380, t381, t382, t383, t384)
+=AVERAGE(a385, a386, a387, a388, a389, a390, a391, a392, a393, a394) =AVERAGE(b385, b386, b387, b388, b389, b390, b391, b392, b393, b394) =AVERAGE(c385, c386, c387, c388, c389, c390, c391, c392, c393, c394) =AVERAGE(d385, d386, d387, d388, d389, d390, d391, d392, d393, d394) =AVERAGE(e385, e386, e387, e388, e389, e390, e391, e392, e393, e394) =AVERAGE(f385, f386, f387, f388, f389, f390, f391, f392, f393, f394) =AVERAGE(g385, g386, g387, g388, g389, g390, g391, g392, g393, g394) =AVERAGE(h385, h386, h387, h388, h389, h390, h391, h392, h393, h394) =AVERAGE(i385, i386, i387, i388, i389, i390, i391, i392, i393, i394) =AVERAGE(j385, j386, j387, j388, j389, j390, j391, j392, j393, j394) =AVERAGE(k385, k386, k387, k388, k389, k390, k391, k392, k393, k394) =AVERAGE(l385, l386, l387, l388, l389, l390, l391, l392, l393, l394) =AVERAGE(m385, m386, m387, m388, m389, m390, m391, m392, m393, m394) =AVERAGE(n385, n386, n387, n388, n389, n390, n391, n392, n393, n394) =AVERAGE(o385, o386, o387, o388, o389, o390, o391, o392, o393, o394) =AVERAGE(p385, p386, p387, p388, p389, p390, p391, p392, p393, p394) =AVERAGE(q385, q386, q387, q388, q389, q390, q391, q392, q393, q394) =AVERAGE(r385, r386, r387, r388, r389, r390, r391, r392, r393, r394) =AVERAGE(s385, s386, s387, s388, s389, s390, s391, s392, s393, s394) =AVERAGE(t385, t386, t387, t388, t389, t390, t391, t392, t393, t394) =STDEV.P(a385, a386, a387, a388, a389, a390, a391, a392, a393, a394) =STDEV.P(b385, b386, b387, b388, b389, b390, b391, b392, b393, b394) =STDEV.P(c385, c386, c387, c388, c389, c390, c391, c392, c393, c394) =STDEV.P(d385, d386, d387, d388, d389, d390, d391, d392, d393, d394) =STDEV.P(e385, e386, e387, e388, e389, e390, e391, e392, e393, e394) =STDEV.P(f385, f386, f387, f388, f389, f390, f391, f392, f393, f394) =STDEV.P(g385, g386, g387, g388, g389, g390, g391, g392, g393, g394) =STDEV.P(h385, h386, h387, h388, h389, h390, h391, h392, h393, h394) =STDEV.P(i385, i386, i387, i388, i389, i390, i391, i392, i393, i394) =STDEV.P(j385, j386, j387, j388, j389, j390, j391, j392, j393, j394) =STDEV.P(k385, k386, k387, k388, k389, k390, k391, k392, k393, k394) =STDEV.P(l385, l386, l387, l388, l389, l390, l391, l392, l393, l394) =STDEV.P(m385, m386, m387, m388, m389, m390, m391, m392, m393, m394) =STDEV.P(n385, n386, n387, n388, n389, n390, n391, n392, n393, n394) =STDEV.P(o385, o386, o387, o388, o389, o390, o391, o392, o393, o394) =STDEV.P(p385, p386, p387, p388, p389, p390, p391, p392, p393, p394) =STDEV.P(q385, q386, q387, q388, q389, q390, q391, q392, q393, q394) =STDEV.P(r385, r386, r387, r388, r389, r390, r391, r392, r393, r394) =STDEV.P(s385, s386, s387, s388, s389, s390, s391, s392, s393, s394) =STDEV.P(t385, t386, t387, t388, t389, t390, t391, t392, t393, t394)
+=AVERAGE(a395, a396, a397, a398, a399, a400, a401, a402, a403, a404) =AVERAGE(b395, b396, b397, b398, b399, b400, b401, b402, b403, b404) =AVERAGE(c395, c396, c397, c398, c399, c400, c401, c402, c403, c404) =AVERAGE(d395, d396, d397, d398, d399, d400, d401, d402, d403, d404) =AVERAGE(e395, e396, e397, e398, e399, e400, e401, e402, e403, e404) =AVERAGE(f395, f396, f397, f398, f399, f400, f401, f402, f403, f404) =AVERAGE(g395, g396, g397, g398, g399, g400, g401, g402, g403, g404) =AVERAGE(h395, h396, h397, h398, h399, h400, h401, h402, h403, h404) =AVERAGE(i395, i396, i397, i398, i399, i400, i401, i402, i403, i404) =AVERAGE(j395, j396, j397, j398, j399, j400, j401, j402, j403, j404) =AVERAGE(k395, k396, k397, k398, k399, k400, k401, k402, k403, k404) =AVERAGE(l395, l396, l397, l398, l399, l400, l401, l402, l403, l404) =AVERAGE(m395, m396, m397, m398, m399, m400, m401, m402, m403, m404) =AVERAGE(n395, n396, n397, n398, n399, n400, n401, n402, n403, n404) =AVERAGE(o395, o396, o397, o398, o399, o400, o401, o402, o403, o404) =AVERAGE(p395, p396, p397, p398, p399, p400, p401, p402, p403, p404) =AVERAGE(q395, q396, q397, q398, q399, q400, q401, q402, q403, q404) =AVERAGE(r395, r396, r397, r398, r399, r400, r401, r402, r403, r404) =AVERAGE(s395, s396, s397, s398, s399, s400, s401, s402, s403, s404) =AVERAGE(t395, t396, t397, t398, t399, t400, t401, t402, t403, t404) =STDEV.P(a395, a396, a397, a398, a399, a400, a401, a402, a403, a404) =STDEV.P(b395, b396, b397, b398, b399, b400, b401, b402, b403, b404) =STDEV.P(c395, c396, c397, c398, c399, c400, c401, c402, c403, c404) =STDEV.P(d395, d396, d397, d398, d399, d400, d401, d402, d403, d404) =STDEV.P(e395, e396, e397, e398, e399, e400, e401, e402, e403, e404) =STDEV.P(f395, f396, f397, f398, f399, f400, f401, f402, f403, f404) =STDEV.P(g395, g396, g397, g398, g399, g400, g401, g402, g403, g404) =STDEV.P(h395, h396, h397, h398, h399, h400, h401, h402, h403, h404) =STDEV.P(i395, i396, i397, i398, i399, i400, i401, i402, i403, i404) =STDEV.P(j395, j396, j397, j398, j399, j400, j401, j402, j403, j404) =STDEV.P(k395, k396, k397, k398, k399, k400, k401, k402, k403, k404) =STDEV.P(l395, l396, l397, l398, l399, l400, l401, l402, l403, l404) =STDEV.P(m395, m396, m397, m398, m399, m400, m401, m402, m403, m404) =STDEV.P(n395, n396, n397, n398, n399, n400, n401, n402, n403, n404) =STDEV.P(o395, o396, o397, o398, o399, o400, o401, o402, o403, o404) =STDEV.P(p395, p396, p397, p398, p399, p400, p401, p402, p403, p404) =STDEV.P(q395, q396, q397, q398, q399, q400, q401, q402, q403, q404) =STDEV.P(r395, r396, r397, r398, r399, r400, r401, r402, r403, r404) =STDEV.P(s395, s396, s397, s398, s399, s400, s401, s402, s403, s404) =STDEV.P(t395, t396, t397, t398, t399, t400, t401, t402, t403, t404)
+=AVERAGE(a405, a406, a407, a408, a409, a410, a411, a412, a413, a414) =AVERAGE(b405, b406, b407, b408, b409, b410, b411, b412, b413, b414) =AVERAGE(c405, c406, c407, c408, c409, c410, c411, c412, c413, c414) =AVERAGE(d405, d406, d407, d408, d409, d410, d411, d412, d413, d414) =AVERAGE(e405, e406, e407, e408, e409, e410, e411, e412, e413, e414) =AVERAGE(f405, f406, f407, f408, f409, f410, f411, f412, f413, f414) =AVERAGE(g405, g406, g407, g408, g409, g410, g411, g412, g413, g414) =AVERAGE(h405, h406, h407, h408, h409, h410, h411, h412, h413, h414) =AVERAGE(i405, i406, i407, i408, i409, i410, i411, i412, i413, i414) =AVERAGE(j405, j406, j407, j408, j409, j410, j411, j412, j413, j414) =AVERAGE(k405, k406, k407, k408, k409, k410, k411, k412, k413, k414) =AVERAGE(l405, l406, l407, l408, l409, l410, l411, l412, l413, l414) =AVERAGE(m405, m406, m407, m408, m409, m410, m411, m412, m413, m414) =AVERAGE(n405, n406, n407, n408, n409, n410, n411, n412, n413, n414) =AVERAGE(o405, o406, o407, o408, o409, o410, o411, o412, o413, o414) =AVERAGE(p405, p406, p407, p408, p409, p410, p411, p412, p413, p414) =AVERAGE(q405, q406, q407, q408, q409, q410, q411, q412, q413, q414) =AVERAGE(r405, r406, r407, r408, r409, r410, r411, r412, r413, r414) =AVERAGE(s405, s406, s407, s408, s409, s410, s411, s412, s413, s414) =AVERAGE(t405, t406, t407, t408, t409, t410, t411, t412, t413, t414) =STDEV.P(a405, a406, a407, a408, a409, a410, a411, a412, a413, a414) =STDEV.P(b405, b406, b407, b408, b409, b410, b411, b412, b413, b414) =STDEV.P(c405, c406, c407, c408, c409, c410, c411, c412, c413, c414) =STDEV.P(d405, d406, d407, d408, d409, d410, d411, d412, d413, d414) =STDEV.P(e405, e406, e407, e408, e409, e410, e411, e412, e413, e414) =STDEV.P(f405, f406, f407, f408, f409, f410, f411, f412, f413, f414) =STDEV.P(g405, g406, g407, g408, g409, g410, g411, g412, g413, g414) =STDEV.P(h405, h406, h407, h408, h409, h410, h411, h412, h413, h414) =STDEV.P(i405, i406, i407, i408, i409, i410, i411, i412, i413, i414) =STDEV.P(j405, j406, j407, j408, j409, j410, j411, j412, j413, j414) =STDEV.P(k405, k406, k407, k408, k409, k410, k411, k412, k413, k414) =STDEV.P(l405, l406, l407, l408, l409, l410, l411, l412, l413, l414) =STDEV.P(m405, m406, m407, m408, m409, m410, m411, m412, m413, m414) =STDEV.P(n405, n406, n407, n408, n409, n410, n411, n412, n413, n414) =STDEV.P(o405, o406, o407, o408, o409, o410, o411, o412, o413, o414) =STDEV.P(p405, p406, p407, p408, p409, p410, p411, p412, p413, p414) =STDEV.P(q405, q406, q407, q408, q409, q410, q411, q412, q413, q414) =STDEV.P(r405, r406, r407, r408, r409, r410, r411, r412, r413, r414) =STDEV.P(s405, s406, s407, s408, s409, s410, s411, s412, s413, s414) =STDEV.P(t405, t406, t407, t408, t409, t410, t411, t412, t413, t414)
+=AVERAGE(a415, a416, a417, a418, a419, a420, a421, a422, a423, a424) =AVERAGE(b415, b416, b417, b418, b419, b420, b421, b422, b423, b424) =AVERAGE(c415, c416, c417, c418, c419, c420, c421, c422, c423, c424) =AVERAGE(d415, d416, d417, d418, d419, d420, d421, d422, d423, d424) =AVERAGE(e415, e416, e417, e418, e419, e420, e421, e422, e423, e424) =AVERAGE(f415, f416, f417, f418, f419, f420, f421, f422, f423, f424) =AVERAGE(g415, g416, g417, g418, g419, g420, g421, g422, g423, g424) =AVERAGE(h415, h416, h417, h418, h419, h420, h421, h422, h423, h424) =AVERAGE(i415, i416, i417, i418, i419, i420, i421, i422, i423, i424) =AVERAGE(j415, j416, j417, j418, j419, j420, j421, j422, j423, j424) =AVERAGE(k415, k416, k417, k418, k419, k420, k421, k422, k423, k424) =AVERAGE(l415, l416, l417, l418, l419, l420, l421, l422, l423, l424) =AVERAGE(m415, m416, m417, m418, m419, m420, m421, m422, m423, m424) =AVERAGE(n415, n416, n417, n418, n419, n420, n421, n422, n423, n424) =AVERAGE(o415, o416, o417, o418, o419, o420, o421, o422, o423, o424) =AVERAGE(p415, p416, p417, p418, p419, p420, p421, p422, p423, p424) =AVERAGE(q415, q416, q417, q418, q419, q420, q421, q422, q423, q424) =AVERAGE(r415, r416, r417, r418, r419, r420, r421, r422, r423, r424) =AVERAGE(s415, s416, s417, s418, s419, s420, s421, s422, s423, s424) =AVERAGE(t415, t416, t417, t418, t419, t420, t421, t422, t423, t424) =STDEV.P(a415, a416, a417, a418, a419, a420, a421, a422, a423, a424) =STDEV.P(b415, b416, b417, b418, b419, b420, b421, b422, b423, b424) =STDEV.P(c415, c416, c417, c418, c419, c420, c421, c422, c423, c424) =STDEV.P(d415, d416, d417, d418, d419, d420, d421, d422, d423, d424) =STDEV.P(e415, e416, e417, e418, e419, e420, e421, e422, e423, e424) =STDEV.P(f415, f416, f417, f418, f419, f420, f421, f422, f423, f424) =STDEV.P(g415, g416, g417, g418, g419, g420, g421, g422, g423, g424) =STDEV.P(h415, h416, h417, h418, h419, h420, h421, h422, h423, h424) =STDEV.P(i415, i416, i417, i418, i419, i420, i421, i422, i423, i424) =STDEV.P(j415, j416, j417, j418, j419, j420, j421, j422, j423, j424) =STDEV.P(k415, k416, k417, k418, k419, k420, k421, k422, k423, k424) =STDEV.P(l415, l416, l417, l418, l419, l420, l421, l422, l423, l424) =STDEV.P(m415, m416, m417, m418, m419, m420, m421, m422, m423, m424) =STDEV.P(n415, n416, n417, n418, n419, n420, n421, n422, n423, n424) =STDEV.P(o415, o416, o417, o418, o419, o420, o421, o422, o423, o424) =STDEV.P(p415, p416, p417, p418, p419, p420, p421, p422, p423, p424) =STDEV.P(q415, q416, q417, q418, q419, q420, q421, q422, q423, q424) =STDEV.P(r415, r416, r417, r418, r419, r420, r421, r422, r423, r424) =STDEV.P(s415, s416, s417, s418, s419, s420, s421, s422, s423, s424) =STDEV.P(t415, t416, t417, t418, t419, t420, t421, t422, t423, t424)
+=AVERAGE(a425, a426, a427, a428, a429, a430, a431, a432, a433, a434) =AVERAGE(b425, b426, b427, b428, b429, b430, b431, b432, b433, b434) =AVERAGE(c425, c426, c427, c428, c429, c430, c431, c432, c433, c434) =AVERAGE(d425, d426, d427, d428, d429, d430, d431, d432, d433, d434) =AVERAGE(e425, e426, e427, e428, e429, e430, e431, e432, e433, e434) =AVERAGE(f425, f426, f427, f428, f429, f430, f431, f432, f433, f434) =AVERAGE(g425, g426, g427, g428, g429, g430, g431, g432, g433, g434) =AVERAGE(h425, h426, h427, h428, h429, h430, h431, h432, h433, h434) =AVERAGE(i425, i426, i427, i428, i429, i430, i431, i432, i433, i434) =AVERAGE(j425, j426, j427, j428, j429, j430, j431, j432, j433, j434) =AVERAGE(k425, k426, k427, k428, k429, k430, k431, k432, k433, k434) =AVERAGE(l425, l426, l427, l428, l429, l430, l431, l432, l433, l434) =AVERAGE(m425, m426, m427, m428, m429, m430, m431, m432, m433, m434) =AVERAGE(n425, n426, n427, n428, n429, n430, n431, n432, n433, n434) =AVERAGE(o425, o426, o427, o428, o429, o430, o431, o432, o433, o434) =AVERAGE(p425, p426, p427, p428, p429, p430, p431, p432, p433, p434) =AVERAGE(q425, q426, q427, q428, q429, q430, q431, q432, q433, q434) =AVERAGE(r425, r426, r427, r428, r429, r430, r431, r432, r433, r434) =AVERAGE(s425, s426, s427, s428, s429, s430, s431, s432, s433, s434) =AVERAGE(t425, t426, t427, t428, t429, t430, t431, t432, t433, t434) =STDEV.P(a425, a426, a427, a428, a429, a430, a431, a432, a433, a434) =STDEV.P(b425, b426, b427, b428, b429, b430, b431, b432, b433, b434) =STDEV.P(c425, c426, c427, c428, c429, c430, c431, c432, c433, c434) =STDEV.P(d425, d426, d427, d428, d429, d430, d431, d432, d433, d434) =STDEV.P(e425, e426, e427, e428, e429, e430, e431, e432, e433, e434) =STDEV.P(f425, f426, f427, f428, f429, f430, f431, f432, f433, f434) =STDEV.P(g425, g426, g427, g428, g429, g430, g431, g432, g433, g434) =STDEV.P(h425, h426, h427, h428, h429, h430, h431, h432, h433, h434) =STDEV.P(i425, i426, i427, i428, i429, i430, i431, i432, i433, i434) =STDEV.P(j425, j426, j427, j428, j429, j430, j431, j432, j433, j434) =STDEV.P(k425, k426, k427, k428, k429, k430, k431, k432, k433, k434) =STDEV.P(l425, l426, l427, l428, l429, l430, l431, l432, l433, l434) =STDEV.P(m425, m426, m427, m428, m429, m430, m431, m432, m433, m434) =STDEV.P(n425, n426, n427, n428, n429, n430, n431, n432, n433, n434) =STDEV.P(o425, o426, o427, o428, o429, o430, o431, o432, o433, o434) =STDEV.P(p425, p426, p427, p428, p429, p430, p431, p432, p433, p434) =STDEV.P(q425, q426, q427, q428, q429, q430, q431, q432, q433, q434) =STDEV.P(r425, r426, r427, r428, r429, r430, r431, r432, r433, r434) =STDEV.P(s425, s426, s427, s428, s429, s430, s431, s432, s433, s434) =STDEV.P(t425, t426, t427, t428, t429, t430, t431, t432, t433, t434)
+=AVERAGE(a435, a436, a437, a438, a439, a440, a441, a442, a443, a444) =AVERAGE(b435, b436, b437, b438, b439, b440, b441, b442, b443, b444) =AVERAGE(c435, c436, c437, c438, c439, c440, c441, c442, c443, c444) =AVERAGE(d435, d436, d437, d438, d439, d440, d441, d442, d443, d444) =AVERAGE(e435, e436, e437, e438, e439, e440, e441, e442, e443, e444) =AVERAGE(f435, f436, f437, f438, f439, f440, f441, f442, f443, f444) =AVERAGE(g435, g436, g437, g438, g439, g440, g441, g442, g443, g444) =AVERAGE(h435, h436, h437, h438, h439, h440, h441, h442, h443, h444) =AVERAGE(i435, i436, i437, i438, i439, i440, i441, i442, i443, i444) =AVERAGE(j435, j436, j437, j438, j439, j440, j441, j442, j443, j444) =AVERAGE(k435, k436, k437, k438, k439, k440, k441, k442, k443, k444) =AVERAGE(l435, l436, l437, l438, l439, l440, l441, l442, l443, l444) =AVERAGE(m435, m436, m437, m438, m439, m440, m441, m442, m443, m444) =AVERAGE(n435, n436, n437, n438, n439, n440, n441, n442, n443, n444) =AVERAGE(o435, o436, o437, o438, o439, o440, o441, o442, o443, o444) =AVERAGE(p435, p436, p437, p438, p439, p440, p441, p442, p443, p444) =AVERAGE(q435, q436, q437, q438, q439, q440, q441, q442, q443, q444) =AVERAGE(r435, r436, r437, r438, r439, r440, r441, r442, r443, r444) =AVERAGE(s435, s436, s437, s438, s439, s440, s441, s442, s443, s444) =AVERAGE(t435, t436, t437, t438, t439, t440, t441, t442, t443, t444) =STDEV.P(a435, a436, a437, a438, a439, a440, a441, a442, a443, a444) =STDEV.P(b435, b436, b437, b438, b439, b440, b441, b442, b443, b444) =STDEV.P(c435, c436, c437, c438, c439, c440, c441, c442, c443, c444) =STDEV.P(d435, d436, d437, d438, d439, d440, d441, d442, d443, d444) =STDEV.P(e435, e436, e437, e438, e439, e440, e441, e442, e443, e444) =STDEV.P(f435, f436, f437, f438, f439, f440, f441, f442, f443, f444) =STDEV.P(g435, g436, g437, g438, g439, g440, g441, g442, g443, g444) =STDEV.P(h435, h436, h437, h438, h439, h440, h441, h442, h443, h444) =STDEV.P(i435, i436, i437, i438, i439, i440, i441, i442, i443, i444) =STDEV.P(j435, j436, j437, j438, j439, j440, j441, j442, j443, j444) =STDEV.P(k435, k436, k437, k438, k439, k440, k441, k442, k443, k444) =STDEV.P(l435, l436, l437, l438, l439, l440, l441, l442, l443, l444) =STDEV.P(m435, m436, m437, m438, m439, m440, m441, m442, m443, m444) =STDEV.P(n435, n436, n437, n438, n439, n440, n441, n442, n443, n444) =STDEV.P(o435, o436, o437, o438, o439, o440, o441, o442, o443, o444) =STDEV.P(p435, p436, p437, p438, p439, p440, p441, p442, p443, p444) =STDEV.P(q435, q436, q437, q438, q439, q440, q441, q442, q443, q444) =STDEV.P(r435, r436, r437, r438, r439, r440, r441, r442, r443, r444) =STDEV.P(s435, s436, s437, s438, s439, s440, s441, s442, s443, s444) =STDEV.P(t435, t436, t437, t438, t439, t440, t441, t442, t443, t444)
+=AVERAGE(a445, a446, a447, a448, a449, a450, a451, a452, a453, a454) =AVERAGE(b445, b446, b447, b448, b449, b450, b451, b452, b453, b454) =AVERAGE(c445, c446, c447, c448, c449, c450, c451, c452, c453, c454) =AVERAGE(d445, d446, d447, d448, d449, d450, d451, d452, d453, d454) =AVERAGE(e445, e446, e447, e448, e449, e450, e451, e452, e453, e454) =AVERAGE(f445, f446, f447, f448, f449, f450, f451, f452, f453, f454) =AVERAGE(g445, g446, g447, g448, g449, g450, g451, g452, g453, g454) =AVERAGE(h445, h446, h447, h448, h449, h450, h451, h452, h453, h454) =AVERAGE(i445, i446, i447, i448, i449, i450, i451, i452, i453, i454) =AVERAGE(j445, j446, j447, j448, j449, j450, j451, j452, j453, j454) =AVERAGE(k445, k446, k447, k448, k449, k450, k451, k452, k453, k454) =AVERAGE(l445, l446, l447, l448, l449, l450, l451, l452, l453, l454) =AVERAGE(m445, m446, m447, m448, m449, m450, m451, m452, m453, m454) =AVERAGE(n445, n446, n447, n448, n449, n450, n451, n452, n453, n454) =AVERAGE(o445, o446, o447, o448, o449, o450, o451, o452, o453, o454) =AVERAGE(p445, p446, p447, p448, p449, p450, p451, p452, p453, p454) =AVERAGE(q445, q446, q447, q448, q449, q450, q451, q452, q453, q454) =AVERAGE(r445, r446, r447, r448, r449, r450, r451, r452, r453, r454) =AVERAGE(s445, s446, s447, s448, s449, s450, s451, s452, s453, s454) =AVERAGE(t445, t446, t447, t448, t449, t450, t451, t452, t453, t454) =STDEV.P(a445, a446, a447, a448, a449, a450, a451, a452, a453, a454) =STDEV.P(b445, b446, b447, b448, b449, b450, b451, b452, b453, b454) =STDEV.P(c445, c446, c447, c448, c449, c450, c451, c452, c453, c454) =STDEV.P(d445, d446, d447, d448, d449, d450, d451, d452, d453, d454) =STDEV.P(e445, e446, e447, e448, e449, e450, e451, e452, e453, e454) =STDEV.P(f445, f446, f447, f448, f449, f450, f451, f452, f453, f454) =STDEV.P(g445, g446, g447, g448, g449, g450, g451, g452, g453, g454) =STDEV.P(h445, h446, h447, h448, h449, h450, h451, h452, h453, h454) =STDEV.P(i445, i446, i447, i448, i449, i450, i451, i452, i453, i454) =STDEV.P(j445, j446, j447, j448, j449, j450, j451, j452, j453, j454) =STDEV.P(k445, k446, k447, k448, k449, k450, k451, k452, k453, k454) =STDEV.P(l445, l446, l447, l448, l449, l450, l451, l452, l453, l454) =STDEV.P(m445, m446, m447, m448, m449, m450, m451, m452, m453, m454) =STDEV.P(n445, n446, n447, n448, n449, n450, n451, n452, n453, n454) =STDEV.P(o445, o446, o447, o448, o449, o450, o451, o452, o453, o454) =STDEV.P(p445, p446, p447, p448, p449, p450, p451, p452, p453, p454) =STDEV.P(q445, q446, q447, q448, q449, q450, q451, q452, q453, q454) =STDEV.P(r445, r446, r447, r448, r449, r450, r451, r452, r453, r454) =STDEV.P(s445, s446, s447, s448, s449, s450, s451, s452, s453, s454) =STDEV.P(t445, t446, t447, t448, t449, t450, t451, t452, t453, t454)
+=AVERAGE(a455, a456, a457, a458, a459, a460, a461, a462, a463, a464) =AVERAGE(b455, b456, b457, b458, b459, b460, b461, b462, b463, b464) =AVERAGE(c455, c456, c457, c458, c459, c460, c461, c462, c463, c464) =AVERAGE(d455, d456, d457, d458, d459, d460, d461, d462, d463, d464) =AVERAGE(e455, e456, e457, e458, e459, e460, e461, e462, e463, e464) =AVERAGE(f455, f456, f457, f458, f459, f460, f461, f462, f463, f464) =AVERAGE(g455, g456, g457, g458, g459, g460, g461, g462, g463, g464) =AVERAGE(h455, h456, h457, h458, h459, h460, h461, h462, h463, h464) =AVERAGE(i455, i456, i457, i458, i459, i460, i461, i462, i463, i464) =AVERAGE(j455, j456, j457, j458, j459, j460, j461, j462, j463, j464) =AVERAGE(k455, k456, k457, k458, k459, k460, k461, k462, k463, k464) =AVERAGE(l455, l456, l457, l458, l459, l460, l461, l462, l463, l464) =AVERAGE(m455, m456, m457, m458, m459, m460, m461, m462, m463, m464) =AVERAGE(n455, n456, n457, n458, n459, n460, n461, n462, n463, n464) =AVERAGE(o455, o456, o457, o458, o459, o460, o461, o462, o463, o464) =AVERAGE(p455, p456, p457, p458, p459, p460, p461, p462, p463, p464) =AVERAGE(q455, q456, q457, q458, q459, q460, q461, q462, q463, q464) =AVERAGE(r455, r456, r457, r458, r459, r460, r461, r462, r463, r464) =AVERAGE(s455, s456, s457, s458, s459, s460, s461, s462, s463, s464) =AVERAGE(t455, t456, t457, t458, t459, t460, t461, t462, t463, t464) =STDEV.P(a455, a456, a457, a458, a459, a460, a461, a462, a463, a464) =STDEV.P(b455, b456, b457, b458, b459, b460, b461, b462, b463, b464) =STDEV.P(c455, c456, c457, c458, c459, c460, c461, c462, c463, c464) =STDEV.P(d455, d456, d457, d458, d459, d460, d461, d462, d463, d464) =STDEV.P(e455, e456, e457, e458, e459, e460, e461, e462, e463, e464) =STDEV.P(f455, f456, f457, f458, f459, f460, f461, f462, f463, f464) =STDEV.P(g455, g456, g457, g458, g459, g460, g461, g462, g463, g464) =STDEV.P(h455, h456, h457, h458, h459, h460, h461, h462, h463, h464) =STDEV.P(i455, i456, i457, i458, i459, i460, i461, i462, i463, i464) =STDEV.P(j455, j456, j457, j458, j459, j460, j461, j462, j463, j464) =STDEV.P(k455, k456, k457, k458, k459, k460, k461, k462, k463, k464) =STDEV.P(l455, l456, l457, l458, l459, l460, l461, l462, l463, l464) =STDEV.P(m455, m456, m457, m458, m459, m460, m461, m462, m463, m464) =STDEV.P(n455, n456, n457, n458, n459, n460, n461, n462, n463, n464) =STDEV.P(o455, o456, o457, o458, o459, o460, o461, o462, o463, o464) =STDEV.P(p455, p456, p457, p458, p459, p460, p461, p462, p463, p464) =STDEV.P(q455, q456, q457, q458, q459, q460, q461, q462, q463, q464) =STDEV.P(r455, r456, r457, r458, r459, r460, r461, r462, r463, r464) =STDEV.P(s455, s456, s457, s458, s459, s460, s461, s462, s463, s464) =STDEV.P(t455, t456, t457, t458, t459, t460, t461, t462, t463, t464)
+=AVERAGE(a465, a466, a467, a468, a469, a470, a471, a472, a473, a474) =AVERAGE(b465, b466, b467, b468, b469, b470, b471, b472, b473, b474) =AVERAGE(c465, c466, c467, c468, c469, c470, c471, c472, c473, c474) =AVERAGE(d465, d466, d467, d468, d469, d470, d471, d472, d473, d474) =AVERAGE(e465, e466, e467, e468, e469, e470, e471, e472, e473, e474) =AVERAGE(f465, f466, f467, f468, f469, f470, f471, f472, f473, f474) =AVERAGE(g465, g466, g467, g468, g469, g470, g471, g472, g473, g474) =AVERAGE(h465, h466, h467, h468, h469, h470, h471, h472, h473, h474) =AVERAGE(i465, i466, i467, i468, i469, i470, i471, i472, i473, i474) =AVERAGE(j465, j466, j467, j468, j469, j470, j471, j472, j473, j474) =AVERAGE(k465, k466, k467, k468, k469, k470, k471, k472, k473, k474) =AVERAGE(l465, l466, l467, l468, l469, l470, l471, l472, l473, l474) =AVERAGE(m465, m466, m467, m468, m469, m470, m471, m472, m473, m474) =AVERAGE(n465, n466, n467, n468, n469, n470, n471, n472, n473, n474) =AVERAGE(o465, o466, o467, o468, o469, o470, o471, o472, o473, o474) =AVERAGE(p465, p466, p467, p468, p469, p470, p471, p472, p473, p474) =AVERAGE(q465, q466, q467, q468, q469, q470, q471, q472, q473, q474) =AVERAGE(r465, r466, r467, r468, r469, r470, r471, r472, r473, r474) =AVERAGE(s465, s466, s467, s468, s469, s470, s471, s472, s473, s474) =AVERAGE(t465, t466, t467, t468, t469, t470, t471, t472, t473, t474) =STDEV.P(a465, a466, a467, a468, a469, a470, a471, a472, a473, a474) =STDEV.P(b465, b466, b467, b468, b469, b470, b471, b472, b473, b474) =STDEV.P(c465, c466, c467, c468, c469, c470, c471, c472, c473, c474) =STDEV.P(d465, d466, d467, d468, d469, d470, d471, d472, d473, d474) =STDEV.P(e465, e466, e467, e468, e469, e470, e471, e472, e473, e474) =STDEV.P(f465, f466, f467, f468, f469, f470, f471, f472, f473, f474) =STDEV.P(g465, g466, g467, g468, g469, g470, g471, g472, g473, g474) =STDEV.P(h465, h466, h467, h468, h469, h470, h471, h472, h473, h474) =STDEV.P(i465, i466, i467, i468, i469, i470, i471, i472, i473, i474) =STDEV.P(j465, j466, j467, j468, j469, j470, j471, j472, j473, j474) =STDEV.P(k465, k466, k467, k468, k469, k470, k471, k472, k473, k474) =STDEV.P(l465, l466, l467, l468, l469, l470, l471, l472, l473, l474) =STDEV.P(m465, m466, m467, m468, m469, m470, m471, m472, m473, m474) =STDEV.P(n465, n466, n467, n468, n469, n470, n471, n472, n473, n474) =STDEV.P(o465, o466, o467, o468, o469, o470, o471, o472, o473, o474) =STDEV.P(p465, p466, p467, p468, p469, p470, p471, p472, p473, p474) =STDEV.P(q465, q466, q467, q468, q469, q470, q471, q472, q473, q474) =STDEV.P(r465, r466, r467, r468, r469, r470, r471, r472, r473, r474) =STDEV.P(s465, s466, s467, s468, s469, s470, s471, s472, s473, s474) =STDEV.P(t465, t466, t467, t468, t469, t470, t471, t472, t473, t474)
+=AVERAGE(a475, a476, a477, a478, a479, a480, a481, a482, a483, a484) =AVERAGE(b475, b476, b477, b478, b479, b480, b481, b482, b483, b484) =AVERAGE(c475, c476, c477, c478, c479, c480, c481, c482, c483, c484) =AVERAGE(d475, d476, d477, d478, d479, d480, d481, d482, d483, d484) =AVERAGE(e475, e476, e477, e478, e479, e480, e481, e482, e483, e484) =AVERAGE(f475, f476, f477, f478, f479, f480, f481, f482, f483, f484) =AVERAGE(g475, g476, g477, g478, g479, g480, g481, g482, g483, g484) =AVERAGE(h475, h476, h477, h478, h479, h480, h481, h482, h483, h484) =AVERAGE(i475, i476, i477, i478, i479, i480, i481, i482, i483, i484) =AVERAGE(j475, j476, j477, j478, j479, j480, j481, j482, j483, j484) =AVERAGE(k475, k476, k477, k478, k479, k480, k481, k482, k483, k484) =AVERAGE(l475, l476, l477, l478, l479, l480, l481, l482, l483, l484) =AVERAGE(m475, m476, m477, m478, m479, m480, m481, m482, m483, m484) =AVERAGE(n475, n476, n477, n478, n479, n480, n481, n482, n483, n484) =AVERAGE(o475, o476, o477, o478, o479, o480, o481, o482, o483, o484) =AVERAGE(p475, p476, p477, p478, p479, p480, p481, p482, p483, p484) =AVERAGE(q475, q476, q477, q478, q479, q480, q481, q482, q483, q484) =AVERAGE(r475, r476, r477, r478, r479, r480, r481, r482, r483, r484) =AVERAGE(s475, s476, s477, s478, s479, s480, s481, s482, s483, s484) =AVERAGE(t475, t476, t477, t478, t479, t480, t481, t482, t483, t484) =STDEV.P(a475, a476, a477, a478, a479, a480, a481, a482, a483, a484) =STDEV.P(b475, b476, b477, b478, b479, b480, b481, b482, b483, b484) =STDEV.P(c475, c476, c477, c478, c479, c480, c481, c482, c483, c484) =STDEV.P(d475, d476, d477, d478, d479, d480, d481, d482, d483, d484) =STDEV.P(e475, e476, e477, e478, e479, e480, e481, e482, e483, e484) =STDEV.P(f475, f476, f477, f478, f479, f480, f481, f482, f483, f484) =STDEV.P(g475, g476, g477, g478, g479, g480, g481, g482, g483, g484) =STDEV.P(h475, h476, h477, h478, h479, h480, h481, h482, h483, h484) =STDEV.P(i475, i476, i477, i478, i479, i480, i481, i482, i483, i484) =STDEV.P(j475, j476, j477, j478, j479, j480, j481, j482, j483, j484) =STDEV.P(k475, k476, k477, k478, k479, k480, k481, k482, k483, k484) =STDEV.P(l475, l476, l477, l478, l479, l480, l481, l482, l483, l484) =STDEV.P(m475, m476, m477, m478, m479, m480, m481, m482, m483, m484) =STDEV.P(n475, n476, n477, n478, n479, n480, n481, n482, n483, n484) =STDEV.P(o475, o476, o477, o478, o479, o480, o481, o482, o483, o484) =STDEV.P(p475, p476, p477, p478, p479, p480, p481, p482, p483, p484) =STDEV.P(q475, q476, q477, q478, q479, q480, q481, q482, q483, q484) =STDEV.P(r475, r476, r477, r478, r479, r480, r481, r482, r483, r484) =STDEV.P(s475, s476, s477, s478, s479, s480, s481, s482, s483, s484) =STDEV.P(t475, t476, t477, t478, t479, t480, t481, t482, t483, t484)
+=AVERAGE(a485, a486, a487, a488, a489, a490, a491, a492, a493, a494) =AVERAGE(b485, b486, b487, b488, b489, b490, b491, b492, b493, b494) =AVERAGE(c485, c486, c487, c488, c489, c490, c491, c492, c493, c494) =AVERAGE(d485, d486, d487, d488, d489, d490, d491, d492, d493, d494) =AVERAGE(e485, e486, e487, e488, e489, e490, e491, e492, e493, e494) =AVERAGE(f485, f486, f487, f488, f489, f490, f491, f492, f493, f494) =AVERAGE(g485, g486, g487, g488, g489, g490, g491, g492, g493, g494) =AVERAGE(h485, h486, h487, h488, h489, h490, h491, h492, h493, h494) =AVERAGE(i485, i486, i487, i488, i489, i490, i491, i492, i493, i494) =AVERAGE(j485, j486, j487, j488, j489, j490, j491, j492, j493, j494) =AVERAGE(k485, k486, k487, k488, k489, k490, k491, k492, k493, k494) =AVERAGE(l485, l486, l487, l488, l489, l490, l491, l492, l493, l494) =AVERAGE(m485, m486, m487, m488, m489, m490, m491, m492, m493, m494) =AVERAGE(n485, n486, n487, n488, n489, n490, n491, n492, n493, n494) =AVERAGE(o485, o486, o487, o488, o489, o490, o491, o492, o493, o494) =AVERAGE(p485, p486, p487, p488, p489, p490, p491, p492, p493, p494) =AVERAGE(q485, q486, q487, q488, q489, q490, q491, q492, q493, q494) =AVERAGE(r485, r486, r487, r488, r489, r490, r491, r492, r493, r494) =AVERAGE(s485, s486, s487, s488, s489, s490, s491, s492, s493, s494) =AVERAGE(t485, t486, t487, t488, t489, t490, t491, t492, t493, t494) =STDEV.P(a485, a486, a487, a488, a489, a490, a491, a492, a493, a494) =STDEV.P(b485, b486, b487, b488, b489, b490, b491, b492, b493, b494) =STDEV.P(c485, c486, c487, c488, c489, c490, c491, c492, c493, c494) =STDEV.P(d485, d486, d487, d488, d489, d490, d491, d492, d493, d494) =STDEV.P(e485, e486, e487, e488, e489, e490, e491, e492, e493, e494) =STDEV.P(f485, f486, f487, f488, f489, f490, f491, f492, f493, f494) =STDEV.P(g485, g486, g487, g488, g489, g490, g491, g492, g493, g494) =STDEV.P(h485, h486, h487, h488, h489, h490, h491, h492, h493, h494) =STDEV.P(i485, i486, i487, i488, i489, i490, i491, i492, i493, i494) =STDEV.P(j485, j486, j487, j488, j489, j490, j491, j492, j493, j494) =STDEV.P(k485, k486, k487, k488, k489, k490, k491, k492, k493, k494) =STDEV.P(l485, l486, l487, l488, l489, l490, l491, l492, l493, l494) =STDEV.P(m485, m486, m487, m488, m489, m490, m491, m492, m493, m494) =STDEV.P(n485, n486, n487, n488, n489, n490, n491, n492, n493, n494) =STDEV.P(o485, o486, o487, o488, o489, o490, o491, o492, o493, o494) =STDEV.P(p485, p486, p487, p488, p489, p490, p491, p492, p493, p494) =STDEV.P(q485, q486, q487, q488, q489, q490, q491, q492, q493, q494) =STDEV.P(r485, r486, r487, r488, r489, r490, r491, r492, r493, r494) =STDEV.P(s485, s486, s487, s488, s489, s490, s491, s492, s493, s494) =STDEV.P(t485, t486, t487, t488, t489, t490, t491, t492, t493, t494)
+=AVERAGE(a495, a496, a497, a498, a499, a500, a501, a502, a503, a504) =AVERAGE(b495, b496, b497, b498, b499, b500, b501, b502, b503, b504) =AVERAGE(c495, c496, c497, c498, c499, c500, c501, c502, c503, c504) =AVERAGE(d495, d496, d497, d498, d499, d500, d501, d502, d503, d504) =AVERAGE(e495, e496, e497, e498, e499, e500, e501, e502, e503, e504) =AVERAGE(f495, f496, f497, f498, f499, f500, f501, f502, f503, f504) =AVERAGE(g495, g496, g497, g498, g499, g500, g501, g502, g503, g504) =AVERAGE(h495, h496, h497, h498, h499, h500, h501, h502, h503, h504) =AVERAGE(i495, i496, i497, i498, i499, i500, i501, i502, i503, i504) =AVERAGE(j495, j496, j497, j498, j499, j500, j501, j502, j503, j504) =AVERAGE(k495, k496, k497, k498, k499, k500, k501, k502, k503, k504) =AVERAGE(l495, l496, l497, l498, l499, l500, l501, l502, l503, l504) =AVERAGE(m495, m496, m497, m498, m499, m500, m501, m502, m503, m504) =AVERAGE(n495, n496, n497, n498, n499, n500, n501, n502, n503, n504) =AVERAGE(o495, o496, o497, o498, o499, o500, o501, o502, o503, o504) =AVERAGE(p495, p496, p497, p498, p499, p500, p501, p502, p503, p504) =AVERAGE(q495, q496, q497, q498, q499, q500, q501, q502, q503, q504) =AVERAGE(r495, r496, r497, r498, r499, r500, r501, r502, r503, r504) =AVERAGE(s495, s496, s497, s498, s499, s500, s501, s502, s503, s504) =AVERAGE(t495, t496, t497, t498, t499, t500, t501, t502, t503, t504) =STDEV.P(a495, a496, a497, a498, a499, a500, a501, a502, a503, a504) =STDEV.P(b495, b496, b497, b498, b499, b500, b501, b502, b503, b504) =STDEV.P(c495, c496, c497, c498, c499, c500, c501, c502, c503, c504) =STDEV.P(d495, d496, d497, d498, d499, d500, d501, d502, d503, d504) =STDEV.P(e495, e496, e497, e498, e499, e500, e501, e502, e503, e504) =STDEV.P(f495, f496, f497, f498, f499, f500, f501, f502, f503, f504) =STDEV.P(g495, g496, g497, g498, g499, g500, g501, g502, g503, g504) =STDEV.P(h495, h496, h497, h498, h499, h500, h501, h502, h503, h504) =STDEV.P(i495, i496, i497, i498, i499, i500, i501, i502, i503, i504) =STDEV.P(j495, j496, j497, j498, j499, j500, j501, j502, j503, j504) =STDEV.P(k495, k496, k497, k498, k499, k500, k501, k502, k503, k504) =STDEV.P(l495, l496, l497, l498, l499, l500, l501, l502, l503, l504) =STDEV.P(m495, m496, m497, m498, m499, m500, m501, m502, m503, m504) =STDEV.P(n495, n496, n497, n498, n499, n500, n501, n502, n503, n504) =STDEV.P(o495, o496, o497, o498, o499, o500, o501, o502, o503, o504) =STDEV.P(p495, p496, p497, p498, p499, p500, p501, p502, p503, p504) =STDEV.P(q495, q496, q497, q498, q499, q500, q501, q502, q503, q504) =STDEV.P(r495, r496, r497, r498, r499, r500, r501, r502, r503, r504) =STDEV.P(s495, s496, s497, s498, s499, s500, s501, s502, s503, s504) =STDEV.P(t495, t496, t497, t498, t499, t500, t501, t502, t503, t504)
+=AVERAGE(a505, a506, a507, a508, a509, a510, a511, a512, a513, a514) =AVERAGE(b505, b506, b507, b508, b509, b510, b511, b512, b513, b514) =AVERAGE(c505, c506, c507, c508, c509, c510, c511, c512, c513, c514) =AVERAGE(d505, d506, d507, d508, d509, d510, d511, d512, d513, d514) =AVERAGE(e505, e506, e507, e508, e509, e510, e511, e512, e513, e514) =AVERAGE(f505, f506, f507, f508, f509, f510, f511, f512, f513, f514) =AVERAGE(g505, g506, g507, g508, g509, g510, g511, g512, g513, g514) =AVERAGE(h505, h506, h507, h508, h509, h510, h511, h512, h513, h514) =AVERAGE(i505, i506, i507, i508, i509, i510, i511, i512, i513, i514) =AVERAGE(j505, j506, j507, j508, j509, j510, j511, j512, j513, j514) =AVERAGE(k505, k506, k507, k508, k509, k510, k511, k512, k513, k514) =AVERAGE(l505, l506, l507, l508, l509, l510, l511, l512, l513, l514) =AVERAGE(m505, m506, m507, m508, m509, m510, m511, m512, m513, m514) =AVERAGE(n505, n506, n507, n508, n509, n510, n511, n512, n513, n514) =AVERAGE(o505, o506, o507, o508, o509, o510, o511, o512, o513, o514) =AVERAGE(p505, p506, p507, p508, p509, p510, p511, p512, p513, p514) =AVERAGE(q505, q506, q507, q508, q509, q510, q511, q512, q513, q514) =AVERAGE(r505, r506, r507, r508, r509, r510, r511, r512, r513, r514) =AVERAGE(s505, s506, s507, s508, s509, s510, s511, s512, s513, s514) =AVERAGE(t505, t506, t507, t508, t509, t510, t511, t512, t513, t514) =STDEV.P(a505, a506, a507, a508, a509, a510, a511, a512, a513, a514) =STDEV.P(b505, b506, b507, b508, b509, b510, b511, b512, b513, b514) =STDEV.P(c505, c506, c507, c508, c509, c510, c511, c512, c513, c514) =STDEV.P(d505, d506, d507, d508, d509, d510, d511, d512, d513, d514) =STDEV.P(e505, e506, e507, e508, e509, e510, e511, e512, e513, e514) =STDEV.P(f505, f506, f507, f508, f509, f510, f511, f512, f513, f514) =STDEV.P(g505, g506, g507, g508, g509, g510, g511, g512, g513, g514) =STDEV.P(h505, h506, h507, h508, h509, h510, h511, h512, h513, h514) =STDEV.P(i505, i506, i507, i508, i509, i510, i511, i512, i513, i514) =STDEV.P(j505, j506, j507, j508, j509, j510, j511, j512, j513, j514) =STDEV.P(k505, k506, k507, k508, k509, k510, k511, k512, k513, k514) =STDEV.P(l505, l506, l507, l508, l509, l510, l511, l512, l513, l514) =STDEV.P(m505, m506, m507, m508, m509, m510, m511, m512, m513, m514) =STDEV.P(n505, n506, n507, n508, n509, n510, n511, n512, n513, n514) =STDEV.P(o505, o506, o507, o508, o509, o510, o511, o512, o513, o514) =STDEV.P(p505, p506, p507, p508, p509, p510, p511, p512, p513, p514) =STDEV.P(q505, q506, q507, q508, q509, q510, q511, q512, q513, q514) =STDEV.P(r505, r506, r507, r508, r509, r510, r511, r512, r513, r514) =STDEV.P(s505, s506, s507, s508, s509, s510, s511, s512, s513, s514) =STDEV.P(t505, t506, t507, t508, t509, t510, t511, t512, t513, t514)
+=AVERAGE(a515, a516, a517, a518, a519, a520, a521, a522, a523, a524) =AVERAGE(b515, b516, b517, b518, b519, b520, b521, b522, b523, b524) =AVERAGE(c515, c516, c517, c518, c519, c520, c521, c522, c523, c524) =AVERAGE(d515, d516, d517, d518, d519, d520, d521, d522, d523, d524) =AVERAGE(e515, e516, e517, e518, e519, e520, e521, e522, e523, e524) =AVERAGE(f515, f516, f517, f518, f519, f520, f521, f522, f523, f524) =AVERAGE(g515, g516, g517, g518, g519, g520, g521, g522, g523, g524) =AVERAGE(h515, h516, h517, h518, h519, h520, h521, h522, h523, h524) =AVERAGE(i515, i516, i517, i518, i519, i520, i521, i522, i523, i524) =AVERAGE(j515, j516, j517, j518, j519, j520, j521, j522, j523, j524) =AVERAGE(k515, k516, k517, k518, k519, k520, k521, k522, k523, k524) =AVERAGE(l515, l516, l517, l518, l519, l520, l521, l522, l523, l524) =AVERAGE(m515, m516, m517, m518, m519, m520, m521, m522, m523, m524) =AVERAGE(n515, n516, n517, n518, n519, n520, n521, n522, n523, n524) =AVERAGE(o515, o516, o517, o518, o519, o520, o521, o522, o523, o524) =AVERAGE(p515, p516, p517, p518, p519, p520, p521, p522, p523, p524) =AVERAGE(q515, q516, q517, q518, q519, q520, q521, q522, q523, q524) =AVERAGE(r515, r516, r517, r518, r519, r520, r521, r522, r523, r524) =AVERAGE(s515, s516, s517, s518, s519, s520, s521, s522, s523, s524) =AVERAGE(t515, t516, t517, t518, t519, t520, t521, t522, t523, t524) =STDEV.P(a515, a516, a517, a518, a519, a520, a521, a522, a523, a524) =STDEV.P(b515, b516, b517, b518, b519, b520, b521, b522, b523, b524) =STDEV.P(c515, c516, c517, c518, c519, c520, c521, c522, c523, c524) =STDEV.P(d515, d516, d517, d518, d519, d520, d521, d522, d523, d524) =STDEV.P(e515, e516, e517, e518, e519, e520, e521, e522, e523, e524) =STDEV.P(f515, f516, f517, f518, f519, f520, f521, f522, f523, f524) =STDEV.P(g515, g516, g517, g518, g519, g520, g521, g522, g523, g524) =STDEV.P(h515, h516, h517, h518, h519, h520, h521, h522, h523, h524) =STDEV.P(i515, i516, i517, i518, i519, i520, i521, i522, i523, i524) =STDEV.P(j515, j516, j517, j518, j519, j520, j521, j522, j523, j524) =STDEV.P(k515, k516, k517, k518, k519, k520, k521, k522, k523, k524) =STDEV.P(l515, l516, l517, l518, l519, l520, l521, l522, l523, l524) =STDEV.P(m515, m516, m517, m518, m519, m520, m521, m522, m523, m524) =STDEV.P(n515, n516, n517, n518, n519, n520, n521, n522, n523, n524) =STDEV.P(o515, o516, o517, o518, o519, o520, o521, o522, o523, o524) =STDEV.P(p515, p516, p517, p518, p519, p520, p521, p522, p523, p524) =STDEV.P(q515, q516, q517, q518, q519, q520, q521, q522, q523, q524) =STDEV.P(r515, r516, r517, r518, r519, r520, r521, r522, r523, r524) =STDEV.P(s515, s516, s517, s518, s519, s520, s521, s522, s523, s524) =STDEV.P(t515, t516, t517, t518, t519, t520, t521, t522, t523, t524)
+=AVERAGE(a525, a526, a527, a528, a529, a530, a531, a532, a533, a534) =AVERAGE(b525, b526, b527, b528, b529, b530, b531, b532, b533, b534) =AVERAGE(c525, c526, c527, c528, c529, c530, c531, c532, c533, c534) =AVERAGE(d525, d526, d527, d528, d529, d530, d531, d532, d533, d534) =AVERAGE(e525, e526, e527, e528, e529, e530, e531, e532, e533, e534) =AVERAGE(f525, f526, f527, f528, f529, f530, f531, f532, f533, f534) =AVERAGE(g525, g526, g527, g528, g529, g530, g531, g532, g533, g534) =AVERAGE(h525, h526, h527, h528, h529, h530, h531, h532, h533, h534) =AVERAGE(i525, i526, i527, i528, i529, i530, i531, i532, i533, i534) =AVERAGE(j525, j526, j527, j528, j529, j530, j531, j532, j533, j534) =AVERAGE(k525, k526, k527, k528, k529, k530, k531, k532, k533, k534) =AVERAGE(l525, l526, l527, l528, l529, l530, l531, l532, l533, l534) =AVERAGE(m525, m526, m527, m528, m529, m530, m531, m532, m533, m534) =AVERAGE(n525, n526, n527, n528, n529, n530, n531, n532, n533, n534) =AVERAGE(o525, o526, o527, o528, o529, o530, o531, o532, o533, o534) =AVERAGE(p525, p526, p527, p528, p529, p530, p531, p532, p533, p534) =AVERAGE(q525, q526, q527, q528, q529, q530, q531, q532, q533, q534) =AVERAGE(r525, r526, r527, r528, r529, r530, r531, r532, r533, r534) =AVERAGE(s525, s526, s527, s528, s529, s530, s531, s532, s533, s534) =AVERAGE(t525, t526, t527, t528, t529, t530, t531, t532, t533, t534) =STDEV.P(a525, a526, a527, a528, a529, a530, a531, a532, a533, a534) =STDEV.P(b525, b526, b527, b528, b529, b530, b531, b532, b533, b534) =STDEV.P(c525, c526, c527, c528, c529, c530, c531, c532, c533, c534) =STDEV.P(d525, d526, d527, d528, d529, d530, d531, d532, d533, d534) =STDEV.P(e525, e526, e527, e528, e529, e530, e531, e532, e533, e534) =STDEV.P(f525, f526, f527, f528, f529, f530, f531, f532, f533, f534) =STDEV.P(g525, g526, g527, g528, g529, g530, g531, g532, g533, g534) =STDEV.P(h525, h526, h527, h528, h529, h530, h531, h532, h533, h534) =STDEV.P(i525, i526, i527, i528, i529, i530, i531, i532, i533, i534) =STDEV.P(j525, j526, j527, j528, j529, j530, j531, j532, j533, j534) =STDEV.P(k525, k526, k527, k528, k529, k530, k531, k532, k533, k534) =STDEV.P(l525, l526, l527, l528, l529, l530, l531, l532, l533, l534) =STDEV.P(m525, m526, m527, m528, m529, m530, m531, m532, m533, m534) =STDEV.P(n525, n526, n527, n528, n529, n530, n531, n532, n533, n534) =STDEV.P(o525, o526, o527, o528, o529, o530, o531, o532, o533, o534) =STDEV.P(p525, p526, p527, p528, p529, p530, p531, p532, p533, p534) =STDEV.P(q525, q526, q527, q528, q529, q530, q531, q532, q533, q534) =STDEV.P(r525, r526, r527, r528, r529, r530, r531, r532, r533, r534) =STDEV.P(s525, s526, s527, s528, s529, s530, s531, s532, s533, s534) =STDEV.P(t525, t526, t527, t528, t529, t530, t531, t532, t533, t534)
+=AVERAGE(a535, a536, a537, a538, a539, a540, a541, a542, a543, a544) =AVERAGE(b535, b536, b537, b538, b539, b540, b541, b542, b543, b544) =AVERAGE(c535, c536, c537, c538, c539, c540, c541, c542, c543, c544) =AVERAGE(d535, d536, d537, d538, d539, d540, d541, d542, d543, d544) =AVERAGE(e535, e536, e537, e538, e539, e540, e541, e542, e543, e544) =AVERAGE(f535, f536, f537, f538, f539, f540, f541, f542, f543, f544) =AVERAGE(g535, g536, g537, g538, g539, g540, g541, g542, g543, g544) =AVERAGE(h535, h536, h537, h538, h539, h540, h541, h542, h543, h544) =AVERAGE(i535, i536, i537, i538, i539, i540, i541, i542, i543, i544) =AVERAGE(j535, j536, j537, j538, j539, j540, j541, j542, j543, j544) =AVERAGE(k535, k536, k537, k538, k539, k540, k541, k542, k543, k544) =AVERAGE(l535, l536, l537, l538, l539, l540, l541, l542, l543, l544) =AVERAGE(m535, m536, m537, m538, m539, m540, m541, m542, m543, m544) =AVERAGE(n535, n536, n537, n538, n539, n540, n541, n542, n543, n544) =AVERAGE(o535, o536, o537, o538, o539, o540, o541, o542, o543, o544) =AVERAGE(p535, p536, p537, p538, p539, p540, p541, p542, p543, p544) =AVERAGE(q535, q536, q537, q538, q539, q540, q541, q542, q543, q544) =AVERAGE(r535, r536, r537, r538, r539, r540, r541, r542, r543, r544) =AVERAGE(s535, s536, s537, s538, s539, s540, s541, s542, s543, s544) =AVERAGE(t535, t536, t537, t538, t539, t540, t541, t542, t543, t544) =STDEV.P(a535, a536, a537, a538, a539, a540, a541, a542, a543, a544) =STDEV.P(b535, b536, b537, b538, b539, b540, b541, b542, b543, b544) =STDEV.P(c535, c536, c537, c538, c539, c540, c541, c542, c543, c544) =STDEV.P(d535, d536, d537, d538, d539, d540, d541, d542, d543, d544) =STDEV.P(e535, e536, e537, e538, e539, e540, e541, e542, e543, e544) =STDEV.P(f535, f536, f537, f538, f539, f540, f541, f542, f543, f544) =STDEV.P(g535, g536, g537, g538, g539, g540, g541, g542, g543, g544) =STDEV.P(h535, h536, h537, h538, h539, h540, h541, h542, h543, h544) =STDEV.P(i535, i536, i537, i538, i539, i540, i541, i542, i543, i544) =STDEV.P(j535, j536, j537, j538, j539, j540, j541, j542, j543, j544) =STDEV.P(k535, k536, k537, k538, k539, k540, k541, k542, k543, k544) =STDEV.P(l535, l536, l537, l538, l539, l540, l541, l542, l543, l544) =STDEV.P(m535, m536, m537, m538, m539, m540, m541, m542, m543, m544) =STDEV.P(n535, n536, n537, n538, n539, n540, n541, n542, n543, n544) =STDEV.P(o535, o536, o537, o538, o539, o540, o541, o542, o543, o544) =STDEV.P(p535, p536, p537, p538, p539, p540, p541, p542, p543, p544) =STDEV.P(q535, q536, q537, q538, q539, q540, q541, q542, q543, q544) =STDEV.P(r535, r536, r537, r538, r539, r540, r541, r542, r543, r544) =STDEV.P(s535, s536, s537, s538, s539, s540, s541, s542, s543, s544) =STDEV.P(t535, t536, t537, t538, t539, t540, t541, t542, t543, t544)
+=AVERAGE(a545, a546, a547, a548, a549, a550, a551, a552, a553, a554) =AVERAGE(b545, b546, b547, b548, b549, b550, b551, b552, b553, b554) =AVERAGE(c545, c546, c547, c548, c549, c550, c551, c552, c553, c554) =AVERAGE(d545, d546, d547, d548, d549, d550, d551, d552, d553, d554) =AVERAGE(e545, e546, e547, e548, e549, e550, e551, e552, e553, e554) =AVERAGE(f545, f546, f547, f548, f549, f550, f551, f552, f553, f554) =AVERAGE(g545, g546, g547, g548, g549, g550, g551, g552, g553, g554) =AVERAGE(h545, h546, h547, h548, h549, h550, h551, h552, h553, h554) =AVERAGE(i545, i546, i547, i548, i549, i550, i551, i552, i553, i554) =AVERAGE(j545, j546, j547, j548, j549, j550, j551, j552, j553, j554) =AVERAGE(k545, k546, k547, k548, k549, k550, k551, k552, k553, k554) =AVERAGE(l545, l546, l547, l548, l549, l550, l551, l552, l553, l554) =AVERAGE(m545, m546, m547, m548, m549, m550, m551, m552, m553, m554) =AVERAGE(n545, n546, n547, n548, n549, n550, n551, n552, n553, n554) =AVERAGE(o545, o546, o547, o548, o549, o550, o551, o552, o553, o554) =AVERAGE(p545, p546, p547, p548, p549, p550, p551, p552, p553, p554) =AVERAGE(q545, q546, q547, q548, q549, q550, q551, q552, q553, q554) =AVERAGE(r545, r546, r547, r548, r549, r550, r551, r552, r553, r554) =AVERAGE(s545, s546, s547, s548, s549, s550, s551, s552, s553, s554) =AVERAGE(t545, t546, t547, t548, t549, t550, t551, t552, t553, t554) =STDEV.P(a545, a546, a547, a548, a549, a550, a551, a552, a553, a554) =STDEV.P(b545, b546, b547, b548, b549, b550, b551, b552, b553, b554) =STDEV.P(c545, c546, c547, c548, c549, c550, c551, c552, c553, c554) =STDEV.P(d545, d546, d547, d548, d549, d550, d551, d552, d553, d554) =STDEV.P(e545, e546, e547, e548, e549, e550, e551, e552, e553, e554) =STDEV.P(f545, f546, f547, f548, f549, f550, f551, f552, f553, f554) =STDEV.P(g545, g546, g547, g548, g549, g550, g551, g552, g553, g554) =STDEV.P(h545, h546, h547, h548, h549, h550, h551, h552, h553, h554) =STDEV.P(i545, i546, i547, i548, i549, i550, i551, i552, i553, i554) =STDEV.P(j545, j546, j547, j548, j549, j550, j551, j552, j553, j554) =STDEV.P(k545, k546, k547, k548, k549, k550, k551, k552, k553, k554) =STDEV.P(l545, l546, l547, l548, l549, l550, l551, l552, l553, l554) =STDEV.P(m545, m546, m547, m548, m549, m550, m551, m552, m553, m554) =STDEV.P(n545, n546, n547, n548, n549, n550, n551, n552, n553, n554) =STDEV.P(o545, o546, o547, o548, o549, o550, o551, o552, o553, o554) =STDEV.P(p545, p546, p547, p548, p549, p550, p551, p552, p553, p554) =STDEV.P(q545, q546, q547, q548, q549, q550, q551, q552, q553, q554) =STDEV.P(r545, r546, r547, r548, r549, r550, r551, r552, r553, r554) =STDEV.P(s545, s546, s547, s548, s549, s550, s551, s552, s553, s554) =STDEV.P(t545, t546, t547, t548, t549, t550, t551, t552, t553, t554)
+=AVERAGE(a555, a556, a557, a558, a559, a560, a561, a562, a563, a564) =AVERAGE(b555, b556, b557, b558, b559, b560, b561, b562, b563, b564) =AVERAGE(c555, c556, c557, c558, c559, c560, c561, c562, c563, c564) =AVERAGE(d555, d556, d557, d558, d559, d560, d561, d562, d563, d564) =AVERAGE(e555, e556, e557, e558, e559, e560, e561, e562, e563, e564) =AVERAGE(f555, f556, f557, f558, f559, f560, f561, f562, f563, f564) =AVERAGE(g555, g556, g557, g558, g559, g560, g561, g562, g563, g564) =AVERAGE(h555, h556, h557, h558, h559, h560, h561, h562, h563, h564) =AVERAGE(i555, i556, i557, i558, i559, i560, i561, i562, i563, i564) =AVERAGE(j555, j556, j557, j558, j559, j560, j561, j562, j563, j564) =AVERAGE(k555, k556, k557, k558, k559, k560, k561, k562, k563, k564) =AVERAGE(l555, l556, l557, l558, l559, l560, l561, l562, l563, l564) =AVERAGE(m555, m556, m557, m558, m559, m560, m561, m562, m563, m564) =AVERAGE(n555, n556, n557, n558, n559, n560, n561, n562, n563, n564) =AVERAGE(o555, o556, o557, o558, o559, o560, o561, o562, o563, o564) =AVERAGE(p555, p556, p557, p558, p559, p560, p561, p562, p563, p564) =AVERAGE(q555, q556, q557, q558, q559, q560, q561, q562, q563, q564) =AVERAGE(r555, r556, r557, r558, r559, r560, r561, r562, r563, r564) =AVERAGE(s555, s556, s557, s558, s559, s560, s561, s562, s563, s564) =AVERAGE(t555, t556, t557, t558, t559, t560, t561, t562, t563, t564) =STDEV.P(a555, a556, a557, a558, a559, a560, a561, a562, a563, a564) =STDEV.P(b555, b556, b557, b558, b559, b560, b561, b562, b563, b564) =STDEV.P(c555, c556, c557, c558, c559, c560, c561, c562, c563, c564) =STDEV.P(d555, d556, d557, d558, d559, d560, d561, d562, d563, d564) =STDEV.P(e555, e556, e557, e558, e559, e560, e561, e562, e563, e564) =STDEV.P(f555, f556, f557, f558, f559, f560, f561, f562, f563, f564) =STDEV.P(g555, g556, g557, g558, g559, g560, g561, g562, g563, g564) =STDEV.P(h555, h556, h557, h558, h559, h560, h561, h562, h563, h564) =STDEV.P(i555, i556, i557, i558, i559, i560, i561, i562, i563, i564) =STDEV.P(j555, j556, j557, j558, j559, j560, j561, j562, j563, j564) =STDEV.P(k555, k556, k557, k558, k559, k560, k561, k562, k563, k564) =STDEV.P(l555, l556, l557, l558, l559, l560, l561, l562, l563, l564) =STDEV.P(m555, m556, m557, m558, m559, m560, m561, m562, m563, m564) =STDEV.P(n555, n556, n557, n558, n559, n560, n561, n562, n563, n564) =STDEV.P(o555, o556, o557, o558, o559, o560, o561, o562, o563, o564) =STDEV.P(p555, p556, p557, p558, p559, p560, p561, p562, p563, p564) =STDEV.P(q555, q556, q557, q558, q559, q560, q561, q562, q563, q564) =STDEV.P(r555, r556, r557, r558, r559, r560, r561, r562, r563, r564) =STDEV.P(s555, s556, s557, s558, s559, s560, s561, s562, s563, s564) =STDEV.P(t555, t556, t557, t558, t559, t560, t561, t562, t563, t564)
+=AVERAGE(a565, a566, a567, a568, a569, a570, a571, a572, a573, a574) =AVERAGE(b565, b566, b567, b568, b569, b570, b571, b572, b573, b574) =AVERAGE(c565, c566, c567, c568, c569, c570, c571, c572, c573, c574) =AVERAGE(d565, d566, d567, d568, d569, d570, d571, d572, d573, d574) =AVERAGE(e565, e566, e567, e568, e569, e570, e571, e572, e573, e574) =AVERAGE(f565, f566, f567, f568, f569, f570, f571, f572, f573, f574) =AVERAGE(g565, g566, g567, g568, g569, g570, g571, g572, g573, g574) =AVERAGE(h565, h566, h567, h568, h569, h570, h571, h572, h573, h574) =AVERAGE(i565, i566, i567, i568, i569, i570, i571, i572, i573, i574) =AVERAGE(j565, j566, j567, j568, j569, j570, j571, j572, j573, j574) =AVERAGE(k565, k566, k567, k568, k569, k570, k571, k572, k573, k574) =AVERAGE(l565, l566, l567, l568, l569, l570, l571, l572, l573, l574) =AVERAGE(m565, m566, m567, m568, m569, m570, m571, m572, m573, m574) =AVERAGE(n565, n566, n567, n568, n569, n570, n571, n572, n573, n574) =AVERAGE(o565, o566, o567, o568, o569, o570, o571, o572, o573, o574) =AVERAGE(p565, p566, p567, p568, p569, p570, p571, p572, p573, p574) =AVERAGE(q565, q566, q567, q568, q569, q570, q571, q572, q573, q574) =AVERAGE(r565, r566, r567, r568, r569, r570, r571, r572, r573, r574) =AVERAGE(s565, s566, s567, s568, s569, s570, s571, s572, s573, s574) =AVERAGE(t565, t566, t567, t568, t569, t570, t571, t572, t573, t574) =STDEV.P(a565, a566, a567, a568, a569, a570, a571, a572, a573, a574) =STDEV.P(b565, b566, b567, b568, b569, b570, b571, b572, b573, b574) =STDEV.P(c565, c566, c567, c568, c569, c570, c571, c572, c573, c574) =STDEV.P(d565, d566, d567, d568, d569, d570, d571, d572, d573, d574) =STDEV.P(e565, e566, e567, e568, e569, e570, e571, e572, e573, e574) =STDEV.P(f565, f566, f567, f568, f569, f570, f571, f572, f573, f574) =STDEV.P(g565, g566, g567, g568, g569, g570, g571, g572, g573, g574) =STDEV.P(h565, h566, h567, h568, h569, h570, h571, h572, h573, h574) =STDEV.P(i565, i566, i567, i568, i569, i570, i571, i572, i573, i574) =STDEV.P(j565, j566, j567, j568, j569, j570, j571, j572, j573, j574) =STDEV.P(k565, k566, k567, k568, k569, k570, k571, k572, k573, k574) =STDEV.P(l565, l566, l567, l568, l569, l570, l571, l572, l573, l574) =STDEV.P(m565, m566, m567, m568, m569, m570, m571, m572, m573, m574) =STDEV.P(n565, n566, n567, n568, n569, n570, n571, n572, n573, n574) =STDEV.P(o565, o566, o567, o568, o569, o570, o571, o572, o573, o574) =STDEV.P(p565, p566, p567, p568, p569, p570, p571, p572, p573, p574) =STDEV.P(q565, q566, q567, q568, q569, q570, q571, q572, q573, q574) =STDEV.P(r565, r566, r567, r568, r569, r570, r571, r572, r573, r574) =STDEV.P(s565, s566, s567, s568, s569, s570, s571, s572, s573, s574) =STDEV.P(t565, t566, t567, t568, t569, t570, t571, t572, t573, t574)
+
+0 0 0.9618 0.9987 0 18.488 3.483 53 6 63 6 0.9618 0.9987 0 18.488 3.483 53 6 63 6
+0 0 0.954 0.9985 0 18.733 3.529 54 5 76 6 0.954 0.9985 0 18.733 3.529 54 5 76 6
+0 0 0.9557 0.9988 0 18.878 3.519 17 5 52 6 0.9557 0.9988 0 18.878 3.519 17 5 52 6
+0 0 0.9601 0.9986 0 18.423 3.468 72 6 25 5 0.9601 0.9986 0 18.423 3.468 72 6 25 5
+0 0 0.9588 0.9987 0 18.071 3.425 14 5 27 4 0.9588 0.9987 0 18.071 3.425 14 5 27 4
+0 0 0.9537 0.9985 0 18.658 3.483 9 3 49 6 0.9537 0.9985 0 18.658 3.483 9 3 49 6
+0 0 0.9579 0.9985 0 18.08 3.451 59 6 63 6 0.9579 0.9985 0 18.08 3.451 59 6 63 6
+0 0 0.9576 0.9986 0 18.254 3.481 38 5 64 6 0.9576 0.9986 0 18.254 3.481 38 5 64 6
+0 0 0.9576 0.9986 0 17.976 3.432 50 5 78 6 0.9576 0.9986 0 17.976 3.432 50 5 78 6
+0 0 0.9578 0.9987 0 17.898 3.44 8 3 43 6 0.9578 0.9987 0 17.898 3.44 8 3 43 6
+1 0 0.9906 0.9987 0 17.299 3.671 53 6 26 5 0.9762 0.9987 0 17.893 3.577 53 6 63 6
+1 0 0.9906 0.9985 0 17.523 3.717 54 5 47 5 0.9723 0.9985 0 18.128 3.623 54 5 76 6
+1 0 0.989 0.9988 0 17.116 3.655 17 5 36 8 0.9724 0.9988 0 17.997 3.587 17 5 52 6
+1 0 0.9882 0.9986 0 17.133 3.641 72 6 30 6 0.9741 0.9986 0 17.778 3.555 72 6 25 5
+1 0 0.9896 0.9987 0 16.917 3.591 9 4 93 8 0.9742 0.9987 0 17.494 3.508 9 4 27 4
+1 0 0.989 0.9985 0 17.172 3.644 9 3 13 3 0.9714 0.9985 0 17.915 3.563 9 3 49 6
+1 0 0.9907 0.9985 0 16.735 3.597 59 6 58 7 0.9743 0.9985 0 17.407 3.524 59 6 63 6
+1 0 0.9897 0.9986 0 16.772 3.617 38 5 40 7 0.9736 0.9986 0 17.513 3.549 38 5 64 6
+1 0 0.9904 0.9986 0 16.702 3.622 50 5 19 6 0.974 0.9986 0 17.339 3.527 50 5 78 6
+1 0 0.9915 0.9987 0 16.602 3.59 8 3 26 7 0.9747 0.9987 0 17.25 3.515 8 3 43 6
+2 0 0.9882 0.9987 0 17.491 3.888 53 6 68 9 0.9802 0.9987 0 17.759 3.681 53 6 63 6
+2 0 0.9896 0.9985 0 17.415 3.889 54 5 6 3 0.9781 0.9985 0 17.89 3.712 54 5 76 6
+2 0 0.9926 0.9988 0 16.345 3.72 17 5 76 10 0.9791 0.9988 0 17.446 3.631 17 5 52 6
+2 0 0.9898 0.9988 0 16.573 3.748 20 4 15 9 0.9794 0.9988 0 17.376 3.619 20 4 25 5
+2 0 0.9898 0.9987 0 16.483 3.739 9 4 49 7 0.9794 0.9987 0 17.157 3.585 9 4 27 4
+2 0 0.9908 0.9986 0 16.47 3.713 12 6 13 4 0.9778 0.9986 0 17.433 3.613 12 6 49 6
+2 0 0.9911 0.9986 0 16.362 3.753 11 3 17 4 0.9799 0.9986 0 17.059 3.6 11 3 63 6
+2 0 0.9905 0.9986 0 16.32 3.744 38 5 12 4 0.9793 0.9986 0 17.115 3.614 38 5 64 6
+2 0 0.9906 0.9986 0 16.304 3.778 50 5 32 6 0.9796 0.9986 0 16.994 3.611 50 5 78 6
+2 0 0.9876 0.9987 0 16.932 3.798 28 6 7 3 0.979 0.9987 0 17.144 3.609 28 6 43 6
+3 0 0.9912 0.9988 0 17.086 3.961 33 9 26 5 0.9829 0.9988 0 17.591 3.751 33 9 63 6
+3 0 0.9937 0.9985 0 16.535 3.907 24 7 25 5 0.982 0.9985 0 17.551 3.761 24 7 76 6
+3 0 0.993 0.9989 0 15.995 3.833 10 6 45 7 0.9826 0.9989 0 17.084 3.682 10 6 52 6
+3 0 0.9918 0.9988 0 16.492 3.863 20 4 21 4 0.9825 0.9988 0 17.155 3.68 20 4 25 5
+3 0 0.9926 0.9987 0 16.064 3.856 9 4 25 6 0.9827 0.9987 0 16.884 3.653 9 4 27 4
+3 0 0.9918 0.9986 0 16.182 3.846 12 6 41 7 0.9813 0.9986 0 17.12 3.671 12 6 49 6
+3 0 0.9928 0.9987 0 16.128 3.899 53 9 29 5 0.9831 0.9987 0 16.826 3.675 53 9 63 6
+3 0 0.9937 0.9986 0 16.053 3.893 44 8 10 4 0.9829 0.9986 0 16.85 3.684 44 8 64 6
+3 0 0.9924 0.9987 0 15.969 3.86 10 5 20 7 0.9828 0.9987 0 16.738 3.673 10 5 78 6
+3 0 0.9912 0.9987 0 16.372 3.831 28 6 16 5 0.982 0.9987 0 16.951 3.665 28 6 43 6
+4 0 0.9928 0.9988 0 16.699 4.059 33 9 35 6 0.9849 0.9988 0 17.412 3.812 33 9 63 6
+4 0 0.9934 0.9985 0 16.304 3.996 24 7 14 5 0.9843 0.9985 0 17.302 3.808 24 7 76 6
+4 0 0.9904 0.9989 0 16.032 3.932 10 6 39 9 0.9841 0.9989 0 16.873 3.732 10 6 52 6
+4 0 0.991 0.9988 0 16.077 3.901 20 4 66 9 0.9842 0.9988 0 16.94 3.724 20 4 25 5
+4 0 0.9919 0.9987 0 15.75 3.967 9 4 57 10 0.9845 0.9987 0 16.657 3.716 9 4 27 4
+4 0 0.9926 0.9988 0 16.077 3.952 3 1 35 6 0.9836 0.9988 0 16.912 3.728 3 1 49 6
+4 0 0.9914 0.9987 0 15.895 4.008 53 9 30 6 0.9848 0.9987 0 16.64 3.742 53 9 63 6
+4 0 0.9919 0.9988 0 15.992 3.963 19 8 28 7 0.9847 0.9988 0 16.678 3.74 19 8 64 6
+4 0 0.9936 0.9987 0 15.385 3.896 3 1 63 6 0.985 0.9987 0 16.467 3.718 3 1 78 6
+4 0 0.9924 0.9987 0 16.449 3.926 28 6 36 9 0.9841 0.9987 0 16.851 3.717 28 6 43 6
+5 0 0.9928 0.9988 0 15.972 4.063 33 9 10 6 0.9862 0.9988 0 17.172 3.854 33 9 63 6
+5 0 0.9914 0.9987 0 16.237 4.083 5 3 21 8 0.9854 0.9987 0 17.124 3.854 5 3 76 6
+5 0 0.9922 0.9989 0 15.704 3.992 10 6 86 10 0.9855 0.9989 0 16.678 3.775 10 6 52 6
+5 0 0.9918 0.9988 0 16.193 4.008 20 4 46 8 0.9855 0.9988 0 16.815 3.772 20 4 25 5
+5 0 0.9942 0.9987 0 15.799 4.079 12 4 43 8 0.9861 0.9987 0 16.514 3.776 12 4 27 4
+5 0 0.9928 0.9988 0 15.702 3.999 3 1 30 9 0.9851 0.9988 0 16.71 3.773 3 1 49 6
+5 0 0.9928 0.9987 0 15.747 4.087 53 9 62 8 0.9861 0.9987 0 16.491 3.799 53 9 63 6
+5 0 0.9939 0.9988 0 15.912 4.016 19 8 35 9 0.9862 0.9988 0 16.55 3.786 19 8 64 6
+5 0 0.9938 0.9987 0 14.804 3.881 3 1 58 9 0.9864 0.9987 0 16.19 3.745 3 1 78 6
+5 0 0.9908 0.9987 0 16.262 4.024 28 6 75 9 0.9852 0.9987 0 16.752 3.768 28 6 43 6
+6 0 0.9942 0.9988 0 15.95 4.146 33 9 96 10 0.9874 0.9988 0 16.998 3.896 33 9 63 6
+6 0 0.9922 0.9987 0 15.661 4.084 5 3 31 7 0.9864 0.9987 0 16.915 3.887 5 3 76 6
+6 0 0.9948 0.9989 0 15.468 4 10 6 11 4 0.9868 0.9989 0 16.505 3.807 10 6 52 6
+6 0 0.9936 0.9988 0 15.933 4.077 20 4 12 5 0.9866 0.9988 0 16.689 3.815 20 4 25 5
+6 0 0.994 0.9989 0 15.569 4.158 51 11 75 9 0.9872 0.9989 0 16.379 3.831 51 11 27 4
+6 0 0.9914 0.9988 0 15.493 4.098 3 1 33 6 0.986 0.9988 0 16.536 3.819 3 1 49 6
+6 0 0.9908 0.9987 0 15.954 4.19 53 9 82 14 0.9868 0.9987 0 16.414 3.855 53 9 63 6
+6 0 0.9937 0.9988 0 15.425 4.063 12 6 22 5 0.9873 0.9988 0 16.39 3.825 12 6 64 6
+6 0 0.9938 0.9987 0 14.767 3.949 13 5 86 12 0.9875 0.9987 0 15.987 3.774 13 5 78 6
+6 0 0.994 0.9987 0 15.882 4.085 28 6 32 10 0.9865 0.9987 0 16.628 3.813 28 6 43 6
+7 0 0.9942 0.9989 0 15.586 4.146 29 6 9 4 0.9882 0.9989 0 16.821 3.927 29 6 63 6
+7 0 0.9933 0.9987 0 15.666 4.148 5 3 23 8 0.9873 0.9987 0 16.759 3.919 5 3 76 6
+7 0 0.9926 0.9989 0 15.19 4.054 10 6 48 9 0.9875 0.9989 0 16.341 3.838 10 6 52 6
+7 0 0.9934 0.9988 0 15.491 4.088 20 4 12 4 0.9875 0.9988 0 16.54 3.849 20 4 25 5
+7 0 0.9936 0.9989 0 15.579 4.251 51 11 13 5 0.988 0.9989 0 16.279 3.883 51 11 27 4
+7 0 0.9942 0.9988 0 14.749 4.071 3 1 98 13 0.9871 0.9988 0 16.313 3.851 3 1 49 6
+7 0 0.994 0.9987 0 15.706 4.211 53 9 24 5 0.9877 0.9987 0 16.326 3.9 53 9 63 6
+7 0 0.9937 0.9988 0 15 4.069 12 6 80 15 0.9881 0.9988 0 16.216 3.856 12 6 64 6
+7 0 0.994 0.9987 0 14.701 4.002 13 5 49 9 0.9883 0.9987 0 15.826 3.803 13 5 78 6
+7 0 0.9934 0.9987 0 15.537 4.106 28 6 59 9 0.9873 0.9987 0 16.492 3.85 28 6 43 6
+8 0 0.9949 0.9989 0 15.379 4.212 29 6 47 7 0.989 0.9989 0 16.661 3.959 29 6 63 6
+8 0 0.9928 0.9988 0 15.55 4.199 17 4 31 9 0.9879 0.9988 0 16.625 3.95 17 4 76 6
+8 0 0.9936 0.9989 0 14.864 4.069 10 6 21 6 0.9882 0.9989 0 16.177 3.864 10 6 52 6
+8 0 0.9964 0.9988 0 15.281 4.12 20 4 75 10 0.9885 0.9988 0 16.4 3.879 20 4 25 5
+8 0 0.9932 0.9989 0 15.5 4.307 51 11 7 3 0.9886 0.9989 0 16.193 3.93 51 11 27 4
+8 0 0.9928 0.9988 0 14.694 4.145 3 1 51 11 0.9877 0.9988 0 16.133 3.883 3 1 49 6
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+46 0 0.9962 0.9989 0 8.609 3.284 36 9 7 3 0.9945 0.9989 0 12.466 3.931 36 9 27 4
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+46 0 0.997 0.9989 0 7.484 2.98 22 6 13 5 0.9949 0.9989 0 11.238 3.609 22 6 78 6
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+47 0 0.9974 0.9988 0 8.983 3.462 7 4 17 7 0.9944 0.9988 0 12.364 3.924 7 4 49 6
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+49 0 0.9976 0.9989 0 9.01 3.493 8 5 10 4 0.9945 0.9989 0 12.155 3.873 8 5 25 5
+49 0 0.997 0.9989 0 8.505 3.239 36 9 25 7 0.9947 0.9989 0 12.232 3.892 36 9 27 4
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+49 0 0.9974 0.9989 0 7.281 2.911 22 6 31 9 0.9951 0.9989 0 11.007 3.569 22 6 78 6
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+50 0 0.9974 0.9989 0 8.743 3.401 10 5 14 5 0.9942 0.9989 0 12.978 4.036 10 5 76 6
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+50 0 0.9972 0.9989 0 8.462 3.242 36 9 55 13 0.9947 0.9989 0 12.158 3.879 36 9 27 4
+50 0 0.9972 0.9989 0 8.849 3.389 44 13 11 6 0.9946 0.9989 0 12.155 3.893 44 13 49 6
+50 0 0.997 0.9989 0 9.324 3.587 30 12 19 7 0.9949 0.9989 0 12.462 3.968 30 12 63 6
+50 0 0.9971 0.9989 0 7.702 3.064 21 8 9 4 0.9948 0.9989 0 11.6 3.724 21 8 64 6
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+50 0 0.9954 0.9989 0 9.694 3.745 12 5 56 11 0.9944 0.9989 0 12.334 3.951 12 5 43 6
+51 0 0.997 0.9989 0 7.994 3.16 19 6 21 6 0.9951 0.9989 0 12.093 3.832 19 6 63 6
+51 0 0.9962 0.9989 0 8.605 3.343 10 5 14 5 0.9943 0.9989 0 12.893 4.023 10 5 76 6
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+51 0 0.9972 0.9989 0 8.82 3.401 8 5 17 8 0.9947 0.9989 0 12.028 3.856 8 5 25 5
+51 0 0.9976 0.9989 0 8.212 3.163 36 9 15 5 0.9948 0.9989 0 12.082 3.865 36 9 27 4
+51 0 0.9972 0.9989 0 8.705 3.343 44 13 16 5 0.9946 0.9989 0 12.089 3.882 44 13 49 6
+51 0 0.9964 0.9989 0 9.369 3.61 30 12 37 12 0.9949 0.9989 0 12.402 3.961 30 12 63 6
+51 0 0.9973 0.9989 0 7.593 3.034 21 8 7 3 0.9949 0.9989 0 11.523 3.711 21 8 64 6
+51 0 0.997 0.9989 0 7.068 2.835 22 6 19 8 0.9951 0.9989 0 10.859 3.542 22 6 78 6
+51 0 0.9958 0.9989 0 9.744 3.756 12 5 26 10 0.9945 0.9989 0 12.284 3.947 12 5 43 6
diff --git a/PartB/90Cross10Mut2El/run_0/regress.bst b/PartB/90Cross10Mut2El/run_0/regress.bst
new file mode 100644
index 0000000..71ebc45
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.bst
@@ -0,0 +1,22 @@
+=== BEST-OF-RUN ===
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+TREE-equ:
+y = (((0.00647 * convex) + ((log((minor - area)) / (perimeter / -0.91529)) + (eccentricity * exp(0.91780)))) - minor)
diff --git a/PartB/90Cross10Mut2El/run_0/regress.fn b/PartB/90Cross10Mut2El/run_0/regress.fn
new file mode 100644
index 0000000..1e03f24
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.fn
@@ -0,0 +1,16 @@
+Hits: 2583, Total Size: 2810, Percent Hit: 91.921708
+CC: 1073
+CO: 71
+OO: 1510
+OC: 156
+Fitness: 0.998937
+Hits: 940
+
+
+y = (((0.00647 * convex) + ((log((minor - area)) / (perimeter / -0.91529)) + (eccentricity * exp(0.91780)))) - minor)
+
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
diff --git a/PartB/90Cross10Mut2El/run_0/regress.gen b/PartB/90Cross10Mut2El/run_0/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_0/regress.his b/PartB/90Cross10Mut2El/run_0/regress.his
new file mode 100644
index 0000000..a6cc2d6
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.his
@@ -0,0 +1,1152 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 53
+ depth: 6
+ hits: 766
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 766
+ raw fitness: 766.0000
+ standardized fitness: 766.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- (log (- (+ (+ (log 0.34644)
+ (* perimeter minor))
+ (- (/ eccentricity major)
+ (/ perimeter major)))
+ (log (exp (- perimeter area)))))
+ (exp (* (+ (- (- eccentricity perimeter)
+ (- extent 0.75115))
+ (+ (* convex -0.42079)
+ (/ eccentricity area)))
+ (/ (* (/ convex perimeter)
+ (+ -0.88022 eccentricity))
+ (+ (/ extent eccentricity)
+ (exp 0.57485))))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 53
+ depth: 6
+ hits: 766
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 766
+ raw fitness: 766.0000
+ standardized fitness: 766.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- (log (- (+ (+ (log 0.34644)
+ (* perimeter minor))
+ (- (/ eccentricity major)
+ (/ perimeter major)))
+ (log (exp (- perimeter area)))))
+ (exp (* (+ (- (- eccentricity perimeter)
+ (- extent 0.75115))
+ (+ (* convex -0.42079)
+ (/ eccentricity area)))
+ (/ (* (/ convex perimeter)
+ (+ -0.88022 eccentricity))
+ (+ (/ extent eccentricity)
+ (exp 0.57485))))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 53
+ depth: 6
+ hits: 766
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 766
+ raw fitness: 766.0000
+ standardized fitness: 766.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- (log (- (+ (+ (log 0.34644)
+ (* perimeter minor))
+ (- (/ eccentricity major)
+ (/ perimeter major)))
+ (log (exp (- perimeter area)))))
+ (exp (* (+ (- (- eccentricity perimeter)
+ (- extent 0.75115))
+ (+ (* convex -0.42079)
+ (/ eccentricity area)))
+ (/ (* (/ convex perimeter)
+ (+ -0.88022 eccentricity))
+ (+ (/ extent eccentricity)
+ (exp 0.57485))))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 33
+ depth: 9
+ hits: 848
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 848
+ raw fitness: 848.0000
+ standardized fitness: 848.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (exp (- (- -0.10054 0.60885)
+ (log minor)))
+ (- (+ (- major major)
+ (log -0.60662))
+ (/ (* (/ (* (exp (* perimeter
+ (+ eccentricity extent))) area) convex)
+ (* area -0.19964))
+ (- eccentricity major))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 3
+ nodes: 33
+ depth: 9
+ hits: 848
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 848
+ raw fitness: 848.0000
+ standardized fitness: 848.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (exp (- (- -0.10054 0.60885)
+ (log minor)))
+ (- (+ (- major major)
+ (log -0.60662))
+ (/ (* (/ (* (exp (* perimeter
+ (+ eccentricity extent))) area) convex)
+ (* area -0.19964))
+ (- eccentricity major))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 3
+ nodes: 33
+ depth: 9
+ hits: 848
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 848
+ raw fitness: 848.0000
+ standardized fitness: 848.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (exp (- (- -0.10054 0.60885)
+ (log minor)))
+ (- (+ (- major major)
+ (log -0.60662))
+ (/ (* (/ (* (exp (* perimeter
+ (+ eccentricity extent))) area) convex)
+ (* area -0.19964))
+ (- eccentricity major))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 3
+ nodes: 33
+ depth: 9
+ hits: 848
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 848
+ raw fitness: 848.0000
+ standardized fitness: 848.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (exp (- (- -0.10054 0.60885)
+ (log minor)))
+ (- (+ (- major major)
+ (log -0.60662))
+ (/ (* (/ (* (exp (* perimeter
+ (+ eccentricity extent))) area) convex)
+ (* area -0.19964))
+ (- eccentricity major))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 7
+ nodes: 29
+ depth: 6
+ hits: 906
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 906
+ raw fitness: 906.0000
+ standardized fitness: 906.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (* (log (exp (/ perimeter -0.60247)))
+ (+ eccentricity area))
+ (- (- minor 0.62193)
+ (+ (exp (* extent -0.97898))
+ (+ (+ (log minor)
+ (* major perimeter))
+ (log (log area))))))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 15
+ nodes: 28
+ depth: 8
+ hits: 939
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 939
+ raw fitness: 939.0000
+ standardized fitness: 939.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (/ (log (+ (/ extent extent)
+ (log major)))
+ (- (- extent perimeter) eccentricity))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 15
+ nodes: 28
+ depth: 8
+ hits: 939
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 939
+ raw fitness: 939.0000
+ standardized fitness: 939.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (/ (log (+ (/ extent extent)
+ (log major)))
+ (- (- extent perimeter) eccentricity))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 15
+ nodes: 28
+ depth: 8
+ hits: 939
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 939
+ raw fitness: 939.0000
+ standardized fitness: 939.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (/ (log (+ (/ extent extent)
+ (log major)))
+ (- (- extent perimeter) eccentricity))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 15
+ nodes: 28
+ depth: 8
+ hits: 939
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 939
+ raw fitness: 939.0000
+ standardized fitness: 939.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (/ (log (+ (/ extent extent)
+ (log major)))
+ (- (- extent perimeter) eccentricity))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
+ standardized fitness: 940.0000
+ adjusted fitness: 0.9989
+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
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+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
+ (/ perimeter -0.91529))
+ (* eccentricity
+ (exp 0.91780)))) minor)
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 28
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+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 940.0000
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
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+ depth: 6
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (- (+ (* 0.00647 convex)
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+ (* eccentricity
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+=== BEST-OF-RUN ===
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 45
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+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+=== BEST-OF-RUN ===
+ current generation: 46
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+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
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+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
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+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
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+=== BEST-OF-RUN ===
+ current generation: 50
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+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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+TREE:
+ (- (+ (* 0.00647 convex)
+ (+ (/ (log (- minor area))
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+ (* eccentricity
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+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 19
+ nodes: 19
+ depth: 6
+ hits: 940
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 940
+ raw fitness: 940.0000
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diff --git a/PartB/90Cross10Mut2El/run_0/regress.prg b/PartB/90Cross10Mut2El/run_0/regress.prg
new file mode 100644
index 0000000..693e67c
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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diff --git a/PartB/90Cross10Mut2El/run_0/regress.stt b/PartB/90Cross10Mut2El/run_0/regress.stt
new file mode 100644
index 0000000..c394ed8
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+24 0 0.9949 0.9989 0.0000 11.879 4.003 19 6 27 8 0.9931 0.9989 0.0000 14.645 4.105 19 6 63 6
+25 0 0.9958 0.9989 0.0000 11.695 3.958 19 6 27 8 0.9932 0.9989 0.0000 14.532 4.100 19 6 63 6
+26 0 0.9962 0.9989 0.0000 11.848 4.015 19 6 64 13 0.9933 0.9989 0.0000 14.433 4.096 19 6 63 6
+27 0 0.9968 0.9989 0.0000 11.383 3.898 19 6 19 7 0.9935 0.9989 0.0000 14.324 4.089 19 6 63 6
+28 0 0.9972 0.9989 0.0000 11.005 3.853 19 6 19 8 0.9936 0.9989 0.0000 14.209 4.081 19 6 63 6
+29 0 0.9966 0.9989 0.0000 11.062 3.875 19 6 34 10 0.9937 0.9989 0.0000 14.104 4.074 19 6 63 6
+30 0 0.9960 0.9989 0.0000 10.873 3.833 19 6 23 8 0.9938 0.9989 0.0000 14.000 4.067 19 6 63 6
+31 0 0.9968 0.9989 0.0000 10.729 3.830 19 6 11 4 0.9939 0.9989 0.0000 13.898 4.059 19 6 63 6
+32 0 0.9965 0.9989 0.0000 10.552 3.776 19 6 45 12 0.9939 0.9989 0.0000 13.796 4.051 19 6 63 6
+33 0 0.9967 0.9989 0.0000 10.533 3.789 19 6 17 7 0.9940 0.9989 0.0000 13.700 4.043 19 6 63 6
+34 0 0.9965 0.9989 0.0000 10.543 3.790 19 6 64 17 0.9941 0.9989 0.0000 13.610 4.036 19 6 63 6
+35 0 0.9962 0.9989 0.0000 10.345 3.731 19 6 23 10 0.9941 0.9989 0.0000 13.520 4.027 19 6 63 6
+36 0 0.9978 0.9989 0.0000 10.037 3.660 19 6 21 8 0.9942 0.9989 0.0000 13.425 4.017 19 6 63 6
+37 0 0.9968 0.9989 0.0000 9.872 3.628 19 6 35 10 0.9943 0.9989 0.0000 13.332 4.007 19 6 63 6
+38 0 0.9964 0.9989 0.0000 9.538 3.567 19 6 9 3 0.9944 0.9989 0.0000 13.235 3.996 19 6 63 6
+39 0 0.9970 0.9989 0.0000 9.238 3.483 19 6 11 5 0.9944 0.9989 0.0000 13.135 3.983 19 6 63 6
+40 0 0.9972 0.9989 0.0000 9.203 3.458 19 6 10 5 0.9945 0.9989 0.0000 13.039 3.970 19 6 63 6
+41 0 0.9974 0.9989 0.0000 9.174 3.481 19 6 30 13 0.9946 0.9989 0.0000 12.947 3.959 19 6 63 6
+42 0 0.9974 0.9989 0.0000 8.983 3.437 19 6 32 11 0.9946 0.9989 0.0000 12.855 3.946 19 6 63 6
+43 0 0.9972 0.9989 0.0000 8.842 3.380 19 6 18 6 0.9947 0.9989 0.0000 12.763 3.934 19 6 63 6
+44 0 0.9968 0.9989 0.0000 8.813 3.394 19 6 13 5 0.9947 0.9989 0.0000 12.676 3.922 19 6 63 6
+45 0 0.9974 0.9989 0.0000 8.676 3.344 19 6 7 3 0.9948 0.9989 0.0000 12.589 3.909 19 6 63 6
+46 0 0.9968 0.9989 0.0000 8.582 3.335 19 6 20 6 0.9948 0.9989 0.0000 12.503 3.897 19 6 63 6
+47 0 0.9980 0.9989 0.9851 8.473 3.303 19 6 7 3 0.9949 0.9989 0.0000 12.419 3.884 19 6 63 6
+48 0 0.9976 0.9989 0.0000 8.368 3.257 19 6 34 9 0.9950 0.9989 0.0000 12.337 3.872 19 6 63 6
+49 0 0.9974 0.9989 0.0000 8.224 3.220 19 6 32 12 0.9950 0.9989 0.0000 12.255 3.859 19 6 63 6
+50 0 0.9972 0.9989 0.0000 8.125 3.180 19 6 28 10 0.9950 0.9989 0.0000 12.174 3.845 19 6 63 6
+51 0 0.9970 0.9989 0.0000 7.994 3.160 19 6 21 6 0.9951 0.9989 0.0000 12.093 3.832 19 6 63 6
diff --git a/PartB/90Cross10Mut2El/run_0/regress.sys b/PartB/90Cross10Mut2El/run_0/regress.sys
new file mode 100644
index 0000000..e48b8a2
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_0/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 330.
+creating initial population(s):
+ 7336 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 80782980
+ freed: 80734980
+ not freed: 48000
+ max allocated: 2564518
+ malloc'ed blocks: 846542
+ realloc'ed blocks: 7
+ free'ed blocks: 846536
+
+------- time -------
+ overall: 18s wall
+ evaluation: 17s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8393
+ freed: 8393
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_1/regress.bst b/PartB/90Cross10Mut2El/run_1/regress.bst
new file mode 100644
index 0000000..579c9af
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.bst
@@ -0,0 +1,19 @@
+=== BEST-OF-RUN ===
+ generation: 38
+ nodes: 10
+ depth: 5
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
+ standardized fitness: 901.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
+ (exp eccentricity))))
+TREE-equ:
+y = log(exp((((major * eccentricity) / -0.57094) * exp(eccentricity))))
diff --git a/PartB/90Cross10Mut2El/run_1/regress.fn b/PartB/90Cross10Mut2El/run_1/regress.fn
new file mode 100644
index 0000000..d79f3e5
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.fn
@@ -0,0 +1,13 @@
+Hits: 2548, Total Size: 2810, Percent Hit: 90.676157
+CC: 970
+CO: 178
+OO: 1578
+OC: 84
+Fitness: 0.998891
+Hits: 901
+
+
+y = log(exp((((major * eccentricity) / -0.57094) * exp(eccentricity))))
+
+ (log (exp (* (/ (* major eccentricity) -0.57094)
+ (exp eccentricity))))
diff --git a/PartB/90Cross10Mut2El/run_1/regress.gen b/PartB/90Cross10Mut2El/run_1/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_1/regress.his b/PartB/90Cross10Mut2El/run_1/regress.his
new file mode 100644
index 0000000..184b2dd
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.his
@@ -0,0 +1,1068 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 54
+ depth: 5
+ hits: 679
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 679
+ raw fitness: 679.0000
+ standardized fitness: 679.0000
+ adjusted fitness: 0.9985
+TREE:
+ (/ (+ (+ (* (log eccentricity)
+ (- minor extent))
+ (* (- convex convex)
+ (* major major)))
+ (- (* (exp extent)
+ (log major))
+ (exp (/ 0.77720 minor))))
+ (- (+ (+ (+ area area)
+ (exp extent))
+ (* (* perimeter perimeter)
+ (/ 0.00149 extent)))
+ (/ (/ (* extent convex)
+ (* convex perimeter))
+ (+ (exp major)
+ (exp area)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 54
+ depth: 5
+ hits: 679
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 679
+ raw fitness: 679.0000
+ standardized fitness: 679.0000
+ adjusted fitness: 0.9985
+TREE:
+ (/ (+ (+ (* (log eccentricity)
+ (- minor extent))
+ (* (- convex convex)
+ (* major major)))
+ (- (* (exp extent)
+ (log major))
+ (exp (/ 0.77720 minor))))
+ (- (+ (+ (+ area area)
+ (exp extent))
+ (* (* perimeter perimeter)
+ (/ 0.00149 extent)))
+ (/ (/ (* extent convex)
+ (* convex perimeter))
+ (+ (exp major)
+ (exp area)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 54
+ depth: 5
+ hits: 679
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 679
+ raw fitness: 679.0000
+ standardized fitness: 679.0000
+ adjusted fitness: 0.9985
+TREE:
+ (/ (+ (+ (* (log eccentricity)
+ (- minor extent))
+ (* (- convex convex)
+ (* major major)))
+ (- (* (exp extent)
+ (log major))
+ (exp (/ 0.77720 minor))))
+ (- (+ (+ (+ area area)
+ (exp extent))
+ (* (* perimeter perimeter)
+ (/ 0.00149 extent)))
+ (/ (/ (* extent convex)
+ (* convex perimeter))
+ (+ (exp major)
+ (exp area)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 24
+ depth: 7
+ hits: 683
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 683
+ raw fitness: 683.0000
+ standardized fitness: 683.0000
+ adjusted fitness: 0.9985
+TREE:
+ (- (* (log (log minor))
+ (* (- perimeter extent)
+ (- (exp (+ (* eccentricity 0.02329)
+ (/ perimeter eccentricity))) perimeter)))
+ (exp (* (log perimeter) minor)))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 3
+ nodes: 24
+ depth: 7
+ hits: 683
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 683
+ raw fitness: 683.0000
+ standardized fitness: 683.0000
+ adjusted fitness: 0.9985
+TREE:
+ (- (* (log (log minor))
+ (* (- perimeter extent)
+ (- (exp (+ (* eccentricity 0.02329)
+ (/ perimeter eccentricity))) perimeter)))
+ (exp (* (log perimeter) minor)))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 5
+ nodes: 5
+ depth: 3
+ hits: 779
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 779
+ raw fitness: 779.0000
+ standardized fitness: 779.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (* (exp 0.10921) eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 5
+ nodes: 5
+ depth: 3
+ hits: 779
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 779
+ raw fitness: 779.0000
+ standardized fitness: 779.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (* (exp 0.10921) eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 5
+ nodes: 5
+ depth: 3
+ hits: 779
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 779
+ raw fitness: 779.0000
+ standardized fitness: 779.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (* (exp 0.10921) eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
+ standardized fitness: 862.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
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+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 8
+ nodes: 17
+ depth: 4
+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
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+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 28
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+ nodes: 17
+ depth: 4
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 862.0000
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+TREE:
+ (- (* (log (exp convex))
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+ (+ convex
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+=== BEST-OF-RUN ===
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+ nodes: 17
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (* (log (exp convex))
+ (- (* 0.03970 area)
+ (/ perimeter eccentricity)))
+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
+ current generation: 31
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+ nodes: 17
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+ hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (- (* (log (exp convex))
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+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
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+ nodes: 17
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
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+TREE:
+ (- (* (log (exp convex))
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+ (+ convex
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+ (+ convex
+ (- convex -0.85606)))
+=== BEST-OF-RUN ===
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+ depth: 4
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 862
+ raw fitness: 862.0000
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+TREE:
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+ (+ convex
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
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+ (+ convex
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ convex
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+ (+ convex
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+ nodes: 10
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+ nodes: 10
+ depth: 5
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
+ standardized fitness: 901.0000
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
+ current generation: 47
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+ nodes: 10
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+
+
+
+-- #1 --
+ hits: 901
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+ nodes: 10
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+
+
+
+-- #1 --
+ hits: 901
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
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+ nodes: 10
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+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
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+=== BEST-OF-RUN ===
+ current generation: 50
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+ nodes: 10
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+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
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+TREE:
+ (log (exp (* (/ (* major eccentricity) -0.57094)
+ (exp eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 51
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+ nodes: 10
+ depth: 5
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
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+TREE:
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diff --git a/PartB/90Cross10Mut2El/run_1/regress.prg b/PartB/90Cross10Mut2El/run_1/regress.prg
new file mode 100644
index 0000000..3fbb5de
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 10386.00000, perimeter = 403.29599, major_axis_length = 166.78656, minor_axis_length = 80.29826, eccentricity = 0.87648, convex_area = 10554.00000, extent = 0.64445, type = O
+ area = 12626.00000, perimeter = 455.29700, major_axis_length = 188.65788, minor_axis_length = 86.60138, eccentricity = 0.88842, convex_area = 12911.00000, extent = 0.73390, type = C
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diff --git a/PartB/90Cross10Mut2El/run_1/regress.stt b/PartB/90Cross10Mut2El/run_1/regress.stt
new file mode 100644
index 0000000..ef2f340
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+36 0 0.9960 0.9988 0.0000 10.761 3.895 17 4 16 7 0.9935 0.9988 0.0000 14.207 4.168 17 4 76 6
+37 0 0.9972 0.9988 0.0000 10.541 3.897 17 4 22 8 0.9936 0.9988 0.0000 14.111 4.160 17 4 76 6
+38 0 0.9960 0.9989 0.0000 10.540 3.913 10 5 10 4 0.9936 0.9989 0.0000 14.019 4.154 10 5 76 6
+39 0 0.9962 0.9989 0.0000 10.431 3.885 10 5 14 5 0.9937 0.9989 0.0000 13.930 4.147 10 5 76 6
+40 0 0.9966 0.9989 0.0000 10.233 3.846 10 5 17 7 0.9937 0.9989 0.0000 13.840 4.140 10 5 76 6
+41 0 0.9966 0.9989 0.0000 9.945 3.750 10 5 30 13 0.9938 0.9989 0.0000 13.747 4.131 10 5 76 6
+42 0 0.9946 0.9989 0.0000 9.993 3.765 10 5 15 7 0.9938 0.9989 0.0000 13.660 4.122 10 5 76 6
+43 0 0.9950 0.9989 0.0000 9.742 3.665 10 5 10 4 0.9939 0.9989 0.0000 13.570 4.112 10 5 76 6
+44 0 0.9958 0.9989 0.0000 9.674 3.676 10 5 9 5 0.9939 0.9989 0.0000 13.484 4.102 10 5 76 6
+45 0 0.9970 0.9989 0.0000 9.555 3.645 10 5 28 8 0.9940 0.9989 0.0000 13.398 4.092 10 5 76 6
+46 0 0.9968 0.9989 0.0000 9.266 3.571 10 5 10 4 0.9940 0.9989 0.0000 13.311 4.081 10 5 76 6
+47 0 0.9958 0.9989 0.0000 9.221 3.555 10 5 44 14 0.9941 0.9989 0.0000 13.225 4.070 10 5 76 6
+48 0 0.9974 0.9989 0.0000 9.134 3.539 10 5 23 8 0.9941 0.9989 0.0000 13.142 4.059 10 5 76 6
+49 0 0.9966 0.9989 0.0000 9.158 3.526 10 5 76 14 0.9942 0.9989 0.0000 13.062 4.049 10 5 76 6
+50 0 0.9974 0.9989 0.0000 8.743 3.401 10 5 14 5 0.9942 0.9989 0.0000 12.978 4.036 10 5 76 6
+51 0 0.9962 0.9989 0.0000 8.605 3.343 10 5 14 5 0.9943 0.9989 0.0000 12.893 4.023 10 5 76 6
diff --git a/PartB/90Cross10Mut2El/run_1/regress.sys b/PartB/90Cross10Mut2El/run_1/regress.sys
new file mode 100644
index 0000000..d3e159f
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_1/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 957.
+creating initial population(s):
+ 7357 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 84134560
+ freed: 84086560
+ not freed: 48000
+ max allocated: 2580950
+ malloc'ed blocks: 847355
+ realloc'ed blocks: 7
+ free'ed blocks: 847349
+
+------- time -------
+ overall: 18s wall
+ evaluation: 14s wall
+ breeding: 4s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8134
+ freed: 8134
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_2/regress.bst b/PartB/90Cross10Mut2El/run_2/regress.bst
new file mode 100644
index 0000000..9dc01b9
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.bst
@@ -0,0 +1,24 @@
+=== BEST-OF-RUN ===
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+TREE-equ:
+y = log(log((log(perimeter) / log(log((((extent - -0.06463) - ((log(0.82841) - (extent + exp(exp(eccentricity)))) - (minor * log(perimeter)))) + convex))))))
diff --git a/PartB/90Cross10Mut2El/run_2/regress.fn b/PartB/90Cross10Mut2El/run_2/regress.fn
new file mode 100644
index 0000000..4346bce
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.fn
@@ -0,0 +1,18 @@
+Hits: 2577, Total Size: 2810, Percent Hit: 91.708185
+CC: 1048
+CO: 82
+OO: 1529
+OC: 151
+Fitness: 0.998917
+Hits: 922
+
+
+y = log(log((log(perimeter) / log(log((((extent - -0.06463) - ((log(0.82841) - (extent + exp(exp(eccentricity)))) - (minor * log(perimeter)))) + convex))))))
+
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
diff --git a/PartB/90Cross10Mut2El/run_2/regress.gen b/PartB/90Cross10Mut2El/run_2/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_2/regress.his b/PartB/90Cross10Mut2El/run_2/regress.his
new file mode 100644
index 0000000..b2501c2
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.his
@@ -0,0 +1,1135 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 17
+ depth: 5
+ hits: 864
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 864
+ raw fitness: 864.0000
+ standardized fitness: 864.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (* (/ (log (log eccentricity))
+ (exp (exp 0.60756)))
+ (log (/ (+ major eccentricity)
+ (* area -0.26991)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 17
+ depth: 5
+ hits: 864
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 864
+ raw fitness: 864.0000
+ standardized fitness: 864.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (* (/ (log (log eccentricity))
+ (exp (exp 0.60756)))
+ (log (/ (+ major eccentricity)
+ (* area -0.26991)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 17
+ depth: 5
+ hits: 864
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 864
+ raw fitness: 864.0000
+ standardized fitness: 864.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (* (/ (log (log eccentricity))
+ (exp (exp 0.60756)))
+ (log (/ (+ major eccentricity)
+ (* area -0.26991)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 3
+ nodes: 10
+ depth: 6
+ hits: 884
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 884
+ raw fitness: 884.0000
+ standardized fitness: 884.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 11
+ nodes: 23
+ depth: 10
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor extent))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 11
+ nodes: 23
+ depth: 10
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor extent))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 13
+ nodes: 12
+ depth: 7
+ hits: 913
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 913
+ raw fitness: 913.0000
+ standardized fitness: 913.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- perimeter minor) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 14
+ nodes: 27
+ depth: 12
+ hits: 919
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 919
+ raw fitness: 919.0000
+ standardized fitness: 919.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (exp (- extent
+ (log extent)))))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 23
+ nodes: 24
+ depth: 10
+ hits: 920
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 920
+ raw fitness: 920.0000
+ standardized fitness: 920.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 23
+ nodes: 24
+ depth: 10
+ hits: 920
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 920
+ raw fitness: 920.0000
+ standardized fitness: 920.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 23
+ nodes: 24
+ depth: 10
+ hits: 920
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 920
+ raw fitness: 920.0000
+ standardized fitness: 920.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent major))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 28
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 29
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 31
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 32
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
+ (exp (exp eccentricity))))
+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 36
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
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+TREE:
+ (log (log (/ (log perimeter)
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
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+ (log (log (/ (log perimeter)
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+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 26
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+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
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+ (log (log (/ (log perimeter)
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+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 26
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+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
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+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 26
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+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
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+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
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+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
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+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
+ (log (log (+ (- (- extent -0.06463)
+ (- (- (log 0.82841)
+ (+ extent
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+ (* minor
+ (log perimeter)))) convex))))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 26
+ nodes: 26
+ depth: 12
+ hits: 922
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 922
+ raw fitness: 922.0000
+ standardized fitness: 922.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (log (/ (log perimeter)
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diff --git a/PartB/90Cross10Mut2El/run_2/regress.prg b/PartB/90Cross10Mut2El/run_2/regress.prg
new file mode 100644
index 0000000..55fc2cb
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 14511.00000, perimeter = 510.28500, major_axis_length = 216.34650, minor_axis_length = 87.13011, eccentricity = 0.91532, convex_area = 14957.00000, extent = 0.52999, type = C
+ area = 15189.00000, perimeter = 506.82199, major_axis_length = 209.18954, minor_axis_length = 93.61980, eccentricity = 0.89427, convex_area = 15629.00000, extent = 0.67408, type = C
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diff --git a/PartB/90Cross10Mut2El/run_2/regress.stt b/PartB/90Cross10Mut2El/run_2/regress.stt
new file mode 100644
index 0000000..ecccf1f
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+1 0 0.9890 0.9988 0.0000 17.116 3.655 17 5 36 8 0.9724 0.9988 0.0000 17.997 3.587 17 5 52 6
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+26 0 0.9946 0.9989 0.0000 11.859 4.092 26 12 31 9 0.9927 0.9989 0.0000 14.348 4.101 26 12 52 6
+27 0 0.9950 0.9989 0.0000 11.308 3.961 26 12 8 3 0.9928 0.9989 0.0000 14.239 4.096 26 12 52 6
+28 0 0.9956 0.9989 0.0000 11.192 3.961 26 12 37 11 0.9929 0.9989 0.0000 14.134 4.091 26 12 52 6
+29 0 0.9962 0.9989 0.0000 10.973 3.917 26 12 15 7 0.9930 0.9989 0.0000 14.029 4.086 26 12 52 6
+30 0 0.9966 0.9989 0.0000 10.672 3.865 26 12 12 5 0.9931 0.9989 0.0000 13.920 4.078 26 12 52 6
+31 0 0.9970 0.9989 0.0000 10.638 3.875 26 12 33 8 0.9933 0.9989 0.0000 13.818 4.072 26 12 52 6
+32 0 0.9964 0.9989 0.0000 10.601 3.872 26 12 29 9 0.9934 0.9989 0.0000 13.720 4.066 26 12 52 6
+33 0 0.9972 0.9989 0.0000 10.431 3.853 26 12 29 9 0.9935 0.9989 0.0000 13.624 4.060 26 12 52 6
+34 0 0.9956 0.9989 0.0000 10.215 3.785 26 12 36 10 0.9935 0.9989 0.0000 13.526 4.052 26 12 52 6
+35 0 0.9974 0.9989 0.0000 10.148 3.787 26 12 10 5 0.9936 0.9989 0.0000 13.432 4.045 26 12 52 6
+36 0 0.9970 0.9989 0.0000 9.840 3.699 26 12 26 11 0.9937 0.9989 0.0000 13.335 4.035 26 12 52 6
+37 0 0.9958 0.9989 0.0000 9.944 3.735 26 12 8 4 0.9938 0.9989 0.0000 13.246 4.027 26 12 52 6
+38 0 0.9962 0.9989 0.0000 9.769 3.684 26 12 24 7 0.9938 0.9989 0.0000 13.157 4.018 26 12 52 6
+39 0 0.9960 0.9989 0.0000 9.862 3.729 26 12 27 8 0.9939 0.9989 0.0000 13.075 4.011 26 12 52 6
+40 0 0.9968 0.9989 0.0000 9.677 3.657 26 12 12 7 0.9940 0.9989 0.0000 12.992 4.003 26 12 52 6
+41 0 0.9962 0.9989 0.0000 9.555 3.634 26 12 8 4 0.9940 0.9989 0.0000 12.910 3.994 26 12 52 6
+42 0 0.9972 0.9989 0.0000 9.383 3.604 26 12 27 9 0.9941 0.9989 0.0000 12.828 3.985 26 12 52 6
+43 0 0.9966 0.9989 0.0000 9.187 3.547 26 12 24 9 0.9941 0.9989 0.0000 12.745 3.975 26 12 52 6
+44 0 0.9974 0.9989 0.0000 9.058 3.495 26 12 19 7 0.9942 0.9989 0.0000 12.663 3.964 26 12 52 6
+45 0 0.9978 0.9989 0.0000 8.835 3.458 26 12 18 8 0.9943 0.9989 0.0000 12.580 3.953 26 12 52 6
+46 0 0.9976 0.9989 0.0000 8.882 3.456 26 12 13 5 0.9944 0.9989 0.0000 12.501 3.943 26 12 52 6
+47 0 0.9974 0.9989 0.0000 9.034 3.526 26 12 10 4 0.9944 0.9989 0.0000 12.429 3.934 26 12 52 6
+48 0 0.9972 0.9989 0.0000 8.966 3.522 26 12 69 14 0.9945 0.9989 0.0000 12.358 3.925 26 12 52 6
+49 0 0.9966 0.9989 0.0000 8.947 3.520 26 12 34 10 0.9945 0.9989 0.0000 12.290 3.917 26 12 52 6
+50 0 0.9972 0.9989 0.0000 8.689 3.408 26 12 14 5 0.9946 0.9989 0.0000 12.219 3.907 26 12 52 6
+51 0 0.9968 0.9989 0.0000 8.606 3.393 26 12 11 6 0.9946 0.9989 0.0000 12.150 3.897 26 12 52 6
diff --git a/PartB/90Cross10Mut2El/run_2/regress.sys b/PartB/90Cross10Mut2El/run_2/regress.sys
new file mode 100644
index 0000000..b5eca0a
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_2/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 274.
+creating initial population(s):
+ 7350 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 81165238
+ freed: 81117238
+ not freed: 48000
+ max allocated: 2571486
+ malloc'ed blocks: 847867
+ realloc'ed blocks: 7
+ free'ed blocks: 847861
+
+------- time -------
+ overall: 18s wall
+ evaluation: 16s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8406
+ freed: 8406
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_3/regress.bst b/PartB/90Cross10Mut2El/run_3/regress.bst
new file mode 100644
index 0000000..5c4e0af
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.bst
@@ -0,0 +1,19 @@
+=== BEST-OF-RUN ===
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+TREE-equ:
+y = log((-0.04667 / exp((log(perimeter) * -0.50063))))
diff --git a/PartB/90Cross10Mut2El/run_3/regress.fn b/PartB/90Cross10Mut2El/run_3/regress.fn
new file mode 100644
index 0000000..5cf78ec
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.fn
@@ -0,0 +1,13 @@
+Hits: 2565, Total Size: 2810, Percent Hit: 91.281139
+CC: 1034
+CO: 93
+OO: 1531
+OC: 152
+Fitness: 0.998896
+Hits: 905
+
+
+y = log((-0.04667 / exp((log(perimeter) * -0.50063))))
+
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
diff --git a/PartB/90Cross10Mut2El/run_3/regress.gen b/PartB/90Cross10Mut2El/run_3/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_3/regress.his b/PartB/90Cross10Mut2El/run_3/regress.his
new file mode 100644
index 0000000..2629f51
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.his
@@ -0,0 +1,1038 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 72
+ depth: 6
+ hits: 728
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 728
+ raw fitness: 728.0000
+ standardized fitness: 728.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (* (+ (+ (exp (exp extent))
+ (log (* convex minor)))
+ (* (+ (exp eccentricity)
+ (/ minor convex))
+ (- (/ major convex)
+ (log convex))))
+ (log (log (* (/ -0.74031 -0.72766)
+ (log minor)))))
+ (/ (- (exp (- (+ eccentricity perimeter)
+ (- area convex)))
+ (log (- (- area minor)
+ (exp extent))))
+ (+ (- (exp (/ area perimeter))
+ (log (/ perimeter -0.50419)))
+ (- (- (+ -0.84937 extent)
+ (exp 0.52603))
+ (+ (* extent minor)
+ (log perimeter))))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 72
+ depth: 6
+ hits: 728
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 728
+ raw fitness: 728.0000
+ standardized fitness: 728.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (* (+ (+ (exp (exp extent))
+ (log (* convex minor)))
+ (* (+ (exp eccentricity)
+ (/ minor convex))
+ (- (/ major convex)
+ (log convex))))
+ (log (log (* (/ -0.74031 -0.72766)
+ (log minor)))))
+ (/ (- (exp (- (+ eccentricity perimeter)
+ (- area convex)))
+ (log (- (- area minor)
+ (exp extent))))
+ (+ (- (exp (/ area perimeter))
+ (log (/ perimeter -0.50419)))
+ (- (- (+ -0.84937 extent)
+ (exp 0.52603))
+ (+ (* extent minor)
+ (log perimeter))))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 2
+ nodes: 20
+ depth: 4
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (- convex perimeter)
+ (+ 0.06945 extent))
+ (- (/ perimeter perimeter)
+ (* extent convex)))
+ (exp (/ major -0.24243)))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 25
+ nodes: 12
+ depth: 6
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (log (exp (/ minor
+ (log eccentricity)))) convex)
+ (/ minor eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 28
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 29
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 31
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 32
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 26
+ nodes: 10
+ depth: 6
+ hits: 904
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 904
+ raw fitness: 904.0000
+ standardized fitness: 904.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log (+ eccentricity perimeter)) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 36
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
+ (exp (* (log perimeter) -0.50063))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 34
+ nodes: 8
+ depth: 5
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ -0.04667
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diff --git a/PartB/90Cross10Mut2El/run_3/regress.prg b/PartB/90Cross10Mut2El/run_3/regress.prg
new file mode 100644
index 0000000..5d86bfe
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 13344.00000, perimeter = 469.52802, major_axis_length = 196.68790, minor_axis_length = 87.38164, eccentricity = 0.89590, convex_area = 13609.00000, extent = 0.59914, type = O
+ area = 13414.00000, perimeter = 480.28799, major_axis_length = 199.48291, minor_axis_length = 86.84286, eccentricity = 0.90027, convex_area = 13933.00000, extent = 0.55505, type = C
+ area = 16865.00000, perimeter = 517.74701, major_axis_length = 210.47945, minor_axis_length = 103.80494, eccentricity = 0.86993, convex_area = 17234.00000, extent = 0.65020, type = C
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diff --git a/PartB/90Cross10Mut2El/run_3/regress.stt b/PartB/90Cross10Mut2El/run_3/regress.stt
new file mode 100644
index 0000000..8b2ce2f
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+35 0 0.9964 0.9989 0.0000 10.089 3.784 8 5 29 8 0.9937 0.9989 0.0000 13.231 3.973 8 5 25 5
+36 0 0.9960 0.9989 0.0000 10.081 3.799 8 5 19 6 0.9937 0.9989 0.0000 13.146 3.969 8 5 25 5
+37 0 0.9956 0.9989 0.0000 10.061 3.771 8 5 18 8 0.9938 0.9989 0.0000 13.065 3.964 8 5 25 5
+38 0 0.9966 0.9989 0.0000 9.910 3.769 8 5 7 3 0.9939 0.9989 0.0000 12.984 3.959 8 5 25 5
+39 0 0.9968 0.9989 0.0000 9.773 3.774 8 5 17 6 0.9939 0.9989 0.0000 12.904 3.954 8 5 25 5
+40 0 0.9962 0.9989 0.0000 9.759 3.766 8 5 39 13 0.9940 0.9989 0.0000 12.827 3.949 8 5 25 5
+41 0 0.9968 0.9989 0.0000 9.566 3.703 8 5 9 4 0.9940 0.9989 0.0000 12.749 3.943 8 5 25 5
+42 0 0.9972 0.9989 0.0000 9.473 3.671 8 5 12 6 0.9941 0.9989 0.0000 12.673 3.937 8 5 25 5
+43 0 0.9960 0.9989 0.0000 9.365 3.591 8 5 49 8 0.9942 0.9989 0.0000 12.598 3.929 8 5 25 5
+44 0 0.9974 0.9989 0.0000 9.097 3.528 8 5 28 10 0.9942 0.9989 0.0000 12.520 3.920 8 5 25 5
+45 0 0.9968 0.9989 0.0000 8.733 3.401 8 5 25 12 0.9943 0.9989 0.0000 12.438 3.909 8 5 25 5
+46 0 0.9974 0.9989 0.0000 8.801 3.433 8 5 82 15 0.9944 0.9989 0.0000 12.361 3.899 8 5 25 5
+47 0 0.9972 0.9989 0.0000 8.844 3.441 8 5 32 8 0.9944 0.9989 0.0000 12.287 3.889 8 5 25 5
+48 0 0.9976 0.9989 0.0000 8.958 3.482 8 5 24 7 0.9945 0.9989 0.0000 12.219 3.881 8 5 25 5
+49 0 0.9976 0.9989 0.0000 9.010 3.493 8 5 10 4 0.9945 0.9989 0.0000 12.155 3.873 8 5 25 5
+50 0 0.9972 0.9989 0.0000 8.878 3.421 8 5 35 13 0.9946 0.9989 0.0000 12.091 3.864 8 5 25 5
+51 0 0.9972 0.9989 0.0000 8.820 3.401 8 5 17 8 0.9947 0.9989 0.0000 12.028 3.856 8 5 25 5
diff --git a/PartB/90Cross10Mut2El/run_3/regress.sys b/PartB/90Cross10Mut2El/run_3/regress.sys
new file mode 100644
index 0000000..74ce521
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_3/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 38.
+creating initial population(s):
+ 7353 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 80136227
+ freed: 80088227
+ not freed: 48000
+ max allocated: 2553141
+ malloc'ed blocks: 845960
+ realloc'ed blocks: 7
+ free'ed blocks: 845954
+
+------- time -------
+ overall: 18s wall
+ evaluation: 17s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8153
+ freed: 8153
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_4/regress.bst b/PartB/90Cross10Mut2El/run_4/regress.bst
new file mode 100644
index 0000000..6717bc9
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.bst
@@ -0,0 +1,26 @@
+=== BEST-OF-RUN ===
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+TREE-equ:
+y = log(exp((extent + ((((log(log(eccentricity)) * (major * minor)) / log(((area - major) - (major * eccentricity)))) / (log(-0.21330) + log(((convex * convex) / (minor + major))))) - (eccentricity * perimeter)))))
diff --git a/PartB/90Cross10Mut2El/run_4/regress.fn b/PartB/90Cross10Mut2El/run_4/regress.fn
new file mode 100644
index 0000000..7b8cc26
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.fn
@@ -0,0 +1,20 @@
+Hits: 2600, Total Size: 2810, Percent Hit: 92.526690
+CC: 1005
+CO: 148
+OO: 1595
+OC: 62
+Fitness: 0.998900
+Hits: 908
+
+
+y = log(exp((extent + ((((log(log(eccentricity)) * (major * minor)) / log(((area - major) - (major * eccentricity)))) / (log(-0.21330) + log(((convex * convex) / (minor + major))))) - (eccentricity * perimeter)))))
+
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
diff --git a/PartB/90Cross10Mut2El/run_4/regress.gen b/PartB/90Cross10Mut2El/run_4/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_4/regress.his b/PartB/90Cross10Mut2El/run_4/regress.his
new file mode 100644
index 0000000..fe88065
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.his
@@ -0,0 +1,1303 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 14
+ depth: 5
+ hits: 764
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 764
+ raw fitness: 764.0000
+ standardized fitness: 764.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (exp (+ (log (- major extent))
+ (- (- area convex)
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 9
+ depth: 4
+ hits: 795
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 795
+ raw fitness: 795.0000
+ standardized fitness: 795.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- 0.28959
+ (* (log 0.25262)
+ (/ (log eccentricity) 0.55091)))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 1
+ nodes: 9
+ depth: 4
+ hits: 795
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 795
+ raw fitness: 795.0000
+ standardized fitness: 795.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- 0.28959
+ (* (log 0.25262)
+ (/ (log eccentricity) 0.55091)))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 1
+ nodes: 9
+ depth: 4
+ hits: 795
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 795
+ raw fitness: 795.0000
+ standardized fitness: 795.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- 0.28959
+ (* (log 0.25262)
+ (/ (log eccentricity) 0.55091)))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 1
+ nodes: 9
+ depth: 4
+ hits: 795
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 795
+ raw fitness: 795.0000
+ standardized fitness: 795.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- 0.28959
+ (* (log 0.25262)
+ (/ (log eccentricity) 0.55091)))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 5
+ nodes: 12
+ depth: 4
+ hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 798
+ raw fitness: 798.0000
+ standardized fitness: 798.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (+ (* (/ major area)
+ (* perimeter eccentricity))
+ (/ eccentricity -0.17756)))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 6
+ nodes: 51
+ depth: 11
+ hits: 889
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 889
+ raw fitness: 889.0000
+ standardized fitness: 889.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ (log (- major minor))
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent)
+ (exp (/ minor perimeter)))))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 15
+ nodes: 45
+ depth: 10
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (+ (/ convex extent)
+ (- eccentricity perimeter)))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log (+ eccentricity
+ (- (log extent) 0.84545)))
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 25
+ nodes: 20
+ depth: 8
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
+ standardized fitness: 901.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (- (- perimeter
+ (/ convex
+ (exp (- (- eccentricity minor)
+ (+ perimeter major))))) extent)
+ (log (log minor))) minor)
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 25
+ nodes: 20
+ depth: 8
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 901
+ raw fitness: 901.0000
+ standardized fitness: 901.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (- (- perimeter
+ (/ convex
+ (exp (- (- eccentricity minor)
+ (+ perimeter major))))) extent)
+ (log (log minor))) minor)
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 27
+ nodes: 36
+ depth: 9
+ hits: 907
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 907
+ raw fitness: 907.0000
+ standardized fitness: 907.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
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+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 28
+ generation: 27
+ nodes: 36
+ depth: 9
+ hits: 907
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 907
+ raw fitness: 907.0000
+ standardized fitness: 907.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 29
+ generation: 27
+ nodes: 36
+ depth: 9
+ hits: 907
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 907
+ raw fitness: 907.0000
+ standardized fitness: 907.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (+ perimeter minor))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 31
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 32
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 36
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
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+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
+ (log (- (- area major)
+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 30
+ nodes: 36
+ depth: 9
+ hits: 908
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 908
+ raw fitness: 908.0000
+ standardized fitness: 908.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (+ extent
+ (- (/ (/ (* (log (log eccentricity))
+ (* major minor))
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+ (* major eccentricity))))
+ (+ (log -0.21330)
+ (log (/ (* convex convex)
+ (+ minor major)))))
+ (* eccentricity perimeter)))))
diff --git a/PartB/90Cross10Mut2El/run_4/regress.prg b/PartB/90Cross10Mut2El/run_4/regress.prg
new file mode 100644
index 0000000..e824f4f
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 15151.00000, perimeter = 496.19299, major_axis_length = 207.93149, minor_axis_length = 93.96302, eccentricity = 0.89207, convex_area = 15547.00000, extent = 0.76140, type = C
+ area = 11723.00000, perimeter = 432.74600, major_axis_length = 176.97508, minor_axis_length = 85.09567, eccentricity = 0.87681, convex_area = 12013.00000, extent = 0.66559, type = O
+ area = 10365.00000, perimeter = 416.33899, major_axis_length = 169.58658, minor_axis_length = 79.64149, eccentricity = 0.88287, convex_area = 10684.00000, extent = 0.59296, type = O
+ area = 16593.00000, perimeter = 524.83801, major_axis_length = 218.10382, minor_axis_length = 97.85260, eccentricity = 0.89371, convex_area = 16814.00000, extent = 0.59329, type = C
+ area = 13726.00000, perimeter = 484.24701, major_axis_length = 209.70306, minor_axis_length = 83.88441, eccentricity = 0.91651, convex_area = 13969.00000, extent = 0.55560, type = C
+ area = 11024.00000, perimeter = 414.85901, major_axis_length = 165.83214, minor_axis_length = 85.64083, eccentricity = 0.85633, convex_area = 11342.00000, extent = 0.63502, type = O
+ area = 14204.00000, perimeter = 489.44501, major_axis_length = 211.88388, minor_axis_length = 85.94508, eccentricity = 0.91404, convex_area = 14487.00000, extent = 0.68608, type = C
+ area = 12183.00000, perimeter = 450.66599, major_axis_length = 189.07367, minor_axis_length = 83.80859, eccentricity = 0.89639, convex_area = 12432.00000, extent = 0.81004, type = O
+ area = 12206.00000, perimeter = 441.28500, major_axis_length = 186.76031, minor_axis_length = 83.65755, eccentricity = 0.89406, convex_area = 12404.00000, extent = 0.59052, type = O
+ area = 12711.00000, perimeter = 459.61801, major_axis_length = 192.97462, minor_axis_length = 84.95108, eccentricity = 0.89789, convex_area = 13028.00000, extent = 0.58195, type = C
+ area = 15593.00000, perimeter = 512.42798, major_axis_length = 216.61571, minor_axis_length = 92.91002, eccentricity = 0.90334, convex_area = 16050.00000, extent = 0.77747, type = C
+ area = 12483.00000, perimeter = 437.40201, major_axis_length = 173.49197, minor_axis_length = 92.70434, eccentricity = 0.84527, convex_area = 12767.00000, extent = 0.77534, type = O
+ area = 11201.00000, perimeter = 423.28101, major_axis_length = 175.04016, minor_axis_length = 83.43684, eccentricity = 0.87908, convex_area = 11386.00000, extent = 0.59265, type = O
+ area = 11919.00000, perimeter = 435.26199, major_axis_length = 171.84518, minor_axis_length = 89.98161, eccentricity = 0.85195, convex_area = 12168.00000, extent = 0.61123, type = O
+ area = 9371.00000, perimeter = 401.89600, major_axis_length = 170.56949, minor_axis_length = 70.65042, eccentricity = 0.91018, convex_area = 9542.00000, extent = 0.77832, type = O
+ area = 9212.00000, perimeter = 384.59601, major_axis_length = 155.83997, minor_axis_length = 76.30696, eccentricity = 0.87192, convex_area = 9453.00000, extent = 0.65965, type = O
+ area = 13377.00000, perimeter = 472.96100, major_axis_length = 199.94078, minor_axis_length = 86.68287, eccentricity = 0.90113, convex_area = 13685.00000, extent = 0.79483, type = C
+ area = 12181.00000, perimeter = 434.81299, major_axis_length = 179.22531, minor_axis_length = 86.98540, eccentricity = 0.87432, convex_area = 12387.00000, extent = 0.72801, type = O
+ area = 15360.00000, perimeter = 515.29797, major_axis_length = 220.92175, minor_axis_length = 89.95549, eccentricity = 0.91335, convex_area = 15662.00000, extent = 0.64160, type = C
+ area = 14332.00000, perimeter = 497.14099, major_axis_length = 206.54681, minor_axis_length = 90.75945, eccentricity = 0.89828, convex_area = 14830.00000, extent = 0.56657, type = C
+ area = 9994.00000, perimeter = 406.64301, major_axis_length = 173.09851, minor_axis_length = 74.46516, eccentricity = 0.90274, convex_area = 10123.00000, extent = 0.80701, type = O
+ area = 10727.00000, perimeter = 425.90201, major_axis_length = 178.71443, minor_axis_length = 77.53144, eccentricity = 0.90100, convex_area = 10960.00000, extent = 0.56434, type = C
+ area = 13267.00000, perimeter = 465.03201, major_axis_length = 193.76559, minor_axis_length = 88.83870, eccentricity = 0.88870, convex_area = 13543.00000, extent = 0.66441, type = O
+ area = 16618.00000, perimeter = 513.75299, major_axis_length = 213.21713, minor_axis_length = 99.89234, eccentricity = 0.88346, convex_area = 16892.00000, extent = 0.63641, type = C
+ area = 10577.00000, perimeter = 402.17001, major_axis_length = 162.59102, minor_axis_length = 83.96336, eccentricity = 0.85634, convex_area = 10771.00000, extent = 0.76072, type = O
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+ area = 12193.00000, perimeter = 436.28500, major_axis_length = 182.62729, minor_axis_length = 85.25561, eccentricity = 0.88435, convex_area = 12336.00000, extent = 0.68308, type = O
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+ area = 14768.00000, perimeter = 499.87701, major_axis_length = 210.55881, minor_axis_length = 90.47418, eccentricity = 0.90298, convex_area = 15158.00000, extent = 0.58312, type = C
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diff --git a/PartB/90Cross10Mut2El/run_4/regress.stt b/PartB/90Cross10Mut2El/run_4/regress.stt
new file mode 100644
index 0000000..17a6267
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9588 0.9987 0.0000 18.071 3.425 14 5 27 4 0.9588 0.9987 0.0000 18.071 3.425 14 5 27 4
+1 0 0.9896 0.9987 0.0000 16.917 3.591 9 4 93 8 0.9742 0.9987 0.0000 17.494 3.508 9 4 27 4
+2 0 0.9898 0.9987 0.0000 16.483 3.739 9 4 49 7 0.9794 0.9987 0.0000 17.157 3.585 9 4 27 4
+3 0 0.9926 0.9987 0.0000 16.064 3.856 9 4 25 6 0.9827 0.9987 0.0000 16.884 3.653 9 4 27 4
+4 0 0.9919 0.9987 0.0000 15.750 3.967 9 4 57 10 0.9845 0.9987 0.0000 16.657 3.716 9 4 27 4
+5 0 0.9942 0.9987 0.0000 15.799 4.079 12 4 43 8 0.9861 0.9987 0.0000 16.514 3.776 12 4 27 4
+6 0 0.9940 0.9989 0.0000 15.569 4.158 51 11 75 9 0.9872 0.9989 0.0000 16.379 3.831 51 11 27 4
+7 0 0.9936 0.9989 0.0000 15.579 4.251 51 11 13 5 0.9880 0.9989 0.0000 16.279 3.883 51 11 27 4
+8 0 0.9932 0.9989 0.0000 15.500 4.307 51 11 7 3 0.9886 0.9989 0.0000 16.193 3.930 51 11 27 4
+9 0 0.9950 0.9989 0.0000 14.905 4.277 51 11 75 9 0.9892 0.9989 0.0000 16.064 3.965 51 11 27 4
+10 0 0.9941 0.9989 0.0000 14.560 4.271 51 11 14 5 0.9897 0.9989 0.0000 15.927 3.993 51 11 27 4
+11 0 0.9936 0.9989 0.0000 14.562 4.318 51 11 44 7 0.9900 0.9989 0.0000 15.813 4.020 51 11 27 4
+12 0 0.9946 0.9989 0.0000 14.546 4.367 51 11 7 3 0.9904 0.9989 0.0000 15.716 4.047 51 11 27 4
+13 0 0.9954 0.9989 0.0000 14.343 4.340 51 11 12 3 0.9907 0.9989 0.0000 15.618 4.068 51 11 27 4
+14 0 0.9946 0.9989 0.0000 13.754 4.274 51 11 40 10 0.9910 0.9989 0.0000 15.494 4.081 51 11 27 4
+15 0 0.9962 0.9989 0.0000 13.935 4.336 45 10 26 8 0.9913 0.9989 0.0000 15.396 4.097 45 10 27 4
+16 0 0.9952 0.9989 0.0000 13.858 4.324 45 10 67 15 0.9915 0.9989 0.0000 15.306 4.111 45 10 27 4
+17 0 0.9956 0.9989 0.0000 13.472 4.282 45 10 60 11 0.9917 0.9989 0.0000 15.204 4.120 45 10 27 4
+18 0 0.9940 0.9989 0.0000 13.209 4.215 45 10 23 6 0.9919 0.9989 0.0000 15.099 4.125 45 10 27 4
+19 0 0.9956 0.9989 0.0000 13.235 4.273 45 10 47 15 0.9920 0.9989 0.0000 15.006 4.133 45 10 27 4
+20 0 0.9951 0.9989 0.0000 12.792 4.220 45 10 58 10 0.9922 0.9989 0.0000 14.900 4.137 45 10 27 4
+21 0 0.9959 0.9989 0.0000 12.694 4.214 45 10 24 10 0.9924 0.9989 0.0000 14.800 4.140 45 10 27 4
+22 0 0.9957 0.9989 0.0000 12.449 4.174 45 10 54 13 0.9925 0.9989 0.0000 14.698 4.142 45 10 27 4
+23 0 0.9971 0.9989 0.0000 12.263 4.143 45 10 56 11 0.9927 0.9989 0.0000 14.596 4.142 45 10 27 4
+24 0 0.9943 0.9989 0.0000 12.035 4.105 45 10 26 9 0.9928 0.9989 0.0000 14.494 4.140 45 10 27 4
+25 0 0.9960 0.9989 0.0000 11.871 4.083 20 8 16 8 0.9929 0.9989 0.0000 14.393 4.138 20 8 27 4
+26 0 0.9969 0.9989 0.0000 11.714 4.031 20 8 13 5 0.9930 0.9989 0.0000 14.294 4.134 20 8 27 4
+27 0 0.9965 0.9989 0.0000 11.476 4.022 36 9 96 13 0.9932 0.9989 0.0000 14.193 4.130 36 9 27 4
+28 0 0.9970 0.9989 0.0000 11.161 3.978 36 9 29 8 0.9933 0.9989 0.0000 14.088 4.125 36 9 27 4
+29 0 0.9962 0.9989 0.0000 11.237 3.997 36 9 20 8 0.9934 0.9989 0.0000 13.993 4.121 36 9 27 4
+30 0 0.9968 0.9989 0.0000 11.104 3.950 36 9 40 9 0.9935 0.9989 0.0000 13.900 4.115 36 9 27 4
+31 0 0.9967 0.9989 0.0000 11.052 3.951 36 9 17 5 0.9936 0.9989 0.0000 13.811 4.110 36 9 27 4
+32 0 0.9951 0.9989 0.0000 10.699 3.849 36 9 12 5 0.9936 0.9989 0.0000 13.717 4.102 36 9 27 4
+33 0 0.9968 0.9989 0.0000 10.258 3.759 36 9 37 10 0.9937 0.9989 0.0000 13.615 4.092 36 9 27 4
+34 0 0.9969 0.9989 0.0000 9.931 3.674 36 9 15 4 0.9938 0.9989 0.0000 13.510 4.080 36 9 27 4
+35 0 0.9962 0.9989 0.0000 9.982 3.682 36 9 24 10 0.9939 0.9989 0.0000 13.412 4.069 36 9 27 4
+36 0 0.9958 0.9989 0.0000 9.764 3.608 36 9 13 5 0.9939 0.9989 0.0000 13.313 4.056 36 9 27 4
+37 0 0.9977 0.9989 0.0000 9.629 3.540 36 9 32 10 0.9940 0.9989 0.0000 13.216 4.043 36 9 27 4
+38 0 0.9966 0.9989 0.0000 9.628 3.545 36 9 28 9 0.9941 0.9989 0.0000 13.124 4.030 36 9 27 4
+39 0 0.9977 0.9989 0.0000 9.671 3.536 36 9 19 6 0.9942 0.9989 0.0000 13.038 4.018 36 9 27 4
+40 0 0.9973 0.9989 0.0000 9.691 3.511 36 9 33 10 0.9943 0.9989 0.0000 12.956 4.005 36 9 27 4
+41 0 0.9966 0.9989 0.0000 9.626 3.538 36 9 17 7 0.9943 0.9989 0.0000 12.877 3.994 36 9 27 4
+42 0 0.9966 0.9989 0.0000 9.382 3.476 36 9 11 4 0.9944 0.9989 0.0000 12.796 3.982 36 9 27 4
+43 0 0.9962 0.9989 0.0000 9.379 3.507 36 9 13 6 0.9944 0.9989 0.0000 12.718 3.971 36 9 27 4
+44 0 0.9971 0.9989 0.0000 8.960 3.403 36 9 31 9 0.9945 0.9989 0.0000 12.635 3.959 36 9 27 4
+45 0 0.9960 0.9989 0.0000 8.721 3.326 36 9 36 9 0.9945 0.9989 0.0000 12.550 3.945 36 9 27 4
+46 0 0.9962 0.9989 0.0000 8.609 3.284 36 9 7 3 0.9945 0.9989 0.0000 12.466 3.931 36 9 27 4
+47 0 0.9968 0.9989 0.0000 8.631 3.313 36 9 53 11 0.9946 0.9989 0.0000 12.386 3.918 36 9 27 4
+48 0 0.9962 0.9989 0.0000 8.552 3.269 36 9 17 7 0.9946 0.9989 0.0000 12.308 3.905 36 9 27 4
+49 0 0.9970 0.9989 0.0000 8.505 3.239 36 9 25 7 0.9947 0.9989 0.0000 12.232 3.892 36 9 27 4
+50 0 0.9972 0.9989 0.0000 8.462 3.242 36 9 55 13 0.9947 0.9989 0.0000 12.158 3.879 36 9 27 4
+51 0 0.9976 0.9989 0.0000 8.212 3.163 36 9 15 5 0.9948 0.9989 0.0000 12.082 3.865 36 9 27 4
diff --git a/PartB/90Cross10Mut2El/run_4/regress.sys b/PartB/90Cross10Mut2El/run_4/regress.sys
new file mode 100644
index 0000000..bfe176e
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_4/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 1104.
+creating initial population(s):
+ 7268 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 80203388
+ freed: 80155388
+ not freed: 48000
+ max allocated: 2527367
+ malloc'ed blocks: 844967
+ realloc'ed blocks: 7
+ free'ed blocks: 844961
+
+------- time -------
+ overall: 18s wall
+ evaluation: 14s wall
+ breeding: 4s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 7925
+ freed: 7925
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_5/regress.bst b/PartB/90Cross10Mut2El/run_5/regress.bst
new file mode 100644
index 0000000..0d05883
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.bst
@@ -0,0 +1,26 @@
+=== BEST-OF-RUN ===
+ generation: 48
+ nodes: 44
+ depth: 13
+ hits: 900
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 900
+ raw fitness: 900.0000
+ standardized fitness: 900.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ perimeter
+ (+ (* (/ (* (exp minor) convex)
+ (log (* (log (- (- (/ convex
+ (+ eccentricity
+ (* area area)))
+ (+ (/ minor eccentricity) major))
+ (* (exp (/ convex
+ (* (- major 0.68855) convex))) major))) -0.16223))) area)
+ (log (+ (- perimeter minor) -0.19669))))
+TREE-equ:
+y = (perimeter / ((((exp(minor) * convex) / log((log((((convex / (eccentricity + (area * area))) - ((minor / eccentricity) + major)) - (exp((convex / ((major - 0.68855) * convex))) * major))) * -0.16223))) * area) + log(((perimeter - minor) + -0.19669))))
diff --git a/PartB/90Cross10Mut2El/run_5/regress.fn b/PartB/90Cross10Mut2El/run_5/regress.fn
new file mode 100644
index 0000000..f8b1df9
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.fn
@@ -0,0 +1,20 @@
+Hits: 2567, Total Size: 2810, Percent Hit: 91.352313
+CC: 1047
+CO: 82
+OO: 1520
+OC: 161
+Fitness: 0.998890
+Hits: 900
+
+
+y = (perimeter / ((((exp(minor) * convex) / log((log((((convex / (eccentricity + (area * area))) - ((minor / eccentricity) + major)) - (exp((convex / ((major - 0.68855) * convex))) * major))) * -0.16223))) * area) + log(((perimeter - minor) + -0.19669))))
+
+ (/ perimeter
+ (+ (* (/ (* (exp minor) convex)
+ (log (* (log (- (- (/ convex
+ (+ eccentricity
+ (* area area)))
+ (+ (/ minor eccentricity) major))
+ (* (exp (/ convex
+ (* (- major 0.68855) convex))) major))) -0.16223))) area)
+ (log (+ (- perimeter minor) -0.19669))))
diff --git a/PartB/90Cross10Mut2El/run_5/regress.gen b/PartB/90Cross10Mut2El/run_5/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_5/regress.his b/PartB/90Cross10Mut2El/run_5/regress.his
new file mode 100644
index 0000000..a881fb5
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.his
@@ -0,0 +1,973 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 9
+ depth: 3
+ hits: 671
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 671
+ raw fitness: 671.0000
+ standardized fitness: 671.0000
+ adjusted fitness: 0.9985
+TREE:
+ (* (log (/ extent perimeter))
+ (log (/ -0.90555 eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 9
+ depth: 3
+ hits: 671
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 671
+ raw fitness: 671.0000
+ standardized fitness: 671.0000
+ adjusted fitness: 0.9985
+TREE:
+ (* (log (/ extent perimeter))
+ (log (/ -0.90555 eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 12
+ depth: 6
+ hits: 702
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 702
+ raw fitness: 702.0000
+ standardized fitness: 702.0000
+ adjusted fitness: 0.9986
+TREE:
+ (log (* area
+ (exp (* (* (log eccentricity)
+ (/ minor major)) major))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 12
+ depth: 6
+ hits: 702
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 702
+ raw fitness: 702.0000
+ standardized fitness: 702.0000
+ adjusted fitness: 0.9986
+TREE:
+ (log (* area
+ (exp (* (* (log eccentricity)
+ (/ minor major)) major))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 804
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 804
+ raw fitness: 804.0000
+ standardized fitness: 804.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ -0.88961 eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 18
+ nodes: 10
+ depth: 3
+ hits: 805
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 805
+ raw fitness: 805.0000
+ standardized fitness: 805.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (- eccentricity
+ (exp -0.11836))
+ (/ (/ -0.70260 area) perimeter))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 18
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+
+
+-- #1 --
+ hits: 805
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+TREE:
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+
+-- #1 --
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+-- #1 --
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+-- #1 --
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+
+-- #1 --
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+
+
+-- #1 --
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+
+-- #1 --
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+
+
+-- #1 --
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+
+-- #1 --
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+
+
+-- #1 --
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
+ (log (exp (* eccentricity
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (log (+ (- perimeter minor) -0.19669))))
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (log (+ (- perimeter minor) -0.19669))))
+=== BEST-OF-RUN ===
+ current generation: 51
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+
+
+-- #1 --
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diff --git a/PartB/90Cross10Mut2El/run_5/regress.prg b/PartB/90Cross10Mut2El/run_5/regress.prg
new file mode 100644
index 0000000..81c79b4
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 11051.00000, perimeter = 421.34799, major_axis_length = 166.91263, minor_axis_length = 85.74883, eccentricity = 0.85795, convex_area = 11421.00000, extent = 0.69333, type = O
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diff --git a/PartB/90Cross10Mut2El/run_5/regress.stt b/PartB/90Cross10Mut2El/run_5/regress.stt
new file mode 100644
index 0000000..8f8fb26
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+1 0 0.9890 0.9985 0.0000 17.172 3.644 9 3 13 3 0.9714 0.9985 0.0000 17.915 3.563 9 3 49 6
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+3 0 0.9918 0.9986 0.0000 16.182 3.846 12 6 41 7 0.9813 0.9986 0.0000 17.120 3.671 12 6 49 6
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+12 0 0.9940 0.9988 0.0000 13.853 4.202 3 1 38 6 0.9896 0.9988 0.0000 15.522 3.970 3 1 49 6
+13 0 0.9952 0.9988 0.0000 13.773 4.224 3 1 72 13 0.9900 0.9988 0.0000 15.397 3.989 3 1 49 6
+14 0 0.9948 0.9988 0.0000 13.489 4.220 3 1 96 11 0.9903 0.9988 0.0000 15.270 4.004 3 1 49 6
+15 0 0.9936 0.9988 0.0000 13.243 4.203 3 1 30 7 0.9905 0.9988 0.0000 15.143 4.016 3 1 49 6
+16 0 0.9932 0.9988 0.0000 13.059 4.196 3 1 11 4 0.9907 0.9988 0.0000 15.021 4.027 3 1 49 6
+17 0 0.9950 0.9988 0.0000 12.792 4.166 3 1 21 9 0.9909 0.9988 0.0000 14.897 4.035 3 1 49 6
+18 0 0.9956 0.9988 0.0000 12.765 4.148 10 3 17 5 0.9912 0.9988 0.0000 14.785 4.041 10 3 49 6
+19 0 0.9970 0.9988 0.0000 12.397 4.103 10 3 33 10 0.9914 0.9988 0.0000 14.665 4.044 10 3 49 6
+20 0 0.9946 0.9988 0.0000 12.158 4.050 10 3 14 5 0.9916 0.9988 0.0000 14.546 4.044 10 3 49 6
+21 0 0.9964 0.9988 0.0000 12.056 4.080 10 3 10 3 0.9918 0.9988 0.0000 14.433 4.046 10 3 49 6
+22 0 0.9954 0.9988 0.0000 11.846 4.018 10 3 20 8 0.9920 0.9988 0.0000 14.320 4.045 10 3 49 6
+23 0 0.9944 0.9988 0.0000 11.863 4.021 8 4 17 5 0.9921 0.9988 0.0000 14.218 4.044 8 4 49 6
+24 0 0.9968 0.9988 0.0000 11.667 3.992 8 4 22 6 0.9923 0.9988 0.0000 14.116 4.041 8 4 49 6
+25 0 0.9970 0.9988 0.0000 11.660 4.019 8 4 39 10 0.9924 0.9988 0.0000 14.021 4.041 8 4 49 6
+26 0 0.9972 0.9988 0.0000 11.493 3.973 8 4 47 11 0.9926 0.9988 0.0000 13.928 4.038 8 4 49 6
+27 0 0.9968 0.9988 0.0000 11.551 3.992 8 4 38 6 0.9928 0.9988 0.0000 13.843 4.036 8 4 49 6
+28 0 0.9960 0.9988 0.0000 11.121 3.932 8 4 17 5 0.9929 0.9988 0.0000 13.749 4.033 8 4 49 6
+29 0 0.9960 0.9988 0.0000 11.141 3.933 8 4 60 12 0.9930 0.9988 0.0000 13.662 4.030 8 4 49 6
+30 0 0.9972 0.9988 0.0000 11.015 3.917 8 4 74 17 0.9931 0.9988 0.0000 13.577 4.026 8 4 49 6
+31 0 0.9968 0.9988 0.0000 11.301 4.019 8 4 42 11 0.9932 0.9988 0.0000 13.506 4.026 8 4 49 6
+32 0 0.9960 0.9988 0.0000 11.479 4.034 8 4 72 16 0.9933 0.9988 0.0000 13.444 4.026 8 4 49 6
+33 0 0.9966 0.9988 0.0000 11.179 3.963 8 4 38 8 0.9934 0.9988 0.0000 13.377 4.024 8 4 49 6
+34 0 0.9970 0.9988 0.0000 10.894 3.921 39 9 47 11 0.9935 0.9988 0.0000 13.307 4.021 39 9 49 6
+35 0 0.9968 0.9988 0.0000 10.957 3.951 39 9 28 11 0.9936 0.9988 0.0000 13.241 4.019 39 9 49 6
+36 0 0.9962 0.9988 0.0000 10.715 3.887 7 4 45 12 0.9937 0.9988 0.0000 13.173 4.016 7 4 49 6
+37 0 0.9968 0.9988 0.0000 10.404 3.805 7 4 7 3 0.9938 0.9988 0.0000 13.100 4.010 7 4 49 6
+38 0 0.9962 0.9988 0.0000 10.203 3.759 7 4 32 8 0.9938 0.9988 0.0000 13.026 4.004 7 4 49 6
+39 0 0.9958 0.9988 0.0000 10.334 3.795 7 4 31 7 0.9939 0.9988 0.0000 12.959 3.998 7 4 49 6
+40 0 0.9964 0.9988 0.0000 9.906 3.686 7 4 28 10 0.9939 0.9988 0.0000 12.884 3.991 7 4 49 6
+41 0 0.9966 0.9988 0.0000 9.601 3.611 7 4 33 14 0.9940 0.9988 0.0000 12.806 3.982 7 4 49 6
+42 0 0.9972 0.9988 0.0000 9.602 3.613 7 4 14 6 0.9941 0.9988 0.0000 12.731 3.973 7 4 49 6
+43 0 0.9968 0.9988 0.0000 9.458 3.557 7 4 14 5 0.9941 0.9988 0.0000 12.657 3.964 7 4 49 6
+44 0 0.9968 0.9988 0.0000 9.264 3.482 7 4 41 10 0.9942 0.9988 0.0000 12.582 3.953 7 4 49 6
+45 0 0.9970 0.9988 0.0000 9.203 3.497 7 4 11 5 0.9943 0.9988 0.0000 12.508 3.943 7 4 49 6
+46 0 0.9972 0.9988 0.0000 9.107 3.480 7 4 18 6 0.9943 0.9988 0.0000 12.436 3.933 7 4 49 6
+47 0 0.9974 0.9988 0.0000 8.983 3.462 7 4 17 7 0.9944 0.9988 0.0000 12.364 3.924 7 4 49 6
+48 0 0.9978 0.9989 0.0000 8.836 3.420 44 13 21 7 0.9945 0.9989 0.0000 12.292 3.913 44 13 49 6
+49 0 0.9976 0.9989 0.0000 8.751 3.383 44 13 43 13 0.9945 0.9989 0.0000 12.221 3.903 44 13 49 6
+50 0 0.9972 0.9989 0.0000 8.849 3.389 44 13 11 6 0.9946 0.9989 0.0000 12.155 3.893 44 13 49 6
+51 0 0.9972 0.9989 0.0000 8.705 3.343 44 13 16 5 0.9946 0.9989 0.0000 12.089 3.882 44 13 49 6
diff --git a/PartB/90Cross10Mut2El/run_5/regress.sys b/PartB/90Cross10Mut2El/run_5/regress.sys
new file mode 100644
index 0000000..a0a5bb7
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_5/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 63.
+creating initial population(s):
+ 7379 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 80553902
+ freed: 80505902
+ not freed: 48000
+ max allocated: 2563989
+ malloc'ed blocks: 847316
+ realloc'ed blocks: 7
+ free'ed blocks: 847310
+
+------- time -------
+ overall: 18s wall
+ evaluation: 17s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8234
+ freed: 8234
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_6/regress.bst b/PartB/90Cross10Mut2El/run_6/regress.bst
new file mode 100644
index 0000000..af309ee
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.bst
@@ -0,0 +1,22 @@
+=== BEST-OF-RUN ===
+ generation: 34
+ nodes: 30
+ depth: 12
+ hits: 936
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 936
+ raw fitness: 936.0000
+ standardized fitness: 936.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (* (* (/ (- (log (* (* (+ (+ major eccentricity)
+ (log extent))
+ (/ eccentricity
+ (log (- (- perimeter convex) major)))) eccentricity)) perimeter)
+ (log (- perimeter extent))) eccentricity) -0.01515))
+TREE-equ:
+y = log(((((log(((((major + eccentricity) + log(extent)) * (eccentricity / log(((perimeter - convex) - major)))) * eccentricity)) - perimeter) / log((perimeter - extent))) * eccentricity) * -0.01515))
diff --git a/PartB/90Cross10Mut2El/run_6/regress.fn b/PartB/90Cross10Mut2El/run_6/regress.fn
new file mode 100644
index 0000000..edb8726
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.fn
@@ -0,0 +1,16 @@
+Hits: 2587, Total Size: 2810, Percent Hit: 92.064057
+CC: 1030
+CO: 79
+OO: 1557
+OC: 144
+Fitness: 0.998933
+Hits: 936
+
+
+y = log(((((log(((((major + eccentricity) + log(extent)) * (eccentricity / log(((perimeter - convex) - major)))) * eccentricity)) - perimeter) / log((perimeter - extent))) * eccentricity) * -0.01515))
+
+ (log (* (* (/ (- (log (* (* (+ (+ major eccentricity)
+ (log extent))
+ (/ eccentricity
+ (log (- (- perimeter convex) major)))) eccentricity)) perimeter)
+ (log (- perimeter extent))) eccentricity) -0.01515))
diff --git a/PartB/90Cross10Mut2El/run_6/regress.gen b/PartB/90Cross10Mut2El/run_6/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_6/regress.his b/PartB/90Cross10Mut2El/run_6/regress.his
new file mode 100644
index 0000000..24e0a66
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.his
@@ -0,0 +1,1215 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 59
+ depth: 6
+ hits: 645
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 645
+ raw fitness: 645.0000
+ standardized fitness: 645.0000
+ adjusted fitness: 0.9985
+TREE:
+ (/ (exp (log (+ (exp (- perimeter area))
+ (/ (exp perimeter)
+ (- extent perimeter)))))
+ (* (/ (/ (+ (log extent)
+ (+ minor minor))
+ (* (exp major)
+ (exp perimeter)))
+ (- (- (+ eccentricity -0.79533)
+ (* eccentricity minor))
+ (- (* eccentricity 0.01188)
+ (log major))))
+ (* (log (/ (- perimeter area)
+ (/ extent area)))
+ (+ (log (exp extent))
+ (log (/ perimeter perimeter))))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 59
+ depth: 6
+ hits: 645
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 645
+ raw fitness: 645.0000
+ standardized fitness: 645.0000
+ adjusted fitness: 0.9985
+TREE:
+ (/ (exp (log (+ (exp (- perimeter area))
+ (/ (exp perimeter)
+ (- extent perimeter)))))
+ (* (/ (/ (+ (log extent)
+ (+ minor minor))
+ (* (exp major)
+ (exp perimeter)))
+ (- (- (+ eccentricity -0.79533)
+ (* eccentricity minor))
+ (- (* eccentricity 0.01188)
+ (log major))))
+ (* (log (/ (- perimeter area)
+ (/ extent area)))
+ (+ (log (exp extent))
+ (log (/ perimeter perimeter))))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 11
+ depth: 3
+ hits: 724
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 724
+ raw fitness: 724.0000
+ standardized fitness: 724.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (/ (/ eccentricity extent) 0.64389)
+ (- (exp eccentricity)
+ (exp 0.89809)))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 53
+ depth: 9
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (+ convex minor)
+ (log (+ (/ (* convex
+ (exp 0.07465))
+ (+ (* (+ (+ (+ convex eccentricity)
+ (+ minor eccentricity))
+ (exp (log area)))
+ (log (* (exp extent)
+ (- minor area))))
+ (exp (* (+ (log convex)
+ (+ convex eccentricity))
+ (+ (+ area perimeter)
+ (+ extent minor))))))
+ (exp (/ (/ minor eccentricity)
+ (log eccentricity))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 3
+ nodes: 53
+ depth: 9
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (+ convex minor)
+ (log (+ (/ (* convex
+ (exp 0.07465))
+ (+ (* (+ (+ (+ convex eccentricity)
+ (+ minor eccentricity))
+ (exp (log area)))
+ (log (* (exp extent)
+ (- minor area))))
+ (exp (* (+ (log convex)
+ (+ convex eccentricity))
+ (+ (+ area perimeter)
+ (+ extent minor))))))
+ (exp (/ (/ minor eccentricity)
+ (log eccentricity))))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 3
+ nodes: 53
+ depth: 9
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (+ convex minor)
+ (log (+ (/ (* convex
+ (exp 0.07465))
+ (+ (* (+ (+ (+ convex eccentricity)
+ (+ minor eccentricity))
+ (exp (log area)))
+ (log (* (exp extent)
+ (- minor area))))
+ (exp (* (+ (log convex)
+ (+ convex eccentricity))
+ (+ (+ area perimeter)
+ (+ extent minor))))))
+ (exp (/ (/ minor eccentricity)
+ (log eccentricity))))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 3
+ nodes: 53
+ depth: 9
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (+ convex minor)
+ (log (+ (/ (* convex
+ (exp 0.07465))
+ (+ (* (+ (+ (+ convex eccentricity)
+ (+ minor eccentricity))
+ (exp (log area)))
+ (log (* (exp extent)
+ (- minor area))))
+ (exp (* (+ (log convex)
+ (+ convex eccentricity))
+ (+ (+ area perimeter)
+ (+ extent minor))))))
+ (exp (/ (/ minor eccentricity)
+ (log eccentricity))))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 3
+ nodes: 53
+ depth: 9
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (+ convex minor)
+ (log (+ (/ (* convex
+ (exp 0.07465))
+ (+ (* (+ (+ (+ convex eccentricity)
+ (+ minor eccentricity))
+ (exp (log area)))
+ (log (* (exp extent)
+ (- minor area))))
+ (exp (* (+ (log convex)
+ (+ convex eccentricity))
+ (+ (+ area perimeter)
+ (+ extent minor))))))
+ (exp (/ (/ minor eccentricity)
+ (log eccentricity))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 8
+ nodes: 25
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (* 0.97422 -0.38656))
+ (- (log 0.44548)
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 14
+ nodes: 29
+ depth: 6
+ hits: 911
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 911
+ raw fitness: 911.0000
+ standardized fitness: 911.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (log 0.12671))
+ (- (+ (+ extent -0.12538)
+ (+ eccentricity extent))
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 14
+ nodes: 29
+ depth: 6
+ hits: 911
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 911
+ raw fitness: 911.0000
+ standardized fitness: 911.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
+ (* 0.09254 0.18428))
+ (/ (+ (- extent minor)
+ (log 0.12671))
+ (- (+ (+ extent -0.12538)
+ (+ eccentricity extent))
+ (- perimeter convex))))
+ (exp eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 14
+ nodes: 29
+ depth: 6
+ hits: 911
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 911
+ raw fitness: 911.0000
+ standardized fitness: 911.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (+ (* (/ major perimeter)
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+
+
+-- #1 --
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+
+
+-- #1 --
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+
+
+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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diff --git a/PartB/90Cross10Mut2El/run_6/regress.prg b/PartB/90Cross10Mut2El/run_6/regress.prg
new file mode 100644
index 0000000..90200c7
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 11693.00000, perimeter = 424.50400, major_axis_length = 176.02406, minor_axis_length = 84.99132, eccentricity = 0.87571, convex_area = 11842.00000, extent = 0.60674, type = O
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+ area = 14031.00000, perimeter = 494.26501, major_axis_length = 213.70952, minor_axis_length = 84.46609, eccentricity = 0.91858, convex_area = 14265.00000, extent = 0.73886, type = C
+ area = 14906.00000, perimeter = 497.82501, major_axis_length = 211.34190, minor_axis_length = 90.65295, eccentricity = 0.90333, convex_area = 15150.00000, extent = 0.59748, type = C
+ area = 10817.00000, perimeter = 403.99799, major_axis_length = 167.42336, minor_axis_length = 82.72127, eccentricity = 0.86941, convex_area = 10953.00000, extent = 0.78509, type = O
+ area = 14235.00000, perimeter = 505.84500, major_axis_length = 214.15660, minor_axis_length = 87.47984, eccentricity = 0.91276, convex_area = 14687.00000, extent = 0.68257, type = C
+ area = 14500.00000, perimeter = 495.10699, major_axis_length = 214.28784, minor_axis_length = 86.66111, eccentricity = 0.91458, convex_area = 14712.00000, extent = 0.58121, type = C
+ area = 12311.00000, perimeter = 446.17599, major_axis_length = 182.64903, minor_axis_length = 86.82935, eccentricity = 0.87978, convex_area = 12608.00000, extent = 0.69089, type = O
+ area = 14524.00000, perimeter = 480.21201, major_axis_length = 199.93301, minor_axis_length = 93.31210, eccentricity = 0.88441, convex_area = 14808.00000, extent = 0.61128, type = C
+ area = 15762.00000, perimeter = 507.64099, major_axis_length = 205.60056, minor_axis_length = 99.32085, eccentricity = 0.87558, convex_area = 16261.00000, extent = 0.66364, type = C
diff --git a/PartB/90Cross10Mut2El/run_6/regress.stt b/PartB/90Cross10Mut2El/run_6/regress.stt
new file mode 100644
index 0000000..ad4e6c0
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9579 0.9985 0.0000 18.080 3.451 59 6 63 6 0.9579 0.9985 0.0000 18.080 3.451 59 6 63 6
+1 0 0.9907 0.9985 0.0000 16.735 3.597 59 6 58 7 0.9743 0.9985 0.0000 17.407 3.524 59 6 63 6
+2 0 0.9911 0.9986 0.0000 16.362 3.753 11 3 17 4 0.9799 0.9986 0.0000 17.059 3.600 11 3 63 6
+3 0 0.9928 0.9987 0.0000 16.128 3.899 53 9 29 5 0.9831 0.9987 0.0000 16.826 3.675 53 9 63 6
+4 0 0.9914 0.9987 0.0000 15.895 4.008 53 9 30 6 0.9848 0.9987 0.0000 16.640 3.742 53 9 63 6
+5 0 0.9928 0.9987 0.0000 15.747 4.087 53 9 62 8 0.9861 0.9987 0.0000 16.491 3.799 53 9 63 6
+6 0 0.9908 0.9987 0.0000 15.954 4.190 53 9 82 14 0.9868 0.9987 0.0000 16.414 3.855 53 9 63 6
+7 0 0.9940 0.9987 0.0000 15.706 4.211 53 9 24 5 0.9877 0.9987 0.0000 16.326 3.900 53 9 63 6
+8 0 0.9939 0.9989 0.0000 15.574 4.287 25 5 53 9 0.9884 0.9989 0.0000 16.242 3.943 25 5 63 6
+9 0 0.9920 0.9989 0.0000 15.047 4.263 25 5 9 3 0.9887 0.9989 0.0000 16.123 3.975 25 5 63 6
+10 0 0.9938 0.9989 0.0000 15.045 4.274 25 5 17 6 0.9892 0.9989 0.0000 16.025 4.002 25 5 63 6
+11 0 0.9942 0.9989 0.0000 14.788 4.308 25 5 32 8 0.9896 0.9989 0.0000 15.922 4.027 25 5 63 6
+12 0 0.9937 0.9989 0.0000 14.301 4.281 25 5 56 10 0.9899 0.9989 0.0000 15.797 4.047 25 5 63 6
+13 0 0.9954 0.9989 0.0000 14.178 4.305 25 5 54 15 0.9903 0.9989 0.0000 15.681 4.065 25 5 63 6
+14 0 0.9956 0.9989 0.0000 13.823 4.281 29 6 27 8 0.9907 0.9989 0.0000 15.558 4.080 29 6 63 6
+15 0 0.9954 0.9989 0.0000 13.445 4.223 29 6 44 10 0.9910 0.9989 0.0000 15.425 4.089 29 6 63 6
+16 0 0.9958 0.9989 0.0000 13.511 4.248 29 6 27 9 0.9913 0.9989 0.0000 15.313 4.098 29 6 63 6
+17 0 0.9945 0.9989 0.0000 13.411 4.229 29 6 67 17 0.9914 0.9989 0.0000 15.207 4.105 29 6 63 6
+18 0 0.9954 0.9989 0.0000 13.191 4.221 28 6 87 14 0.9917 0.9989 0.0000 15.101 4.111 28 6 63 6
+19 0 0.9954 0.9989 0.0000 12.773 4.155 28 6 46 11 0.9918 0.9989 0.0000 14.985 4.114 28 6 63 6
+20 0 0.9956 0.9989 0.0000 12.608 4.113 28 6 38 7 0.9920 0.9989 0.0000 14.872 4.113 28 6 63 6
+21 0 0.9958 0.9989 0.0000 12.437 4.103 28 6 18 7 0.9922 0.9989 0.0000 14.761 4.113 28 6 63 6
+22 0 0.9964 0.9989 0.0000 12.391 4.120 28 6 39 11 0.9924 0.9989 0.0000 14.658 4.113 28 6 63 6
+23 0 0.9962 0.9989 0.0000 12.759 4.230 28 6 36 8 0.9925 0.9989 0.0000 14.579 4.118 28 6 63 6
+24 0 0.9952 0.9989 0.0000 12.433 4.152 28 6 23 7 0.9927 0.9989 0.0000 14.493 4.120 28 6 63 6
+25 0 0.9960 0.9989 0.0000 12.021 4.064 28 6 63 12 0.9928 0.9989 0.0000 14.398 4.117 28 6 63 6
+26 0 0.9958 0.9989 0.0000 11.917 4.074 28 6 28 9 0.9929 0.9989 0.0000 14.306 4.116 28 6 63 6
+27 0 0.9974 0.9989 0.0000 11.541 4.019 28 6 37 8 0.9931 0.9989 0.0000 14.207 4.112 28 6 63 6
+28 0 0.9964 0.9989 0.0000 11.390 4.002 28 6 18 5 0.9932 0.9989 0.0000 14.110 4.109 28 6 63 6
+29 0 0.9964 0.9989 0.0000 11.243 3.954 35 15 11 5 0.9933 0.9989 0.0000 14.014 4.103 35 15 63 6
+30 0 0.9968 0.9989 0.0000 11.235 3.956 35 15 19 6 0.9934 0.9989 0.0000 13.925 4.099 35 15 63 6
+31 0 0.9970 0.9989 0.0000 11.247 3.978 25 10 35 10 0.9935 0.9989 0.0000 13.841 4.095 25 10 63 6
+32 0 0.9970 0.9989 0.0000 11.050 3.955 25 10 71 12 0.9936 0.9989 0.0000 13.757 4.091 25 10 63 6
+33 0 0.9968 0.9989 0.0000 11.003 3.956 25 10 31 7 0.9937 0.9989 0.0000 13.676 4.087 25 10 63 6
+34 0 0.9970 0.9989 0.0000 11.053 3.967 30 12 52 17 0.9938 0.9989 0.0000 13.601 4.083 30 12 63 6
+35 0 0.9966 0.9989 0.0000 11.035 3.954 30 12 19 5 0.9939 0.9989 0.0000 13.529 4.080 30 12 63 6
+36 0 0.9976 0.9989 0.0000 10.691 3.871 30 12 48 11 0.9940 0.9989 0.0000 13.453 4.074 30 12 63 6
+37 0 0.9970 0.9989 0.0000 10.625 3.841 30 12 57 11 0.9941 0.9989 0.0000 13.378 4.068 30 12 63 6
+38 0 0.9964 0.9989 0.0000 10.454 3.833 30 12 47 13 0.9941 0.9989 0.0000 13.303 4.062 30 12 63 6
+39 0 0.9972 0.9989 0.0000 10.169 3.729 30 12 5 2 0.9942 0.9989 0.0000 13.225 4.054 30 12 63 6
+40 0 0.9966 0.9989 0.0000 9.986 3.703 30 12 48 13 0.9943 0.9989 0.0000 13.146 4.045 30 12 63 6
+41 0 0.9970 0.9989 0.0000 10.117 3.753 30 12 32 11 0.9943 0.9989 0.0000 13.074 4.038 30 12 63 6
+42 0 0.9978 0.9989 0.0000 9.984 3.717 30 12 20 6 0.9944 0.9989 0.0000 13.002 4.031 30 12 63 6
+43 0 0.9976 0.9989 0.0000 9.957 3.718 30 12 25 10 0.9945 0.9989 0.0000 12.933 4.023 30 12 63 6
+44 0 0.9968 0.9989 0.0000 9.710 3.644 30 12 28 7 0.9945 0.9989 0.0000 12.861 4.015 30 12 63 6
+45 0 0.9970 0.9989 0.0000 9.677 3.646 30 12 11 6 0.9946 0.9989 0.0000 12.792 4.007 30 12 63 6
+46 0 0.9978 0.9989 0.0000 9.638 3.635 30 12 61 14 0.9947 0.9989 0.0000 12.725 3.999 30 12 63 6
+47 0 0.9974 0.9989 0.0000 9.508 3.618 30 12 27 11 0.9947 0.9989 0.0000 12.658 3.991 30 12 63 6
+48 0 0.9970 0.9989 0.0000 9.439 3.624 30 12 12 5 0.9948 0.9989 0.0000 12.592 3.984 30 12 63 6
+49 0 0.9972 0.9989 0.0000 9.221 3.560 30 12 29 7 0.9948 0.9989 0.0000 12.525 3.975 30 12 63 6
+50 0 0.9970 0.9989 0.0000 9.324 3.587 30 12 19 7 0.9949 0.9989 0.0000 12.462 3.968 30 12 63 6
+51 0 0.9964 0.9989 0.0000 9.369 3.610 30 12 37 12 0.9949 0.9989 0.0000 12.402 3.961 30 12 63 6
diff --git a/PartB/90Cross10Mut2El/run_6/regress.sys b/PartB/90Cross10Mut2El/run_6/regress.sys
new file mode 100644
index 0000000..e0cf9bb
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_6/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 126.
+creating initial population(s):
+ 7313 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 82079116
+ freed: 82031116
+ not freed: 48000
+ max allocated: 2521390
+ malloc'ed blocks: 845327
+ realloc'ed blocks: 8
+ free'ed blocks: 845321
+
+------- time -------
+ overall: 18s wall
+ evaluation: 18s wall
+ breeding: 0s wall
+
+------- generation spaces -------
+ space 0 size: 300
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8138
+ freed: 8138
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_7/regress.bst b/PartB/90Cross10Mut2El/run_7/regress.bst
new file mode 100644
index 0000000..dcdfa06
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.bst
@@ -0,0 +1,23 @@
+=== BEST-OF-RUN ===
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+TREE-equ:
+y = (log(convex) / ((exp(0.82991) + eccentricity) - exp((perimeter / exp(((major / (minor * convex)) - (major / perimeter)))))))
diff --git a/PartB/90Cross10Mut2El/run_7/regress.fn b/PartB/90Cross10Mut2El/run_7/regress.fn
new file mode 100644
index 0000000..dea0ce5
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.fn
@@ -0,0 +1,17 @@
+Hits: 2570, Total Size: 2810, Percent Hit: 91.459075
+CC: 970
+CO: 193
+OO: 1600
+OC: 47
+Fitness: 0.998896
+Hits: 905
+
+
+y = (log(convex) / ((exp(0.82991) + eccentricity) - exp((perimeter / exp(((major / (minor * convex)) - (major / perimeter)))))))
+
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
diff --git a/PartB/90Cross10Mut2El/run_7/regress.gen b/PartB/90Cross10Mut2El/run_7/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_7/regress.his b/PartB/90Cross10Mut2El/run_7/regress.his
new file mode 100644
index 0000000..9f55354
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.his
@@ -0,0 +1,1131 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 693
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 693
+ raw fitness: 693.0000
+ standardized fitness: 693.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (- (log (exp (log eccentricity)))
+ (log (exp (* area eccentricity))))
+ (/ (/ (* (exp eccentricity)
+ (+ eccentricity convex))
+ (exp (+ major perimeter)))
+ (* (/ (/ perimeter minor)
+ (- convex eccentricity))
+ (- (* -0.56868 eccentricity)
+ (* convex -0.79970)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 693
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 693
+ raw fitness: 693.0000
+ standardized fitness: 693.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (- (log (exp (log eccentricity)))
+ (log (exp (* area eccentricity))))
+ (/ (/ (* (exp eccentricity)
+ (+ eccentricity convex))
+ (exp (+ major perimeter)))
+ (* (/ (/ perimeter minor)
+ (- convex eccentricity))
+ (- (* -0.56868 eccentricity)
+ (* convex -0.79970)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 693
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 693
+ raw fitness: 693.0000
+ standardized fitness: 693.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (- (log (exp (log eccentricity)))
+ (log (exp (* area eccentricity))))
+ (/ (/ (* (exp eccentricity)
+ (+ eccentricity convex))
+ (exp (+ major perimeter)))
+ (* (/ (/ perimeter minor)
+ (- convex eccentricity))
+ (- (* -0.56868 eccentricity)
+ (* convex -0.79970)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 44
+ depth: 8
+ hits: 704
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 704
+ raw fitness: 704.0000
+ standardized fitness: 704.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (* (/ (+ (* convex perimeter)
+ (+ perimeter area))
+ (exp (+ (log (log (/ convex -0.68632)))
+ (+ perimeter major)))) area)
+ (* (- (+ (+ minor area)
+ (exp major))
+ (log (* 0.33737 area)))
+ (- (* (log eccentricity)
+ (* eccentricity -0.41977))
+ (log (* area area)))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 4
+ nodes: 19
+ depth: 8
+ hits: 849
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 849
+ raw fitness: 849.0000
+ standardized fitness: 849.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (/ (/ major eccentricity)
+ (+ (exp (- (+ (+ perimeter 0.24552)
+ (+ perimeter
+ (exp extent))) major))
+ (exp extent))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 4
+ nodes: 19
+ depth: 8
+ hits: 849
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 849
+ raw fitness: 849.0000
+ standardized fitness: 849.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (/ (/ major eccentricity)
+ (+ (exp (- (+ (+ perimeter 0.24552)
+ (+ perimeter
+ (exp extent))) major))
+ (exp extent))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 6
+ nodes: 12
+ depth: 6
+ hits: 857
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 857
+ raw fitness: 857.0000
+ standardized fitness: 857.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major extent))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 6
+ nodes: 12
+ depth: 6
+ hits: 857
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 857
+ raw fitness: 857.0000
+ standardized fitness: 857.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major extent))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 6
+ nodes: 12
+ depth: 6
+ hits: 857
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 857
+ raw fitness: 857.0000
+ standardized fitness: 857.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major extent))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 6
+ nodes: 12
+ depth: 6
+ hits: 857
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 857
+ raw fitness: 857.0000
+ standardized fitness: 857.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major extent))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 6
+ nodes: 12
+ depth: 6
+ hits: 857
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 857
+ raw fitness: 857.0000
+ standardized fitness: 857.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major extent))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 11
+ nodes: 18
+ depth: 9
+ hits: 859
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 859
+ raw fitness: 859.0000
+ standardized fitness: 859.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major
+ (+ (/ area
+ (* major convex)) -0.24662)))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 11
+ nodes: 18
+ depth: 9
+ hits: 859
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 859
+ raw fitness: 859.0000
+ standardized fitness: 859.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (log (log (- (log (+ major
+ (+ (/ area
+ (* major convex)) -0.24662)))
+ (log (/ extent convex))))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 23
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+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 905.0000
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+ (/ (log convex)
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+ (exp (/ perimeter
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 24
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+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 28
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 905.0000
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+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 29
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+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 31
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 32
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
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+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 36
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+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 13
+ nodes: 21
+ depth: 8
+ hits: 905
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 905
+ raw fitness: 905.0000
+ standardized fitness: 905.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (log convex)
+ (- (+ (exp 0.82991) eccentricity)
+ (exp (/ perimeter
+ (exp (- (/ major
+ (* minor convex))
+ (/ major perimeter)))))))
diff --git a/PartB/90Cross10Mut2El/run_7/regress.prg b/PartB/90Cross10Mut2El/run_7/regress.prg
new file mode 100644
index 0000000..a560930
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 16606.00000, perimeter = 516.36499, major_axis_length = 211.59421, minor_axis_length = 101.76991, eccentricity = 0.87674, convex_area = 17032.00000, extent = 0.70712, type = C
+ area = 11905.00000, perimeter = 433.25000, major_axis_length = 172.77060, minor_axis_length = 89.23660, eccentricity = 0.85629, convex_area = 12224.00000, extent = 0.73207, type = O
+ area = 14680.00000, perimeter = 495.44400, major_axis_length = 206.75375, minor_axis_length = 91.29646, eccentricity = 0.89723, convex_area = 15091.00000, extent = 0.61159, type = C
+ area = 13121.00000, perimeter = 456.77200, major_axis_length = 181.99808, minor_axis_length = 93.46143, eccentricity = 0.85807, convex_area = 13490.00000, extent = 0.62732, type = O
+ area = 11639.00000, perimeter = 432.38699, major_axis_length = 178.69485, minor_axis_length = 83.95451, eccentricity = 0.88276, convex_area = 11940.00000, extent = 0.59358, type = O
+ area = 11768.00000, perimeter = 433.48001, major_axis_length = 179.83427, minor_axis_length = 83.96474, eccentricity = 0.88431, convex_area = 11993.00000, extent = 0.75567, type = O
+ area = 9225.00000, perimeter = 387.82401, major_axis_length = 163.40498, minor_axis_length = 72.74552, eccentricity = 0.89544, convex_area = 9422.00000, extent = 0.58505, type = O
+ area = 9817.00000, perimeter = 407.74600, major_axis_length = 170.08865, minor_axis_length = 74.70611, eccentricity = 0.89838, convex_area = 10032.00000, extent = 0.58306, type = O
+ area = 10604.00000, perimeter = 425.92599, major_axis_length = 179.15118, minor_axis_length = 76.35169, eccentricity = 0.90464, convex_area = 10830.00000, extent = 0.57490, type = C
+ area = 14011.00000, perimeter = 493.87900, major_axis_length = 212.63031, minor_axis_length = 85.02821, eccentricity = 0.91656, convex_area = 14336.00000, extent = 0.62799, type = C
+ area = 13431.00000, perimeter = 482.53000, major_axis_length = 212.45061, minor_axis_length = 81.18548, eccentricity = 0.92411, convex_area = 13786.00000, extent = 0.77798, type = C
+ area = 13687.00000, perimeter = 481.74500, major_axis_length = 201.17458, minor_axis_length = 87.95718, eccentricity = 0.89936, convex_area = 13979.00000, extent = 0.69832, type = C
+ area = 14712.00000, perimeter = 496.03601, major_axis_length = 212.73993, minor_axis_length = 89.09264, eccentricity = 0.90808, convex_area = 14925.00000, extent = 0.73395, type = C
+ area = 10919.00000, perimeter = 428.70200, major_axis_length = 182.93265, minor_axis_length = 77.90177, eccentricity = 0.90479, convex_area = 11162.00000, extent = 0.60905, type = O
+ area = 13949.00000, perimeter = 479.40201, major_axis_length = 200.09514, minor_axis_length = 90.09469, eccentricity = 0.89290, convex_area = 14286.00000, extent = 0.58155, type = C
+ area = 10208.00000, perimeter = 394.53000, major_axis_length = 161.66724, minor_axis_length = 81.41670, eccentricity = 0.86393, convex_area = 10361.00000, extent = 0.66097, type = O
+ area = 13884.00000, perimeter = 491.61801, major_axis_length = 207.65437, minor_axis_length = 86.34349, eccentricity = 0.90945, convex_area = 14232.00000, extent = 0.54236, type = C
+ area = 10756.00000, perimeter = 420.08600, major_axis_length = 170.63708, minor_axis_length = 81.58212, eccentricity = 0.87830, convex_area = 10957.00000, extent = 0.59498, type = O
+ area = 9918.00000, perimeter = 398.95499, major_axis_length = 161.46761, minor_axis_length = 79.89353, eccentricity = 0.86901, convex_area = 10270.00000, extent = 0.62209, type = O
+ area = 10574.00000, perimeter = 398.68100, major_axis_length = 157.80840, minor_axis_length = 86.85959, eccentricity = 0.83489, convex_area = 10829.00000, extent = 0.69356, type = O
+ area = 14556.00000, perimeter = 487.41901, major_axis_length = 208.73126, minor_axis_length = 89.19512, eccentricity = 0.90410, convex_area = 14819.00000, extent = 0.77649, type = C
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+ area = 10327.00000, perimeter = 403.39600, major_axis_length = 166.08113, minor_axis_length = 79.95890, eccentricity = 0.87648, convex_area = 10576.00000, extent = 0.62331, type = O
+ area = 12974.00000, perimeter = 460.41699, major_axis_length = 191.32578, minor_axis_length = 87.28571, eccentricity = 0.88987, convex_area = 13310.00000, extent = 0.67721, type = C
+ area = 11027.00000, perimeter = 422.38901, major_axis_length = 172.86743, minor_axis_length = 82.66507, eccentricity = 0.87825, convex_area = 11350.00000, extent = 0.78183, type = O
+ area = 15218.00000, perimeter = 508.13599, major_axis_length = 214.27707, minor_axis_length = 91.71027, eccentricity = 0.90378, convex_area = 15685.00000, extent = 0.66801, type = C
+ area = 12326.00000, perimeter = 444.06699, major_axis_length = 181.01143, minor_axis_length = 87.66717, eccentricity = 0.87489, convex_area = 12597.00000, extent = 0.67080, type = O
+ area = 12676.00000, perimeter = 437.95599, major_axis_length = 178.23711, minor_axis_length = 91.69775, eccentricity = 0.85751, convex_area = 12887.00000, extent = 0.69124, type = O
+ area = 11992.00000, perimeter = 431.15701, major_axis_length = 173.30000, minor_axis_length = 89.58514, eccentricity = 0.85602, convex_area = 12274.00000, extent = 0.77020, type = O
+ area = 13437.00000, perimeter = 476.11301, major_axis_length = 202.82048, minor_axis_length = 85.11242, eccentricity = 0.90769, convex_area = 13700.00000, extent = 0.78414, type = C
+ area = 11088.00000, perimeter = 421.15701, major_axis_length = 169.42094, minor_axis_length = 85.37567, eccentricity = 0.86375, convex_area = 11373.00000, extent = 0.75413, type = O
+ area = 11757.00000, perimeter = 441.24200, major_axis_length = 182.59586, minor_axis_length = 82.91640, eccentricity = 0.89095, convex_area = 11967.00000, extent = 0.60172, type = O
diff --git a/PartB/90Cross10Mut2El/run_7/regress.stt b/PartB/90Cross10Mut2El/run_7/regress.stt
new file mode 100644
index 0000000..cd688e3
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9576 0.9986 0.0000 18.254 3.481 38 5 64 6 0.9576 0.9986 0.0000 18.254 3.481 38 5 64 6
+1 0 0.9897 0.9986 0.0000 16.772 3.617 38 5 40 7 0.9736 0.9986 0.0000 17.513 3.549 38 5 64 6
+2 0 0.9905 0.9986 0.0000 16.320 3.744 38 5 12 4 0.9793 0.9986 0.0000 17.115 3.614 38 5 64 6
+3 0 0.9937 0.9986 0.0000 16.053 3.893 44 8 10 4 0.9829 0.9986 0.0000 16.850 3.684 44 8 64 6
+4 0 0.9919 0.9988 0.0000 15.992 3.963 19 8 28 7 0.9847 0.9988 0.0000 16.678 3.740 19 8 64 6
+5 0 0.9939 0.9988 0.0000 15.912 4.016 19 8 35 9 0.9862 0.9988 0.0000 16.550 3.786 19 8 64 6
+6 0 0.9937 0.9988 0.0000 15.425 4.063 12 6 22 5 0.9873 0.9988 0.0000 16.390 3.825 12 6 64 6
+7 0 0.9937 0.9988 0.0000 15.000 4.069 12 6 80 15 0.9881 0.9988 0.0000 16.216 3.856 12 6 64 6
+8 0 0.9926 0.9988 0.0000 15.024 4.159 12 6 52 11 0.9886 0.9988 0.0000 16.084 3.889 12 6 64 6
+9 0 0.9949 0.9988 0.0000 14.702 4.172 12 6 10 4 0.9892 0.9988 0.0000 15.945 3.918 12 6 64 6
+10 0 0.9943 0.9988 0.0000 14.754 4.190 12 6 32 8 0.9897 0.9988 0.0000 15.837 3.942 12 6 64 6
+11 0 0.9935 0.9988 0.0000 14.705 4.231 18 9 58 7 0.9900 0.9988 0.0000 15.743 3.966 18 9 64 6
+12 0 0.9939 0.9988 0.0000 14.162 4.175 18 9 39 11 0.9903 0.9988 0.0000 15.621 3.982 18 9 64 6
+13 0 0.9947 0.9989 0.0000 13.031 3.998 21 8 42 13 0.9906 0.9989 0.0000 15.436 3.984 21 8 64 6
+14 0 0.9955 0.9989 0.0000 12.819 3.967 21 8 36 9 0.9910 0.9989 0.0000 15.262 3.982 21 8 64 6
+15 0 0.9949 0.9989 0.0000 12.902 4.047 21 8 45 10 0.9912 0.9989 0.0000 15.114 3.986 21 8 64 6
+16 0 0.9955 0.9989 0.0000 12.522 4.010 21 8 51 14 0.9915 0.9989 0.0000 14.962 3.988 21 8 64 6
+17 0 0.9947 0.9989 0.0000 12.442 4.027 21 8 28 9 0.9916 0.9989 0.0000 14.822 3.990 21 8 64 6
+18 0 0.9951 0.9989 0.0000 12.250 3.993 21 8 26 10 0.9918 0.9989 0.0000 14.686 3.990 21 8 64 6
+19 0 0.9955 0.9989 0.0000 12.029 3.928 21 8 12 5 0.9920 0.9989 0.0000 14.554 3.987 21 8 64 6
+20 0 0.9965 0.9989 0.0000 11.634 3.834 21 8 68 14 0.9922 0.9989 0.0000 14.415 3.980 21 8 64 6
+21 0 0.9969 0.9989 0.0000 11.648 3.843 21 8 14 5 0.9924 0.9989 0.0000 14.289 3.974 21 8 64 6
+22 0 0.9971 0.9989 0.0000 11.258 3.761 21 8 39 10 0.9926 0.9989 0.0000 14.157 3.964 21 8 64 6
+23 0 0.9971 0.9989 0.0000 11.374 3.793 21 8 32 11 0.9928 0.9989 0.0000 14.041 3.957 21 8 64 6
+24 0 0.9959 0.9989 0.0000 11.138 3.740 21 8 58 13 0.9930 0.9989 0.0000 13.925 3.949 21 8 64 6
+25 0 0.9967 0.9989 0.0000 10.396 3.635 21 8 20 5 0.9931 0.9989 0.0000 13.789 3.936 21 8 64 6
+26 0 0.9969 0.9989 0.0000 10.464 3.683 21 8 22 7 0.9932 0.9989 0.0000 13.666 3.927 21 8 64 6
+27 0 0.9971 0.9989 0.0000 10.384 3.679 21 8 40 8 0.9934 0.9989 0.0000 13.549 3.918 21 8 64 6
+28 0 0.9965 0.9989 0.0000 10.134 3.612 21 8 9 5 0.9935 0.9989 0.0000 13.431 3.908 21 8 64 6
+29 0 0.9969 0.9989 0.0000 10.206 3.660 21 8 44 12 0.9936 0.9989 0.0000 13.324 3.899 21 8 64 6
+30 0 0.9963 0.9989 0.0000 10.409 3.729 21 8 83 15 0.9937 0.9989 0.0000 13.230 3.894 21 8 64 6
+31 0 0.9965 0.9989 0.0000 10.514 3.771 21 8 33 9 0.9938 0.9989 0.0000 13.145 3.890 21 8 64 6
+32 0 0.9967 0.9989 0.0000 10.290 3.731 21 8 29 9 0.9939 0.9989 0.0000 13.058 3.885 21 8 64 6
+33 0 0.9957 0.9989 0.0000 10.324 3.788 21 8 43 11 0.9939 0.9989 0.0000 12.978 3.882 21 8 64 6
+34 0 0.9947 0.9989 0.0000 10.136 3.742 21 8 45 11 0.9939 0.9989 0.0000 12.897 3.878 21 8 64 6
+35 0 0.9969 0.9989 0.0000 9.850 3.658 21 8 39 14 0.9940 0.9989 0.0000 12.812 3.872 21 8 64 6
+36 0 0.9959 0.9989 0.0000 9.670 3.642 21 8 12 4 0.9941 0.9989 0.0000 12.727 3.866 21 8 64 6
+37 0 0.9965 0.9989 0.0000 9.522 3.603 21 8 15 6 0.9941 0.9989 0.0000 12.643 3.859 21 8 64 6
+38 0 0.9971 0.9989 0.0000 9.592 3.633 21 8 17 7 0.9942 0.9989 0.0000 12.564 3.853 21 8 64 6
+39 0 0.9967 0.9989 0.0000 9.293 3.552 21 8 13 5 0.9943 0.9989 0.0000 12.483 3.846 21 8 64 6
+40 0 0.9963 0.9989 0.0000 9.226 3.549 21 8 30 11 0.9943 0.9989 0.0000 12.403 3.839 21 8 64 6
+41 0 0.9971 0.9989 0.0000 8.918 3.450 21 8 21 6 0.9944 0.9989 0.0000 12.320 3.829 21 8 64 6
+42 0 0.9959 0.9989 0.0000 8.666 3.352 21 8 20 6 0.9944 0.9989 0.0000 12.235 3.818 21 8 64 6
+43 0 0.9959 0.9989 0.0000 8.775 3.379 21 8 15 5 0.9945 0.9989 0.0000 12.157 3.808 21 8 64 6
+44 0 0.9971 0.9989 0.0000 8.458 3.296 21 8 7 3 0.9945 0.9989 0.0000 12.074 3.797 21 8 64 6
+45 0 0.9963 0.9989 0.0000 8.403 3.299 21 8 8 4 0.9946 0.9989 0.0000 11.995 3.786 21 8 64 6
+46 0 0.9971 0.9989 0.0000 8.216 3.229 21 8 39 12 0.9946 0.9989 0.0000 11.914 3.774 21 8 64 6
+47 0 0.9973 0.9989 0.0000 8.103 3.192 21 8 17 6 0.9947 0.9989 0.0000 11.835 3.762 21 8 64 6
+48 0 0.9973 0.9989 0.0000 7.990 3.174 21 8 14 8 0.9947 0.9989 0.0000 11.756 3.750 21 8 64 6
+49 0 0.9963 0.9989 0.0000 7.856 3.119 21 8 45 12 0.9948 0.9989 0.0000 11.678 3.737 21 8 64 6
+50 0 0.9971 0.9989 0.0000 7.702 3.064 21 8 9 4 0.9948 0.9989 0.0000 11.600 3.724 21 8 64 6
+51 0 0.9973 0.9989 0.0000 7.593 3.034 21 8 7 3 0.9949 0.9989 0.0000 11.523 3.711 21 8 64 6
diff --git a/PartB/90Cross10Mut2El/run_7/regress.sys b/PartB/90Cross10Mut2El/run_7/regress.sys
new file mode 100644
index 0000000..4c35b3d
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_7/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 243.
+creating initial population(s):
+ 7246 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 77963969
+ freed: 77915969
+ not freed: 48000
+ max allocated: 2530846
+ malloc'ed blocks: 845496
+ realloc'ed blocks: 7
+ free'ed blocks: 845490
+
+------- time -------
+ overall: 18s wall
+ evaluation: 16s wall
+ breeding: 0s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8181
+ freed: 8181
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_8/regress.bst b/PartB/90Cross10Mut2El/run_8/regress.bst
new file mode 100644
index 0000000..27299da
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.bst
@@ -0,0 +1,22 @@
+=== BEST-OF-RUN ===
+ generation: 36
+ nodes: 22
+ depth: 6
+ hits: 909
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 909
+ raw fitness: 909.0000
+ standardized fitness: 909.0000
+ adjusted fitness: 0.9989
+TREE:
+ (+ (exp (* (log (+ -0.63537 minor))
+ (* (log (log minor)) eccentricity)))
+ (+ (/ perimeter perimeter)
+ (* (* -0.97826
+ (log minor)) minor)))
+TREE-equ:
+y = (exp((log((-0.63537 + minor)) * (log(log(minor)) * eccentricity))) + ((perimeter / perimeter) + ((-0.97826 * log(minor)) * minor)))
diff --git a/PartB/90Cross10Mut2El/run_8/regress.fn b/PartB/90Cross10Mut2El/run_8/regress.fn
new file mode 100644
index 0000000..bb42d17
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.fn
@@ -0,0 +1,16 @@
+Hits: 2546, Total Size: 2810, Percent Hit: 90.604982
+CC: 1009
+CO: 104
+OO: 1537
+OC: 160
+Fitness: 0.998901
+Hits: 909
+
+
+y = (exp((log((-0.63537 + minor)) * (log(log(minor)) * eccentricity))) + ((perimeter / perimeter) + ((-0.97826 * log(minor)) * minor)))
+
+ (+ (exp (* (log (+ -0.63537 minor))
+ (* (log (log minor)) eccentricity)))
+ (+ (/ perimeter perimeter)
+ (* (* -0.97826
+ (log minor)) minor)))
diff --git a/PartB/90Cross10Mut2El/run_8/regress.gen b/PartB/90Cross10Mut2El/run_8/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_8/regress.his b/PartB/90Cross10Mut2El/run_8/regress.his
new file mode 100644
index 0000000..33f72cc
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.his
@@ -0,0 +1,1021 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 50
+ depth: 5
+ hits: 729
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 729
+ raw fitness: 729.0000
+ standardized fitness: 729.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (/ (log (+ (* -0.21509 minor)
+ (/ convex major)))
+ (* (/ (- extent minor)
+ (+ -0.87672 eccentricity))
+ (/ (* major perimeter)
+ (log convex))))
+ (* (+ (* (/ eccentricity perimeter)
+ (* perimeter minor))
+ (exp (* -0.95981 0.71045)))
+ (* (/ (log eccentricity)
+ (- area area))
+ (- (log minor)
+ (+ area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 50
+ depth: 5
+ hits: 729
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 729
+ raw fitness: 729.0000
+ standardized fitness: 729.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (/ (log (+ (* -0.21509 minor)
+ (/ convex major)))
+ (* (/ (- extent minor)
+ (+ -0.87672 eccentricity))
+ (/ (* major perimeter)
+ (log convex))))
+ (* (+ (* (/ eccentricity perimeter)
+ (* perimeter minor))
+ (exp (* -0.95981 0.71045)))
+ (* (/ (log eccentricity)
+ (- area area))
+ (- (log minor)
+ (+ area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 50
+ depth: 5
+ hits: 729
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 729
+ raw fitness: 729.0000
+ standardized fitness: 729.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (/ (log (+ (* -0.21509 minor)
+ (/ convex major)))
+ (* (/ (- extent minor)
+ (+ -0.87672 eccentricity))
+ (/ (* major perimeter)
+ (log convex))))
+ (* (+ (* (/ eccentricity perimeter)
+ (* perimeter minor))
+ (exp (* -0.95981 0.71045)))
+ (* (/ (log eccentricity)
+ (- area area))
+ (- (log minor)
+ (+ area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 3
+ nodes: 10
+ depth: 5
+ hits: 756
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 756
+ raw fitness: 756.0000
+ standardized fitness: 756.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (log (log (/ (+ minor major)
+ (- major eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 762
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 762
+ raw fitness: 762.0000
+ standardized fitness: 762.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.88061)
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 4
+ nodes: 3
+ depth: 1
+ hits: 762
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 762
+ raw fitness: 762.0000
+ standardized fitness: 762.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.88061)
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 6
+ nodes: 13
+ depth: 5
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (exp (log (* (- major eccentricity)
+ (+ -0.44892 eccentricity))))
+ (- eccentricity minor))
+=== BEST-OF-RUN ===
+ current generation: 12
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+ depth: 5
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+ (- eccentricity minor))
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+ (- eccentricity minor))
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (- eccentricity minor))
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+ (- eccentricity minor))
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (log (* (- major eccentricity)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ eccentricity -0.89006)
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+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ eccentricity -0.89006)
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+ (+ eccentricity -0.89006)
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+
+
+-- #1 --
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+
+
+-- #1 --
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+ (+ eccentricity -0.89006)
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ eccentricity -0.89006)
+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (* (log (+ -0.63537 minor))
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (* (log (+ -0.63537 minor))
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+ (+ (exp (* (log (+ -0.63537 minor))
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+TREE:
+ (+ (exp (* (log (+ -0.63537 minor))
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+ (+ (/ perimeter perimeter)
+ (* (* -0.97826
+ (log minor)) minor)))
+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
+ hits: 909
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+TREE:
+ (+ (exp (* (log (+ -0.63537 minor))
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+ (+ (/ perimeter perimeter)
+ (* (* -0.97826
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+=== BEST-OF-RUN ===
+ current generation: 47
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+ nodes: 22
+ depth: 6
+ hits: 909
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+ nodes: 22
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+ hits: 909
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 909
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+TREE:
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+ (+ (/ perimeter perimeter)
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+=== BEST-OF-RUN ===
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+ nodes: 22
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
+ hits: 909
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+TREE:
+ (+ (exp (* (log (+ -0.63537 minor))
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+ (+ (/ perimeter perimeter)
+ (* (* -0.97826
+ (log minor)) minor)))
+=== BEST-OF-RUN ===
+ current generation: 51
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+ nodes: 22
+ depth: 6
+ hits: 909
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 909
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+TREE:
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diff --git a/PartB/90Cross10Mut2El/run_8/regress.prg b/PartB/90Cross10Mut2El/run_8/regress.prg
new file mode 100644
index 0000000..0e642d1
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 11543.00000, perimeter = 428.60199, major_axis_length = 175.37068, minor_axis_length = 85.05824, eccentricity = 0.87450, convex_area = 11859.00000, extent = 0.67107, type = O
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+ area = 13331.00000, perimeter = 461.30899, major_axis_length = 193.55994, minor_axis_length = 88.79623, eccentricity = 0.88856, convex_area = 13500.00000, extent = 0.57951, type = O
+ area = 12800.00000, perimeter = 447.02499, major_axis_length = 181.76909, minor_axis_length = 90.76634, eccentricity = 0.86640, convex_area = 12958.00000, extent = 0.61022, type = O
diff --git a/PartB/90Cross10Mut2El/run_8/regress.stt b/PartB/90Cross10Mut2El/run_8/regress.stt
new file mode 100644
index 0000000..e7dc55a
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9576 0.9986 0.0000 17.976 3.432 50 5 78 6 0.9576 0.9986 0.0000 17.976 3.432 50 5 78 6
+1 0 0.9904 0.9986 0.0000 16.702 3.622 50 5 19 6 0.9740 0.9986 0.0000 17.339 3.527 50 5 78 6
+2 0 0.9906 0.9986 0.0000 16.304 3.778 50 5 32 6 0.9796 0.9986 0.0000 16.994 3.611 50 5 78 6
+3 0 0.9924 0.9987 0.0000 15.969 3.860 10 5 20 7 0.9828 0.9987 0.0000 16.738 3.673 10 5 78 6
+4 0 0.9936 0.9987 0.0000 15.385 3.896 3 1 63 6 0.9850 0.9987 0.0000 16.467 3.718 3 1 78 6
+5 0 0.9938 0.9987 0.0000 14.804 3.881 3 1 58 9 0.9864 0.9987 0.0000 16.190 3.745 3 1 78 6
+6 0 0.9938 0.9987 0.0000 14.767 3.949 13 5 86 12 0.9875 0.9987 0.0000 15.987 3.774 13 5 78 6
+7 0 0.9940 0.9987 0.0000 14.701 4.002 13 5 49 9 0.9883 0.9987 0.0000 15.826 3.803 13 5 78 6
+8 0 0.9948 0.9987 0.0000 13.911 3.975 13 5 13 6 0.9890 0.9987 0.0000 15.613 3.822 13 5 78 6
+9 0 0.9938 0.9987 0.0000 13.629 3.983 13 5 50 8 0.9895 0.9987 0.0000 15.415 3.838 13 5 78 6
+10 0 0.9952 0.9987 0.0000 13.455 3.978 13 5 76 15 0.9900 0.9987 0.0000 15.237 3.851 13 5 78 6
+11 0 0.9956 0.9987 0.0000 13.125 3.949 13 5 58 12 0.9905 0.9987 0.0000 15.061 3.859 13 5 78 6
+12 0 0.9958 0.9987 0.0000 12.723 3.901 13 5 31 9 0.9909 0.9987 0.0000 14.881 3.862 13 5 78 6
+13 0 0.9947 0.9987 0.0000 12.663 3.927 13 5 44 5 0.9912 0.9987 0.0000 14.722 3.867 13 5 78 6
+14 0 0.9951 0.9987 0.0000 12.275 3.858 13 5 28 8 0.9914 0.9987 0.0000 14.559 3.866 13 5 78 6
+15 0 0.9952 0.9987 0.0000 12.184 3.872 13 5 14 7 0.9917 0.9987 0.0000 14.411 3.866 13 5 78 6
+16 0 0.9946 0.9987 0.0000 12.159 3.875 13 5 42 9 0.9919 0.9987 0.0000 14.278 3.867 13 5 78 6
+17 0 0.9962 0.9987 0.0000 12.003 3.868 13 5 65 10 0.9921 0.9987 0.0000 14.152 3.867 13 5 78 6
+18 0 0.9968 0.9987 0.0000 11.656 3.845 13 5 50 13 0.9923 0.9987 0.0000 14.021 3.866 13 5 78 6
+19 0 0.9968 0.9987 0.0000 11.610 3.856 13 5 38 8 0.9926 0.9987 0.0000 13.900 3.865 13 5 78 6
+20 0 0.9968 0.9987 0.0000 11.295 3.790 13 5 19 8 0.9928 0.9987 0.0000 13.776 3.862 13 5 78 6
+21 0 0.9960 0.9987 0.0000 11.108 3.740 13 5 46 8 0.9929 0.9987 0.0000 13.655 3.856 13 5 78 6
+22 0 0.9958 0.9987 0.0000 11.177 3.814 13 5 27 9 0.9931 0.9987 0.0000 13.547 3.854 13 5 78 6
+23 0 0.9962 0.9987 0.0000 10.880 3.764 13 5 33 8 0.9932 0.9987 0.0000 13.436 3.851 13 5 78 6
+24 0 0.9962 0.9987 0.0000 10.549 3.722 3 1 34 8 0.9933 0.9987 0.0000 13.320 3.846 3 1 78 6
+25 0 0.9960 0.9987 0.0000 10.579 3.754 3 1 22 5 0.9934 0.9987 0.0000 13.215 3.842 3 1 78 6
+26 0 0.9970 0.9987 0.0000 10.524 3.746 3 1 11 4 0.9935 0.9987 0.0000 13.115 3.838 3 1 78 6
+27 0 0.9958 0.9987 0.0000 10.386 3.717 3 1 29 10 0.9936 0.9987 0.0000 13.018 3.834 3 1 78 6
+28 0 0.9964 0.9987 0.0000 10.357 3.752 3 1 24 11 0.9937 0.9987 0.0000 12.926 3.831 3 1 78 6
+29 0 0.9966 0.9987 0.0000 10.131 3.677 3 1 30 9 0.9938 0.9987 0.0000 12.833 3.826 3 1 78 6
+30 0 0.9968 0.9987 0.0000 10.118 3.679 3 1 31 9 0.9939 0.9987 0.0000 12.745 3.821 3 1 78 6
+31 0 0.9946 0.9987 0.0000 9.688 3.576 3 1 28 10 0.9939 0.9987 0.0000 12.650 3.814 3 1 78 6
+32 0 0.9962 0.9987 0.0000 9.452 3.518 3 1 25 9 0.9940 0.9987 0.0000 12.553 3.805 3 1 78 6
+33 0 0.9970 0.9987 0.0000 9.176 3.448 3 1 10 4 0.9941 0.9987 0.0000 12.454 3.794 3 1 78 6
+34 0 0.9976 0.9987 0.0000 8.907 3.375 3 1 47 9 0.9942 0.9987 0.0000 12.352 3.782 3 1 78 6
+35 0 0.9968 0.9987 0.0000 8.611 3.286 3 1 11 4 0.9943 0.9987 0.0000 12.248 3.768 3 1 78 6
+36 0 0.9970 0.9989 0.0000 8.364 3.200 22 6 14 8 0.9943 0.9989 0.0000 12.143 3.753 22 6 78 6
+37 0 0.9976 0.9989 0.0000 8.273 3.190 22 6 21 8 0.9944 0.9989 0.0000 12.041 3.738 22 6 78 6
+38 0 0.9966 0.9989 0.0000 8.264 3.192 22 6 11 3 0.9945 0.9989 0.0000 11.945 3.724 22 6 78 6
+39 0 0.9970 0.9989 0.0000 8.088 3.128 22 6 31 8 0.9946 0.9989 0.0000 11.848 3.709 22 6 78 6
+40 0 0.9962 0.9989 0.0000 8.063 3.123 22 6 20 7 0.9946 0.9989 0.0000 11.756 3.695 22 6 78 6
+41 0 0.9972 0.9989 0.0000 7.937 3.051 22 6 11 5 0.9947 0.9989 0.0000 11.665 3.680 22 6 78 6
+42 0 0.9972 0.9989 0.0000 7.775 3.024 22 6 7 3 0.9947 0.9989 0.0000 11.575 3.664 22 6 78 6
+43 0 0.9968 0.9989 0.0000 7.708 3.024 22 6 7 3 0.9948 0.9989 0.0000 11.487 3.650 22 6 78 6
+44 0 0.9968 0.9989 0.0000 7.641 3.014 22 6 48 10 0.9948 0.9989 0.0000 11.401 3.636 22 6 78 6
+45 0 0.9976 0.9989 0.0000 7.663 3.019 22 6 22 9 0.9949 0.9989 0.0000 11.320 3.622 22 6 78 6
+46 0 0.9970 0.9989 0.0000 7.484 2.980 22 6 13 5 0.9949 0.9989 0.0000 11.238 3.609 22 6 78 6
+47 0 0.9972 0.9989 0.0000 7.520 2.980 22 6 7 3 0.9950 0.9989 0.0000 11.161 3.596 22 6 78 6
+48 0 0.9966 0.9989 0.0000 7.324 2.926 22 6 8 4 0.9950 0.9989 0.0000 11.083 3.582 22 6 78 6
+49 0 0.9974 0.9989 0.0000 7.281 2.911 22 6 31 9 0.9951 0.9989 0.0000 11.007 3.569 22 6 78 6
+50 0 0.9974 0.9989 0.0000 7.269 2.901 22 6 13 5 0.9951 0.9989 0.0000 10.933 3.555 22 6 78 6
+51 0 0.9970 0.9989 0.0000 7.068 2.835 22 6 19 8 0.9951 0.9989 0.0000 10.859 3.542 22 6 78 6
diff --git a/PartB/90Cross10Mut2El/run_8/regress.sys b/PartB/90Cross10Mut2El/run_8/regress.sys
new file mode 100644
index 0000000..9d08d7d
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_8/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 588.
+creating initial population(s):
+ 7360 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 75154573
+ freed: 75106573
+ not freed: 48000
+ max allocated: 2516014
+ malloc'ed blocks: 844890
+ realloc'ed blocks: 7
+ free'ed blocks: 844884
+
+------- time -------
+ overall: 16s wall
+ evaluation: 13s wall
+ breeding: 3s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8151
+ freed: 8151
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross10Mut2El/run_9/regress.bst b/PartB/90Cross10Mut2El/run_9/regress.bst
new file mode 100644
index 0000000..9387fae
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.bst
@@ -0,0 +1,21 @@
+=== BEST-OF-RUN ===
+ generation: 33
+ nodes: 12
+ depth: 5
+ hits: 881
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 881
+ raw fitness: 881.0000
+ standardized fitness: 881.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (/ (exp (/ minor
+ (log eccentricity)))
+ (- minor
+ (/ extent area))))
+TREE-equ:
+y = log((exp((minor / log(eccentricity))) / (minor - (extent / area))))
diff --git a/PartB/90Cross10Mut2El/run_9/regress.fn b/PartB/90Cross10Mut2El/run_9/regress.fn
new file mode 100644
index 0000000..62536da
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.fn
@@ -0,0 +1,15 @@
+Hits: 2450, Total Size: 2810, Percent Hit: 87.188612
+CC: 1040
+CO: 108
+OO: 1410
+OC: 252
+Fitness: 0.998866
+Hits: 881
+
+
+y = log((exp((minor / log(eccentricity))) / (minor - (extent / area))))
+
+ (log (/ (exp (/ minor
+ (log eccentricity)))
+ (- minor
+ (/ extent area))))
diff --git a/PartB/90Cross10Mut2El/run_9/regress.gen b/PartB/90Cross10Mut2El/run_9/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross10Mut2El/run_9/regress.his b/PartB/90Cross10Mut2El/run_9/regress.his
new file mode 100644
index 0000000..f6fdb23
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.his
@@ -0,0 +1,1112 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 8
+ depth: 3
+ hits: 770
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 770
+ raw fitness: 770.0000
+ standardized fitness: 770.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (/ (+ eccentricity -0.36468)
+ (* 0.58788 eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 8
+ depth: 3
+ hits: 770
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 770
+ raw fitness: 770.0000
+ standardized fitness: 770.0000
+ adjusted fitness: 0.9987
+TREE:
+ (log (/ (+ eccentricity -0.36468)
+ (* 0.58788 eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 2
+ nodes: 28
+ depth: 6
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- 0.76680
+ (/ (/ major perimeter)
+ (- (log (+ area eccentricity))
+ (log (* minor minor)))))
+ (- (log (/ extent perimeter))
+ (- (/ major area)
+ (/ minor 0.59107))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 10
+ nodes: 52
+ depth: 8
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (log (log (+ (+ perimeter 0.24322)
+ (log minor))))
+ (- (* (+ (- (/ 0.09835
+ (* extent major))
+ (* -0.77562 -0.86397))
+ (- (- eccentricity 0.15609)
+ (/ perimeter convex)))
+ (+ (/ (+ extent eccentricity)
+ (/ (+ extent 0.25743) major))
+ (+ eccentricity
+ (- (* (+ eccentricity eccentricity) eccentricity) major))))
+ (exp (exp (* extent eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 11
+ nodes: 29
+ depth: 7
+ hits: 827
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 827
+ raw fitness: 827.0000
+ standardized fitness: 827.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (log (+ (exp (- perimeter extent))
+ (/ perimeter convex)))
+ (log (/ (/ (/ -0.04096 minor)
+ (- major minor))
+ (- (exp (+ (+ perimeter major)
+ (+ 0.48362 minor))) -0.89854))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 11
+ nodes: 29
+ depth: 7
+ hits: 827
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 827
+ raw fitness: 827.0000
+ standardized fitness: 827.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (log (+ (exp (- perimeter extent))
+ (/ perimeter convex)))
+ (log (/ (/ (/ -0.04096 minor)
+ (- major minor))
+ (- (exp (+ (+ perimeter major)
+ (+ 0.48362 minor))) -0.89854))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 11
+ nodes: 29
+ depth: 7
+ hits: 827
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 827
+ raw fitness: 827.0000
+ standardized fitness: 827.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (log (+ (exp (- perimeter extent))
+ (/ perimeter convex)))
+ (log (/ (/ (/ -0.04096 minor)
+ (- major minor))
+ (- (exp (+ (+ perimeter major)
+ (+ 0.48362 minor))) -0.89854))))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 11
+ nodes: 29
+ depth: 7
+ hits: 827
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (/ perimeter convex)))
+ (log (/ (/ (/ -0.04096 minor)
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+=== BEST-OF-RUN ===
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+ nodes: 29
+ depth: 7
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+TOP INDIVIDUAL:
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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diff --git a/PartB/90Cross10Mut2El/run_9/regress.prg b/PartB/90Cross10Mut2El/run_9/regress.prg
new file mode 100644
index 0000000..6d03506
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 12375.00000, perimeter = 451.08099, major_axis_length = 185.78116, minor_axis_length = 86.23738, eccentricity = 0.88574, convex_area = 12755.00000, extent = 0.64974, type = C
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+ area = 12259.00000, perimeter = 440.03000, major_axis_length = 177.31454, minor_axis_length = 89.53557, eccentricity = 0.86315, convex_area = 12533.00000, extent = 0.72414, type = O
+ area = 11447.00000, perimeter = 419.62000, major_axis_length = 163.92053, minor_axis_length = 91.27415, eccentricity = 0.83063, convex_area = 11831.00000, extent = 0.73298, type = O
+ area = 14559.00000, perimeter = 496.52399, major_axis_length = 213.39636, minor_axis_length = 87.13540, eccentricity = 0.91284, convex_area = 14765.00000, extent = 0.71082, type = C
diff --git a/PartB/90Cross10Mut2El/run_9/regress.stt b/PartB/90Cross10Mut2El/run_9/regress.stt
new file mode 100644
index 0000000..1cc55bb
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9578 0.9987 0.0000 17.898 3.440 8 3 43 6 0.9578 0.9987 0.0000 17.898 3.440 8 3 43 6
+1 0 0.9915 0.9987 0.0000 16.602 3.590 8 3 26 7 0.9747 0.9987 0.0000 17.250 3.515 8 3 43 6
+2 0 0.9876 0.9987 0.0000 16.932 3.798 28 6 7 3 0.9790 0.9987 0.0000 17.144 3.609 28 6 43 6
+3 0 0.9912 0.9987 0.0000 16.372 3.831 28 6 16 5 0.9820 0.9987 0.0000 16.951 3.665 28 6 43 6
+4 0 0.9924 0.9987 0.0000 16.449 3.926 28 6 36 9 0.9841 0.9987 0.0000 16.851 3.717 28 6 43 6
+5 0 0.9908 0.9987 0.0000 16.262 4.024 28 6 75 9 0.9852 0.9987 0.0000 16.752 3.768 28 6 43 6
+6 0 0.9940 0.9987 0.0000 15.882 4.085 28 6 32 10 0.9865 0.9987 0.0000 16.628 3.813 28 6 43 6
+7 0 0.9934 0.9987 0.0000 15.537 4.106 28 6 59 9 0.9873 0.9987 0.0000 16.492 3.850 28 6 43 6
+8 0 0.9940 0.9987 0.0000 15.379 4.164 28 6 13 6 0.9881 0.9987 0.0000 16.368 3.885 28 6 43 6
+9 0 0.9948 0.9987 0.0000 14.474 4.075 28 6 28 6 0.9887 0.9987 0.0000 16.179 3.904 28 6 43 6
+10 0 0.9944 0.9987 0.0000 14.099 4.085 52 8 24 7 0.9892 0.9987 0.0000 15.990 3.920 52 8 43 6
+11 0 0.9946 0.9988 0.0000 13.892 4.091 29 7 22 8 0.9897 0.9988 0.0000 15.815 3.935 29 7 43 6
+12 0 0.9952 0.9988 0.0000 13.834 4.149 29 7 38 9 0.9901 0.9988 0.0000 15.662 3.951 29 7 43 6
+13 0 0.9948 0.9988 0.0000 13.781 4.196 29 7 21 9 0.9904 0.9988 0.0000 15.528 3.969 29 7 43 6
+14 0 0.9946 0.9988 0.0000 13.507 4.192 29 7 25 7 0.9907 0.9988 0.0000 15.393 3.983 29 7 43 6
+15 0 0.9952 0.9988 0.0000 13.105 4.132 29 7 22 9 0.9910 0.9988 0.0000 15.250 3.993 29 7 43 6
+16 0 0.9946 0.9988 0.0000 13.099 4.145 29 7 17 8 0.9912 0.9988 0.0000 15.124 4.002 29 7 43 6
+17 0 0.9954 0.9988 0.0000 12.674 4.111 29 7 47 9 0.9914 0.9988 0.0000 14.988 4.008 29 7 43 6
+18 0 0.9962 0.9988 0.0000 12.503 4.104 29 7 39 12 0.9917 0.9988 0.0000 14.857 4.013 29 7 43 6
+19 0 0.9944 0.9988 0.0000 12.425 4.073 29 7 33 10 0.9918 0.9988 0.0000 14.735 4.016 29 7 43 6
+20 0 0.9954 0.9988 0.0000 12.437 4.097 29 7 49 15 0.9920 0.9988 0.0000 14.626 4.020 29 7 43 6
+21 0 0.9965 0.9988 0.0000 12.417 4.145 29 7 43 7 0.9922 0.9988 0.0000 14.525 4.025 29 7 43 6
+22 0 0.9964 0.9988 0.0000 12.133 4.122 29 7 6 3 0.9924 0.9988 0.0000 14.421 4.030 29 7 43 6
+23 0 0.9966 0.9988 0.0000 11.629 4.017 29 7 15 6 0.9926 0.9988 0.0000 14.305 4.029 29 7 43 6
+24 0 0.9960 0.9988 0.0000 11.889 4.100 29 7 21 8 0.9927 0.9988 0.0000 14.208 4.032 29 7 43 6
+25 0 0.9964 0.9988 0.0000 11.804 4.109 29 7 28 9 0.9928 0.9988 0.0000 14.116 4.035 29 7 43 6
+26 0 0.9962 0.9988 0.0000 11.759 4.113 29 7 46 11 0.9930 0.9988 0.0000 14.029 4.038 29 7 43 6
+27 0 0.9968 0.9988 0.0000 11.647 4.066 29 7 22 6 0.9931 0.9988 0.0000 13.944 4.039 29 7 43 6
+28 0 0.9964 0.9988 0.0000 11.346 4.020 29 7 24 7 0.9932 0.9988 0.0000 13.854 4.038 29 7 43 6
+29 0 0.9966 0.9988 0.0000 11.533 4.090 29 7 88 16 0.9933 0.9988 0.0000 13.777 4.040 29 7 43 6
+30 0 0.9962 0.9988 0.0000 11.074 3.980 29 7 15 6 0.9934 0.9988 0.0000 13.689 4.038 29 7 43 6
+31 0 0.9954 0.9988 0.0000 10.980 3.961 29 7 29 8 0.9935 0.9988 0.0000 13.605 4.036 29 7 43 6
+32 0 0.9954 0.9988 0.0000 10.819 3.913 29 7 40 16 0.9935 0.9988 0.0000 13.520 4.032 29 7 43 6
+33 0 0.9962 0.9989 0.0000 10.823 3.893 12 5 23 12 0.9936 0.9989 0.0000 13.441 4.028 12 5 43 6
+34 0 0.9967 0.9989 0.0000 10.801 3.907 12 5 39 9 0.9937 0.9989 0.0000 13.366 4.024 12 5 43 6
+35 0 0.9953 0.9989 0.0000 10.774 3.919 12 5 35 7 0.9937 0.9989 0.0000 13.294 4.021 12 5 43 6
+36 0 0.9969 0.9989 0.0000 10.619 3.896 12 5 18 7 0.9938 0.9989 0.0000 13.221 4.018 12 5 43 6
+37 0 0.9972 0.9989 0.0000 10.689 3.928 12 5 13 7 0.9939 0.9989 0.0000 13.155 4.016 12 5 43 6
+38 0 0.9948 0.9989 0.0000 10.391 3.814 12 5 25 7 0.9939 0.9989 0.0000 13.084 4.010 12 5 43 6
+39 0 0.9970 0.9989 0.0000 10.217 3.805 12 5 14 7 0.9940 0.9989 0.0000 13.012 4.005 12 5 43 6
+40 0 0.9961 0.9989 0.0000 9.996 3.743 12 5 10 5 0.9941 0.9989 0.0000 12.939 3.999 12 5 43 6
+41 0 0.9964 0.9989 0.0000 10.039 3.772 12 5 51 11 0.9941 0.9989 0.0000 12.870 3.994 12 5 43 6
+42 0 0.9960 0.9989 0.0000 10.051 3.791 12 5 39 13 0.9942 0.9989 0.0000 12.804 3.989 12 5 43 6
+43 0 0.9952 0.9989 0.0000 9.875 3.755 12 5 26 12 0.9942 0.9989 0.0000 12.737 3.983 12 5 43 6
+44 0 0.9960 0.9989 0.0000 9.722 3.712 12 5 9 3 0.9942 0.9989 0.0000 12.670 3.977 12 5 43 6
+45 0 0.9966 0.9989 0.0000 9.735 3.724 12 5 27 6 0.9943 0.9989 0.0000 12.607 3.972 12 5 43 6
+46 0 0.9962 0.9989 0.0000 9.736 3.738 12 5 32 8 0.9943 0.9989 0.0000 12.546 3.967 12 5 43 6
+47 0 0.9964 0.9989 0.0000 10.017 3.795 12 5 12 5 0.9944 0.9989 0.0000 12.493 3.963 12 5 43 6
+48 0 0.9958 0.9989 0.0000 9.914 3.776 12 5 15 5 0.9944 0.9989 0.0000 12.440 3.960 12 5 43 6
+49 0 0.9964 0.9989 0.0000 9.772 3.743 12 5 28 6 0.9944 0.9989 0.0000 12.387 3.955 12 5 43 6
+50 0 0.9954 0.9989 0.0000 9.694 3.745 12 5 56 11 0.9944 0.9989 0.0000 12.334 3.951 12 5 43 6
+51 0 0.9958 0.9989 0.0000 9.744 3.756 12 5 26 10 0.9945 0.9989 0.0000 12.284 3.947 12 5 43 6
diff --git a/PartB/90Cross10Mut2El/run_9/regress.sys b/PartB/90Cross10Mut2El/run_9/regress.sys
new file mode 100644
index 0000000..b3af9b1
--- /dev/null
+++ b/PartB/90Cross10Mut2El/run_9/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 468.
+creating initial population(s):
+ 7330 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 81409452
+ freed: 81361452
+ not freed: 48000
+ max allocated: 2507958
+ malloc'ed blocks: 844488
+ realloc'ed blocks: 7
+ free'ed blocks: 844482
+
+------- time -------
+ overall: 18s wall
+ evaluation: 15s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 8070
+ freed: 8070
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross90Mut2El/aggregated.tsv b/PartB/90Cross90Mut2El/aggregated.tsv
new file mode 100644
index 0000000..a5aa5cf
--- /dev/null
+++ b/PartB/90Cross90Mut2El/aggregated.tsv
@@ -0,0 +1,55 @@
+Runs Generation Count Mean: 51
+Runs Generation Count Mode: 51 occurred (10) time(s)
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.95879 0.99865 0 18.332 3.4676 34 4 44 5 0.95879 0.99865 0 18.332 3.4676 34 4 44 5
+1 0 0.99069 0.99872 0 16.2936 3.5245 23 4 40 6 0.97475 0.99872 0 17.3127 3.4962 23 4 44 5
+2 0 0.99159 0.99877 0 15.6485 3.5791 31 5 45 6 0.98037 0.99877 0 16.7578 3.5238 31 5 44 5
+3 0 0.99245 0.99877 0 14.9698 3.5995 31 5 39 6 0.98338 0.99877 0 16.311 3.5427 31 5 44 5
+4 0 0.99336 0.99877 0 14.1793 3.5815 27 5 47 7 0.98538 0.99877 0 15.8845 3.5504 27 5 44 5
+5 0 0.99412 0.99879 0 13.5692 3.5507 28 5 44 7 0.98685 0.99879 0 15.4987 3.5505 28 5 44 5
+6 0 0.99405 0.99879 0 12.9283 3.5068 26 5 32 7 0.98789 0.99879 0 15.1314 3.5441 26 5 44 5
+7 0 0.99492 0.99881 0 12.2441 3.4185 29 5 32 7 0.98876 0.99881 0 14.7706 3.5286 29 5 44 5
+8 0 0.99514 0.99882 0 11.6901 3.3629 27 5 46 9 0.98947 0.99882 0 14.4283 3.5101 27 5 44 5
+9 0 0.99545 0.99882 0 11.0893 3.2931 27 5 37 7 0.99006 0.99882 0 14.0945 3.4882 27 5 44 5
+10 0 0.99552 0.99882 0 10.6196 3.2382 26 5 38 7 0.99057 0.99882 0 13.7785 3.4655 26 5 44 5
+11 0 0.99583 0.99882 0 10.218 3.1889 26 5 36 7 0.99101 0.99882 0 13.4817 3.4426 26 5 44 5
+12 0 0.99591 0.99883 0 9.7589 3.1165 23 5 38 8 0.99137 0.99883 0 13.1954 3.4176 23 5 44 5
+13 0 0.99598 0.99883 0 9.3105 3.0395 22 4 42 8 0.99172 0.99883 0 12.918 3.3904 22 4 44 5
+14 0 0.99615 0.99883 0 8.9001 2.9651 22 4 30 7 0.992 0.99883 0 12.6501 3.3621 22 4 44 5
+15 0 0.99654 0.99883 0 8.6146 2.9117 22 4 28 7 0.99229 0.99883 0 12.3978 3.334 22 4 44 5
+16 0 0.99667 0.99885 0 8.3169 2.8504 23 5 22 6 0.99254 0.99885 0 12.1577 3.3054 23 5 44 5
+17 0 0.99689 0.99885 0 7.9414 2.7657 23 5 22 7 0.9928 0.99885 0 11.9236 3.2755 23 5 44 5
+18 0 0.99669 0.99885 0 7.5773 2.6766 23 5 23 6 0.99299 0.99885 0 11.6948 3.244 23 5 44 5
+19 0 0.99687 0.99885 0 7.3245 2.6186 23 5 23 6 0.9932 0.99885 0 11.4764 3.2127 23 5 44 5
+20 0 0.99673 0.99885 0 7.0455 2.546 22 5 26 5 0.99337 0.99885 0 11.2654 3.1811 22 5 44 5
+21 0 0.99709 0.99885 0 6.8329 2.4921 22 5 26 7 0.99354 0.99885 0 11.0637 3.1496 22 5 44 5
+22 0 0.99694 0.99885 0 6.6059 2.4327 22 5 31 8 0.99367 0.99885 0 10.8701 3.1184 22 5 44 5
+23 0 0.99719 0.99885 0 6.3729 2.3585 21 5 26 6 0.99385 0.99885 0 10.6824 3.0867 21 5 44 5
+24 0 0.9974 0.99886 0 6.1988 2.3146 20 5 22 5 0.99396 0.99886 0 10.5033 3.0561 20 5 44 5
+25 0 0.99713 0.99886 0.09973 6.0303 2.2631 20 5 16 5 0.99407 0.99886 0 10.3314 3.0254 20 5 44 5
+26 0 0.99695 0.99886 0 5.911 2.222 20 5 24 8 0.99421 0.99886 0 10.1676 2.9958 20 5 44 5
+27 0 0.99749 0.99886 0 5.7507 2.1702 20 5 34 7 0.99432 0.99886 0 10.0098 2.9662 20 5 44 5
+28 0 0.99733 0.99886 0.09976 5.5771 2.1152 20 5 21 5 0.99443 0.99886 0 9.8568 2.9368 20 5 44 5
+29 0 0.99753 0.99886 0 5.4336 2.07 23 6 19 6 0.99454 0.99886 0 9.7095 2.9081 23 6 44 5
+30 0 0.99725 0.99886 0 5.3063 2.0303 23 6 12 4 0.9946 0.99886 0 9.5676 2.8799 23 6 44 5
+31 0 0.99733 0.99886 0 5.152 1.9746 21 6 20 5 0.9947 0.99886 0 9.4295 2.8516 21 6 44 5
+32 0 0.99729 0.99886 0 5.081 1.9545 21 6 16 5 0.99479 0.99886 0 9.2977 2.8242 21 6 44 5
+33 0 0.99747 0.99886 0.0997 4.9871 1.9268 21 6 15 5 0.99486 0.99886 0 9.1711 2.7978 21 6 44 5
+34 0 0.99747 0.99886 0.09976 4.9348 1.915 20 6 15 5 0.99492 0.99886 0 9.0498 2.7726 20 6 44 5
+35 0 0.99739 0.99886 0 4.8589 1.8853 20 6 15 5 0.99501 0.99886 0 8.9334 2.748 20 6 44 5
+36 0 0.99757 0.99886 0.09969 4.7722 1.8559 20 6 21 6 0.99509 0.99886 0 8.8208 2.7238 20 6 44 5
+37 0 0.99763 0.99886 0 4.7422 1.8403 20 6 15 5 0.99513 0.99886 0 8.7138 2.7006 20 6 44 5
+38 0 0.99749 0.99886 0 4.6865 1.8178 20 6 15 4 0.99521 0.99886 0 8.6103 2.678 20 6 44 5
+39 0 0.99749 0.99886 0 4.6409 1.8052 19 6 15 4 0.99526 0.99886 0 8.5111 2.6562 19 6 44 5
+40 0 0.99749 0.99886 0.09973 4.6356 1.8059 19 6 13 4 0.99532 0.99886 0 8.4168 2.6356 19 6 44 5
+41 0 0.99743 0.99886 0 4.6393 1.8092 19 6 12 4 0.99536 0.99886 0 8.3267 2.6156 19 6 44 5
+42 0 0.99749 0.99886 0.09951 4.6151 1.8025 19 6 14 5 0.99541 0.99886 0 8.2404 2.5967 19 6 44 5
+43 0 0.99745 0.99886 0.19944 4.6163 1.8091 19 6 14 4 0.99546 0.99886 0 8.158 2.5789 19 6 44 5
+44 0 0.99765 0.99886 0.1992 4.5974 1.802 19 6 14 4 0.99551 0.99886 0 8.079 2.5616 19 6 44 5
+45 0 0.99767 0.99886 0.09976 4.5949 1.7984 19 6 19 6 0.99556 0.99886 0 8.0031 2.5452 19 6 44 5
+46 0 0.99755 0.99886 0.19939 4.5526 1.7793 19 6 10 4 0.9956 0.99886 0 7.9298 2.5289 19 6 44 5
+47 0 0.99763 0.99886 0 4.5168 1.7635 19 6 10 4 0.99563 0.99886 0 7.8585 2.5128 19 6 44 5
+48 0 0.99751 0.99886 0.19914 4.4923 1.7517 19 6 13 4 0.99568 0.99886 0 7.7898 2.4974 19 6 44 5
+49 0 0.99747 0.99886 0.09962 4.497 1.7563 19 6 14 5 0.9957 0.99886 0 7.7241 2.4824 19 6 44 5
+50 0 0.99731 0.99886 0 4.4765 1.7423 19 6 14 4 0.99577 0.99886 0 7.6604 2.468 19 6 44 5
+51 0 0.99751 0.99886 0 4.4765 1.7458 19 6 12 5 0.99577 0.99886 0 7.599 2.454 19 6 44 5
diff --git a/PartB/90Cross90Mut2El/aggregated_fn.tsv b/PartB/90Cross90Mut2El/aggregated_fn.tsv
new file mode 100644
index 0000000..e5c2e1c
--- /dev/null
+++ b/PartB/90Cross90Mut2El/aggregated_fn.tsv
@@ -0,0 +1,30 @@
+Run(RV)/(PV) CC CO OO OC
+0 999 123 1568 120
+1 673 481 1635 21
+2 1072 64 1189 485
+3 1051 63 1362 334
+4 1024 89 1538 159
+5 960 183 1404 263
+6 1102 27 1220 461
+7 1016 112 1580 102
+8 994 130 1573 113
+9 1039 89 1570 112
+
+Best Result:
+ CC CO OO OC
+ 999 123 1568 120
+Fitness: 0.998902
+Total results:
+ CC CO OO OC
+ 9930 1361 14639 2170
+
+Averaged results:
+ CC CO OO OC
+ 993 136 1463 217
+
+
+Average Hits Per Run: 2456
+Average Tests Per Run: 2810
+Average % Correct Per Run: 0.874021
+Total Hits(All runs combined): 24569
+Total Tests(All runs combined): 28100
diff --git a/PartB/90Cross90Mut2El/aggregated_runs.tsv b/PartB/90Cross90Mut2El/aggregated_runs.tsv
new file mode 100644
index 0000000..e56c0fe
--- /dev/null
+++ b/PartB/90Cross90Mut2El/aggregated_runs.tsv
@@ -0,0 +1,574 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =AVERAGE(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =AVERAGE(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =AVERAGE(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =AVERAGE(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =AVERAGE(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =AVERAGE(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =AVERAGE(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =AVERAGE(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =AVERAGE(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =AVERAGE(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =AVERAGE(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =AVERAGE(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =AVERAGE(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =AVERAGE(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =AVERAGE(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =AVERAGE(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =AVERAGE(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =AVERAGE(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =AVERAGE(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =STDEV.P(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =STDEV.P(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =STDEV.P(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =STDEV.P(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =STDEV.P(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =STDEV.P(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =STDEV.P(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =STDEV.P(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =STDEV.P(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =STDEV.P(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =STDEV.P(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =STDEV.P(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =STDEV.P(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =STDEV.P(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =STDEV.P(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =STDEV.P(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =STDEV.P(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =STDEV.P(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =STDEV.P(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52, a53) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52, b53) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52, c53) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52, d53) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52, e53) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52, f53) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52, g53) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52, h53) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52, i53) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52, j53) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52, k53) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52, l53) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52, m53) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52, n53) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52, o53) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52, p53) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52, q53) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52, r53) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52, s53) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52, t53)
+=AVERAGE(a65, a66, a67, a68, a69, a70, a71, a72, a73, a74) =AVERAGE(b65, b66, b67, b68, b69, b70, b71, b72, b73, b74) =AVERAGE(c65, c66, c67, c68, c69, c70, c71, c72, c73, c74) =AVERAGE(d65, d66, d67, d68, d69, d70, d71, d72, d73, d74) =AVERAGE(e65, e66, e67, e68, e69, e70, e71, e72, e73, e74) =AVERAGE(f65, f66, f67, f68, f69, f70, f71, f72, f73, f74) =AVERAGE(g65, g66, g67, g68, g69, g70, g71, g72, g73, g74) =AVERAGE(h65, h66, h67, h68, h69, h70, h71, h72, h73, h74) =AVERAGE(i65, i66, i67, i68, i69, i70, i71, i72, i73, i74) =AVERAGE(j65, j66, j67, j68, j69, j70, j71, j72, j73, j74) =AVERAGE(k65, k66, k67, k68, k69, k70, k71, k72, k73, k74) =AVERAGE(l65, l66, l67, l68, l69, l70, l71, l72, l73, l74) =AVERAGE(m65, m66, m67, m68, m69, m70, m71, m72, m73, m74) =AVERAGE(n65, n66, n67, n68, n69, n70, n71, n72, n73, n74) =AVERAGE(o65, o66, o67, o68, o69, o70, o71, o72, o73, o74) =AVERAGE(p65, p66, p67, p68, p69, p70, p71, p72, p73, p74) =AVERAGE(q65, q66, q67, q68, q69, q70, q71, q72, q73, q74) =AVERAGE(r65, r66, r67, r68, r69, r70, r71, r72, r73, r74) =AVERAGE(s65, s66, s67, s68, s69, s70, s71, s72, s73, s74) =AVERAGE(t65, t66, t67, t68, t69, t70, t71, t72, t73, t74) =STDEV.P(a65, a66, a67, a68, a69, a70, a71, a72, a73, a74) =STDEV.P(b65, b66, b67, b68, b69, b70, b71, b72, b73, b74) =STDEV.P(c65, c66, c67, c68, c69, c70, c71, c72, c73, c74) =STDEV.P(d65, d66, d67, d68, d69, d70, d71, d72, d73, d74) =STDEV.P(e65, e66, e67, e68, e69, e70, e71, e72, e73, e74) =STDEV.P(f65, f66, f67, f68, f69, f70, f71, f72, f73, f74) =STDEV.P(g65, g66, g67, g68, g69, g70, g71, g72, g73, g74) =STDEV.P(h65, h66, h67, h68, h69, h70, h71, h72, h73, h74) =STDEV.P(i65, i66, i67, i68, i69, i70, i71, i72, i73, i74) =STDEV.P(j65, j66, j67, j68, j69, j70, j71, j72, j73, j74) =STDEV.P(k65, k66, k67, k68, k69, k70, k71, k72, k73, k74) =STDEV.P(l65, l66, l67, l68, l69, l70, l71, l72, l73, l74) =STDEV.P(m65, m66, m67, m68, m69, m70, m71, m72, m73, m74) =STDEV.P(n65, n66, n67, n68, n69, n70, n71, n72, n73, n74) =STDEV.P(o65, o66, o67, o68, o69, o70, o71, o72, o73, o74) =STDEV.P(p65, p66, p67, p68, p69, p70, p71, p72, p73, p74) =STDEV.P(q65, q66, q67, q68, q69, q70, q71, q72, q73, q74) =STDEV.P(r65, r66, r67, r68, r69, r70, r71, r72, r73, r74) =STDEV.P(s65, s66, s67, s68, s69, s70, s71, s72, s73, s74) =STDEV.P(t65, t66, t67, t68, t69, t70, t71, t72, t73, t74)
+=AVERAGE(a75, a76, a77, a78, a79, a80, a81, a82, a83, a84) =AVERAGE(b75, b76, b77, b78, b79, b80, b81, b82, b83, b84) =AVERAGE(c75, c76, c77, c78, c79, c80, c81, c82, c83, c84) =AVERAGE(d75, d76, d77, d78, d79, d80, d81, d82, d83, d84) =AVERAGE(e75, e76, e77, e78, e79, e80, e81, e82, e83, e84) =AVERAGE(f75, f76, f77, f78, f79, f80, f81, f82, f83, f84) =AVERAGE(g75, g76, g77, g78, g79, g80, g81, g82, g83, g84) =AVERAGE(h75, h76, h77, h78, h79, h80, h81, h82, h83, h84) =AVERAGE(i75, i76, i77, i78, i79, i80, i81, i82, i83, i84) =AVERAGE(j75, j76, j77, j78, j79, j80, j81, j82, j83, j84) =AVERAGE(k75, k76, k77, k78, k79, k80, k81, k82, k83, k84) =AVERAGE(l75, l76, l77, l78, l79, l80, l81, l82, l83, l84) =AVERAGE(m75, m76, m77, m78, m79, m80, m81, m82, m83, m84) =AVERAGE(n75, n76, n77, n78, n79, n80, n81, n82, n83, n84) =AVERAGE(o75, o76, o77, o78, o79, o80, o81, o82, o83, o84) =AVERAGE(p75, p76, p77, p78, p79, p80, p81, p82, p83, p84) =AVERAGE(q75, q76, q77, q78, q79, q80, q81, q82, q83, q84) =AVERAGE(r75, r76, r77, r78, r79, r80, r81, r82, r83, r84) =AVERAGE(s75, s76, s77, s78, s79, s80, s81, s82, s83, s84) =AVERAGE(t75, t76, t77, t78, t79, t80, t81, t82, t83, t84) =STDEV.P(a75, a76, a77, a78, a79, a80, a81, a82, a83, a84) =STDEV.P(b75, b76, b77, b78, b79, b80, b81, b82, b83, b84) =STDEV.P(c75, c76, c77, c78, c79, c80, c81, c82, c83, c84) =STDEV.P(d75, d76, d77, d78, d79, d80, d81, d82, d83, d84) =STDEV.P(e75, e76, e77, e78, e79, e80, e81, e82, e83, e84) =STDEV.P(f75, f76, f77, f78, f79, f80, f81, f82, f83, f84) =STDEV.P(g75, g76, g77, g78, g79, g80, g81, g82, g83, g84) =STDEV.P(h75, h76, h77, h78, h79, h80, h81, h82, h83, h84) =STDEV.P(i75, i76, i77, i78, i79, i80, i81, i82, i83, i84) =STDEV.P(j75, j76, j77, j78, j79, j80, j81, j82, j83, j84) =STDEV.P(k75, k76, k77, k78, k79, k80, k81, k82, k83, k84) =STDEV.P(l75, l76, l77, l78, l79, l80, l81, l82, l83, l84) =STDEV.P(m75, m76, m77, m78, m79, m80, m81, m82, m83, m84) =STDEV.P(n75, n76, n77, n78, n79, n80, n81, n82, n83, n84) =STDEV.P(o75, o76, o77, o78, o79, o80, o81, o82, o83, o84) =STDEV.P(p75, p76, p77, p78, p79, p80, p81, p82, p83, p84) =STDEV.P(q75, q76, q77, q78, q79, q80, q81, q82, q83, q84) =STDEV.P(r75, r76, r77, r78, r79, r80, r81, r82, r83, r84) =STDEV.P(s75, s76, s77, s78, s79, s80, s81, s82, s83, s84) =STDEV.P(t75, t76, t77, t78, t79, t80, t81, t82, t83, t84)
+=AVERAGE(a85, a86, a87, a88, a89, a90, a91, a92, a93, a94) =AVERAGE(b85, b86, b87, b88, b89, b90, b91, b92, b93, b94) =AVERAGE(c85, c86, c87, c88, c89, c90, c91, c92, c93, c94) =AVERAGE(d85, d86, d87, d88, d89, d90, d91, d92, d93, d94) =AVERAGE(e85, e86, e87, e88, e89, e90, e91, e92, e93, e94) =AVERAGE(f85, f86, f87, f88, f89, f90, f91, f92, f93, f94) =AVERAGE(g85, g86, g87, g88, g89, g90, g91, g92, g93, g94) =AVERAGE(h85, h86, h87, h88, h89, h90, h91, h92, h93, h94) =AVERAGE(i85, i86, i87, i88, i89, i90, i91, i92, i93, i94) =AVERAGE(j85, j86, j87, j88, j89, j90, j91, j92, j93, j94) =AVERAGE(k85, k86, k87, k88, k89, k90, k91, k92, k93, k94) =AVERAGE(l85, l86, l87, l88, l89, l90, l91, l92, l93, l94) =AVERAGE(m85, m86, m87, m88, m89, m90, m91, m92, m93, m94) =AVERAGE(n85, n86, n87, n88, n89, n90, n91, n92, n93, n94) =AVERAGE(o85, o86, o87, o88, o89, o90, o91, o92, o93, o94) =AVERAGE(p85, p86, p87, p88, p89, p90, p91, p92, p93, p94) =AVERAGE(q85, q86, q87, q88, q89, q90, q91, q92, q93, q94) =AVERAGE(r85, r86, r87, r88, r89, r90, r91, r92, r93, r94) =AVERAGE(s85, s86, s87, s88, s89, s90, s91, s92, s93, s94) =AVERAGE(t85, t86, t87, t88, t89, t90, t91, t92, t93, t94) =STDEV.P(a85, a86, a87, a88, a89, a90, a91, a92, a93, a94) =STDEV.P(b85, b86, b87, b88, b89, b90, b91, b92, b93, b94) =STDEV.P(c85, c86, c87, c88, c89, c90, c91, c92, c93, c94) =STDEV.P(d85, d86, d87, d88, d89, d90, d91, d92, d93, d94) =STDEV.P(e85, e86, e87, e88, e89, e90, e91, e92, e93, e94) =STDEV.P(f85, f86, f87, f88, f89, f90, f91, f92, f93, f94) =STDEV.P(g85, g86, g87, g88, g89, g90, g91, g92, g93, g94) =STDEV.P(h85, h86, h87, h88, h89, h90, h91, h92, h93, h94) =STDEV.P(i85, i86, i87, i88, i89, i90, i91, i92, i93, i94) =STDEV.P(j85, j86, j87, j88, j89, j90, j91, j92, j93, j94) =STDEV.P(k85, k86, k87, k88, k89, k90, k91, k92, k93, k94) =STDEV.P(l85, l86, l87, l88, l89, l90, l91, l92, l93, l94) =STDEV.P(m85, m86, m87, m88, m89, m90, m91, m92, m93, m94) =STDEV.P(n85, n86, n87, n88, n89, n90, n91, n92, n93, n94) =STDEV.P(o85, o86, o87, o88, o89, o90, o91, o92, o93, o94) =STDEV.P(p85, p86, p87, p88, p89, p90, p91, p92, p93, p94) =STDEV.P(q85, q86, q87, q88, q89, q90, q91, q92, q93, q94) =STDEV.P(r85, r86, r87, r88, r89, r90, r91, r92, r93, r94) =STDEV.P(s85, s86, s87, s88, s89, s90, s91, s92, s93, s94) =STDEV.P(t85, t86, t87, t88, t89, t90, t91, t92, t93, t94)
+=AVERAGE(a95, a96, a97, a98, a99, a100, a101, a102, a103, a104) =AVERAGE(b95, b96, b97, b98, b99, b100, b101, b102, b103, b104) =AVERAGE(c95, c96, c97, c98, c99, c100, c101, c102, c103, c104) =AVERAGE(d95, d96, d97, d98, d99, d100, d101, d102, d103, d104) =AVERAGE(e95, e96, e97, e98, e99, e100, e101, e102, e103, e104) =AVERAGE(f95, f96, f97, f98, f99, f100, f101, f102, f103, f104) =AVERAGE(g95, g96, g97, g98, g99, g100, g101, g102, g103, g104) =AVERAGE(h95, h96, h97, h98, h99, h100, h101, h102, h103, h104) =AVERAGE(i95, i96, i97, i98, i99, i100, i101, i102, i103, i104) =AVERAGE(j95, j96, j97, j98, j99, j100, j101, j102, j103, j104) =AVERAGE(k95, k96, k97, k98, k99, k100, k101, k102, k103, k104) =AVERAGE(l95, l96, l97, l98, l99, l100, l101, l102, l103, l104) =AVERAGE(m95, m96, m97, m98, m99, m100, m101, m102, m103, m104) =AVERAGE(n95, n96, n97, n98, n99, n100, n101, n102, n103, n104) =AVERAGE(o95, o96, o97, o98, o99, o100, o101, o102, o103, o104) =AVERAGE(p95, p96, p97, p98, p99, p100, p101, p102, p103, p104) =AVERAGE(q95, q96, q97, q98, q99, q100, q101, q102, q103, q104) =AVERAGE(r95, r96, r97, r98, r99, r100, r101, r102, r103, r104) =AVERAGE(s95, s96, s97, s98, s99, s100, s101, s102, s103, s104) =AVERAGE(t95, t96, t97, t98, t99, t100, t101, t102, t103, t104) =STDEV.P(a95, a96, a97, a98, a99, a100, a101, a102, a103, a104) =STDEV.P(b95, b96, b97, b98, b99, b100, b101, b102, b103, b104) =STDEV.P(c95, c96, c97, c98, c99, c100, c101, c102, c103, c104) =STDEV.P(d95, d96, d97, d98, d99, d100, d101, d102, d103, d104) =STDEV.P(e95, e96, e97, e98, e99, e100, e101, e102, e103, e104) =STDEV.P(f95, f96, f97, f98, f99, f100, f101, f102, f103, f104) =STDEV.P(g95, g96, g97, g98, g99, g100, g101, g102, g103, g104) =STDEV.P(h95, h96, h97, h98, h99, h100, h101, h102, h103, h104) =STDEV.P(i95, i96, i97, i98, i99, i100, i101, i102, i103, i104) =STDEV.P(j95, j96, j97, j98, j99, j100, j101, j102, j103, j104) =STDEV.P(k95, k96, k97, k98, k99, k100, k101, k102, k103, k104) =STDEV.P(l95, l96, l97, l98, l99, l100, l101, l102, l103, l104) =STDEV.P(m95, m96, m97, m98, m99, m100, m101, m102, m103, m104) =STDEV.P(n95, n96, n97, n98, n99, n100, n101, n102, n103, n104) =STDEV.P(o95, o96, o97, o98, o99, o100, o101, o102, o103, o104) =STDEV.P(p95, p96, p97, p98, p99, p100, p101, p102, p103, p104) =STDEV.P(q95, q96, q97, q98, q99, q100, q101, q102, q103, q104) =STDEV.P(r95, r96, r97, r98, r99, r100, r101, r102, r103, r104) =STDEV.P(s95, s96, s97, s98, s99, s100, s101, s102, s103, s104) =STDEV.P(t95, t96, t97, t98, t99, t100, t101, t102, t103, t104)
+=AVERAGE(a105, a106, a107, a108, a109, a110, a111, a112, a113, a114) =AVERAGE(b105, b106, b107, b108, b109, b110, b111, b112, b113, b114) =AVERAGE(c105, c106, c107, c108, c109, c110, c111, c112, c113, c114) =AVERAGE(d105, d106, d107, d108, d109, d110, d111, d112, d113, d114) =AVERAGE(e105, e106, e107, e108, e109, e110, e111, e112, e113, e114) =AVERAGE(f105, f106, f107, f108, f109, f110, f111, f112, f113, f114) =AVERAGE(g105, g106, g107, g108, g109, g110, g111, g112, g113, g114) =AVERAGE(h105, h106, h107, h108, h109, h110, h111, h112, h113, h114) =AVERAGE(i105, i106, i107, i108, i109, i110, i111, i112, i113, i114) =AVERAGE(j105, j106, j107, j108, j109, j110, j111, j112, j113, j114) =AVERAGE(k105, k106, k107, k108, k109, k110, k111, k112, k113, k114) =AVERAGE(l105, l106, l107, l108, l109, l110, l111, l112, l113, l114) =AVERAGE(m105, m106, m107, m108, m109, m110, m111, m112, m113, m114) =AVERAGE(n105, n106, n107, n108, n109, n110, n111, n112, n113, n114) =AVERAGE(o105, o106, o107, o108, o109, o110, o111, o112, o113, o114) =AVERAGE(p105, p106, p107, p108, p109, p110, p111, p112, p113, p114) =AVERAGE(q105, q106, q107, q108, q109, q110, q111, q112, q113, q114) =AVERAGE(r105, r106, r107, r108, r109, r110, r111, r112, r113, r114) =AVERAGE(s105, s106, s107, s108, s109, s110, s111, s112, s113, s114) =AVERAGE(t105, t106, t107, t108, t109, t110, t111, t112, t113, t114) =STDEV.P(a105, a106, a107, a108, a109, a110, a111, a112, a113, a114) =STDEV.P(b105, b106, b107, b108, b109, b110, b111, b112, b113, b114) =STDEV.P(c105, c106, c107, c108, c109, c110, c111, c112, c113, c114) =STDEV.P(d105, d106, d107, d108, d109, d110, d111, d112, d113, d114) =STDEV.P(e105, e106, e107, e108, e109, e110, e111, e112, e113, e114) =STDEV.P(f105, f106, f107, f108, f109, f110, f111, f112, f113, f114) =STDEV.P(g105, g106, g107, g108, g109, g110, g111, g112, g113, g114) =STDEV.P(h105, h106, h107, h108, h109, h110, h111, h112, h113, h114) =STDEV.P(i105, i106, i107, i108, i109, i110, i111, i112, i113, i114) =STDEV.P(j105, j106, j107, j108, j109, j110, j111, j112, j113, j114) =STDEV.P(k105, k106, k107, k108, k109, k110, k111, k112, k113, k114) =STDEV.P(l105, l106, l107, l108, l109, l110, l111, l112, l113, l114) =STDEV.P(m105, m106, m107, m108, m109, m110, m111, m112, m113, m114) =STDEV.P(n105, n106, n107, n108, n109, n110, n111, n112, n113, n114) =STDEV.P(o105, o106, o107, o108, o109, o110, o111, o112, o113, o114) =STDEV.P(p105, p106, p107, p108, p109, p110, p111, p112, p113, p114) =STDEV.P(q105, q106, q107, q108, q109, q110, q111, q112, q113, q114) =STDEV.P(r105, r106, r107, r108, r109, r110, r111, r112, r113, r114) =STDEV.P(s105, s106, s107, s108, s109, s110, s111, s112, s113, s114) =STDEV.P(t105, t106, t107, t108, t109, t110, t111, t112, t113, t114)
+=AVERAGE(a115, a116, a117, a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b115, b116, b117, b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c115, c116, c117, c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d115, d116, d117, d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e115, e116, e117, e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f115, f116, f117, f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g115, g116, g117, g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h115, h116, h117, h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i115, i116, i117, i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j115, j116, j117, j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k115, k116, k117, k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l115, l116, l117, l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m115, m116, m117, m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n115, n116, n117, n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o115, o116, o117, o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p115, p116, p117, p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q115, q116, q117, q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r115, r116, r117, r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s115, s116, s117, s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t115, t116, t117, t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a115, a116, a117, a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b115, b116, b117, b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c115, c116, c117, c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d115, d116, d117, d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e115, e116, e117, e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f115, f116, f117, f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g115, g116, g117, g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h115, h116, h117, h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i115, i116, i117, i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j115, j116, j117, j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k115, k116, k117, k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l115, l116, l117, l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m115, m116, m117, m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n115, n116, n117, n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o115, o116, o117, o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p115, p116, p117, p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q115, q116, q117, q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r115, r116, r117, r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s115, s116, s117, s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t115, t116, t117, t118, t119, t120, t121, t122, t123, t124)
+=AVERAGE(a125, a126, a127, a128, a129, a130, a131, a132, a133, a134) =AVERAGE(b125, b126, b127, b128, b129, b130, b131, b132, b133, b134) =AVERAGE(c125, c126, c127, c128, c129, c130, c131, c132, c133, c134) =AVERAGE(d125, d126, d127, d128, d129, d130, d131, d132, d133, d134) =AVERAGE(e125, e126, e127, e128, e129, e130, e131, e132, e133, e134) =AVERAGE(f125, f126, f127, f128, f129, f130, f131, f132, f133, f134) =AVERAGE(g125, g126, g127, g128, g129, g130, g131, g132, g133, g134) =AVERAGE(h125, h126, h127, h128, h129, h130, h131, h132, h133, h134) =AVERAGE(i125, i126, i127, i128, i129, i130, i131, i132, i133, i134) =AVERAGE(j125, j126, j127, j128, j129, j130, j131, j132, j133, j134) =AVERAGE(k125, k126, k127, k128, k129, k130, k131, k132, k133, k134) =AVERAGE(l125, l126, l127, l128, l129, l130, l131, l132, l133, l134) =AVERAGE(m125, m126, m127, m128, m129, m130, m131, m132, m133, m134) =AVERAGE(n125, n126, n127, n128, n129, n130, n131, n132, n133, n134) =AVERAGE(o125, o126, o127, o128, o129, o130, o131, o132, o133, o134) =AVERAGE(p125, p126, p127, p128, p129, p130, p131, p132, p133, p134) =AVERAGE(q125, q126, q127, q128, q129, q130, q131, q132, q133, q134) =AVERAGE(r125, r126, r127, r128, r129, r130, r131, r132, r133, r134) =AVERAGE(s125, s126, s127, s128, s129, s130, s131, s132, s133, s134) =AVERAGE(t125, t126, t127, t128, t129, t130, t131, t132, t133, t134) =STDEV.P(a125, a126, a127, a128, a129, a130, a131, a132, a133, a134) =STDEV.P(b125, b126, b127, b128, b129, b130, b131, b132, b133, b134) =STDEV.P(c125, c126, c127, c128, c129, c130, c131, c132, c133, c134) =STDEV.P(d125, d126, d127, d128, d129, d130, d131, d132, d133, d134) =STDEV.P(e125, e126, e127, e128, e129, e130, e131, e132, e133, e134) =STDEV.P(f125, f126, f127, f128, f129, f130, f131, f132, f133, f134) =STDEV.P(g125, g126, g127, g128, g129, g130, g131, g132, g133, g134) =STDEV.P(h125, h126, h127, h128, h129, h130, h131, h132, h133, h134) =STDEV.P(i125, i126, i127, i128, i129, i130, i131, i132, i133, i134) =STDEV.P(j125, j126, j127, j128, j129, j130, j131, j132, j133, j134) =STDEV.P(k125, k126, k127, k128, k129, k130, k131, k132, k133, k134) =STDEV.P(l125, l126, l127, l128, l129, l130, l131, l132, l133, l134) =STDEV.P(m125, m126, m127, m128, m129, m130, m131, m132, m133, m134) =STDEV.P(n125, n126, n127, n128, n129, n130, n131, n132, n133, n134) =STDEV.P(o125, o126, o127, o128, o129, o130, o131, o132, o133, o134) =STDEV.P(p125, p126, p127, p128, p129, p130, p131, p132, p133, p134) =STDEV.P(q125, q126, q127, q128, q129, q130, q131, q132, q133, q134) =STDEV.P(r125, r126, r127, r128, r129, r130, r131, r132, r133, r134) =STDEV.P(s125, s126, s127, s128, s129, s130, s131, s132, s133, s134) =STDEV.P(t125, t126, t127, t128, t129, t130, t131, t132, t133, t134)
+=AVERAGE(a135, a136, a137, a138, a139, a140, a141, a142, a143, a144) =AVERAGE(b135, b136, b137, b138, b139, b140, b141, b142, b143, b144) =AVERAGE(c135, c136, c137, c138, c139, c140, c141, c142, c143, c144) =AVERAGE(d135, d136, d137, d138, d139, d140, d141, d142, d143, d144) =AVERAGE(e135, e136, e137, e138, e139, e140, e141, e142, e143, e144) =AVERAGE(f135, f136, f137, f138, f139, f140, f141, f142, f143, f144) =AVERAGE(g135, g136, g137, g138, g139, g140, g141, g142, g143, g144) =AVERAGE(h135, h136, h137, h138, h139, h140, h141, h142, h143, h144) =AVERAGE(i135, i136, i137, i138, i139, i140, i141, i142, i143, i144) =AVERAGE(j135, j136, j137, j138, j139, j140, j141, j142, j143, j144) =AVERAGE(k135, k136, k137, k138, k139, k140, k141, k142, k143, k144) =AVERAGE(l135, l136, l137, l138, l139, l140, l141, l142, l143, l144) =AVERAGE(m135, m136, m137, m138, m139, m140, m141, m142, m143, m144) =AVERAGE(n135, n136, n137, n138, n139, n140, n141, n142, n143, n144) =AVERAGE(o135, o136, o137, o138, o139, o140, o141, o142, o143, o144) =AVERAGE(p135, p136, p137, p138, p139, p140, p141, p142, p143, p144) =AVERAGE(q135, q136, q137, q138, q139, q140, q141, q142, q143, q144) =AVERAGE(r135, r136, r137, r138, r139, r140, r141, r142, r143, r144) =AVERAGE(s135, s136, s137, s138, s139, s140, s141, s142, s143, s144) =AVERAGE(t135, t136, t137, t138, t139, t140, t141, t142, t143, t144) =STDEV.P(a135, a136, a137, a138, a139, a140, a141, a142, a143, a144) =STDEV.P(b135, b136, b137, b138, b139, b140, b141, b142, b143, b144) =STDEV.P(c135, c136, c137, c138, c139, c140, c141, c142, c143, c144) =STDEV.P(d135, d136, d137, d138, d139, d140, d141, d142, d143, d144) =STDEV.P(e135, e136, e137, e138, e139, e140, e141, e142, e143, e144) =STDEV.P(f135, f136, f137, f138, f139, f140, f141, f142, f143, f144) =STDEV.P(g135, g136, g137, g138, g139, g140, g141, g142, g143, g144) =STDEV.P(h135, h136, h137, h138, h139, h140, h141, h142, h143, h144) =STDEV.P(i135, i136, i137, i138, i139, i140, i141, i142, i143, i144) =STDEV.P(j135, j136, j137, j138, j139, j140, j141, j142, j143, j144) =STDEV.P(k135, k136, k137, k138, k139, k140, k141, k142, k143, k144) =STDEV.P(l135, l136, l137, l138, l139, l140, l141, l142, l143, l144) =STDEV.P(m135, m136, m137, m138, m139, m140, m141, m142, m143, m144) =STDEV.P(n135, n136, n137, n138, n139, n140, n141, n142, n143, n144) =STDEV.P(o135, o136, o137, o138, o139, o140, o141, o142, o143, o144) =STDEV.P(p135, p136, p137, p138, p139, p140, p141, p142, p143, p144) =STDEV.P(q135, q136, q137, q138, q139, q140, q141, q142, q143, q144) =STDEV.P(r135, r136, r137, r138, r139, r140, r141, r142, r143, r144) =STDEV.P(s135, s136, s137, s138, s139, s140, s141, s142, s143, s144) =STDEV.P(t135, t136, t137, t138, t139, t140, t141, t142, t143, t144)
+=AVERAGE(a145, a146, a147, a148, a149, a150, a151, a152, a153, a154) =AVERAGE(b145, b146, b147, b148, b149, b150, b151, b152, b153, b154) =AVERAGE(c145, c146, c147, c148, c149, c150, c151, c152, c153, c154) =AVERAGE(d145, d146, d147, d148, d149, d150, d151, d152, d153, d154) =AVERAGE(e145, e146, e147, e148, e149, e150, e151, e152, e153, e154) =AVERAGE(f145, f146, f147, f148, f149, f150, f151, f152, f153, f154) =AVERAGE(g145, g146, g147, g148, g149, g150, g151, g152, g153, g154) =AVERAGE(h145, h146, h147, h148, h149, h150, h151, h152, h153, h154) =AVERAGE(i145, i146, i147, i148, i149, i150, i151, i152, i153, i154) =AVERAGE(j145, j146, j147, j148, j149, j150, j151, j152, j153, j154) =AVERAGE(k145, k146, k147, k148, k149, k150, k151, k152, k153, k154) =AVERAGE(l145, l146, l147, l148, l149, l150, l151, l152, l153, l154) =AVERAGE(m145, m146, m147, m148, m149, m150, m151, m152, m153, m154) =AVERAGE(n145, n146, n147, n148, n149, n150, n151, n152, n153, n154) =AVERAGE(o145, o146, o147, o148, o149, o150, o151, o152, o153, o154) =AVERAGE(p145, p146, p147, p148, p149, p150, p151, p152, p153, p154) =AVERAGE(q145, q146, q147, q148, q149, q150, q151, q152, q153, q154) =AVERAGE(r145, r146, r147, r148, r149, r150, r151, r152, r153, r154) =AVERAGE(s145, s146, s147, s148, s149, s150, s151, s152, s153, s154) =AVERAGE(t145, t146, t147, t148, t149, t150, t151, t152, t153, t154) =STDEV.P(a145, a146, a147, a148, a149, a150, a151, a152, a153, a154) =STDEV.P(b145, b146, b147, b148, b149, b150, b151, b152, b153, b154) =STDEV.P(c145, c146, c147, c148, c149, c150, c151, c152, c153, c154) =STDEV.P(d145, d146, d147, d148, d149, d150, d151, d152, d153, d154) =STDEV.P(e145, e146, e147, e148, e149, e150, e151, e152, e153, e154) =STDEV.P(f145, f146, f147, f148, f149, f150, f151, f152, f153, f154) =STDEV.P(g145, g146, g147, g148, g149, g150, g151, g152, g153, g154) =STDEV.P(h145, h146, h147, h148, h149, h150, h151, h152, h153, h154) =STDEV.P(i145, i146, i147, i148, i149, i150, i151, i152, i153, i154) =STDEV.P(j145, j146, j147, j148, j149, j150, j151, j152, j153, j154) =STDEV.P(k145, k146, k147, k148, k149, k150, k151, k152, k153, k154) =STDEV.P(l145, l146, l147, l148, l149, l150, l151, l152, l153, l154) =STDEV.P(m145, m146, m147, m148, m149, m150, m151, m152, m153, m154) =STDEV.P(n145, n146, n147, n148, n149, n150, n151, n152, n153, n154) =STDEV.P(o145, o146, o147, o148, o149, o150, o151, o152, o153, o154) =STDEV.P(p145, p146, p147, p148, p149, p150, p151, p152, p153, p154) =STDEV.P(q145, q146, q147, q148, q149, q150, q151, q152, q153, q154) =STDEV.P(r145, r146, r147, r148, r149, r150, r151, r152, r153, r154) =STDEV.P(s145, s146, s147, s148, s149, s150, s151, s152, s153, s154) =STDEV.P(t145, t146, t147, t148, t149, t150, t151, t152, t153, t154)
+=AVERAGE(a155, a156, a157, a158, a159, a160, a161, a162, a163, a164) =AVERAGE(b155, b156, b157, b158, b159, b160, b161, b162, b163, b164) =AVERAGE(c155, c156, c157, c158, c159, c160, c161, c162, c163, c164) =AVERAGE(d155, d156, d157, d158, d159, d160, d161, d162, d163, d164) =AVERAGE(e155, e156, e157, e158, e159, e160, e161, e162, e163, e164) =AVERAGE(f155, f156, f157, f158, f159, f160, f161, f162, f163, f164) =AVERAGE(g155, g156, g157, g158, g159, g160, g161, g162, g163, g164) =AVERAGE(h155, h156, h157, h158, h159, h160, h161, h162, h163, h164) =AVERAGE(i155, i156, i157, i158, i159, i160, i161, i162, i163, i164) =AVERAGE(j155, j156, j157, j158, j159, j160, j161, j162, j163, j164) =AVERAGE(k155, k156, k157, k158, k159, k160, k161, k162, k163, k164) =AVERAGE(l155, l156, l157, l158, l159, l160, l161, l162, l163, l164) =AVERAGE(m155, m156, m157, m158, m159, m160, m161, m162, m163, m164) =AVERAGE(n155, n156, n157, n158, n159, n160, n161, n162, n163, n164) =AVERAGE(o155, o156, o157, o158, o159, o160, o161, o162, o163, o164) =AVERAGE(p155, p156, p157, p158, p159, p160, p161, p162, p163, p164) =AVERAGE(q155, q156, q157, q158, q159, q160, q161, q162, q163, q164) =AVERAGE(r155, r156, r157, r158, r159, r160, r161, r162, r163, r164) =AVERAGE(s155, s156, s157, s158, s159, s160, s161, s162, s163, s164) =AVERAGE(t155, t156, t157, t158, t159, t160, t161, t162, t163, t164) =STDEV.P(a155, a156, a157, a158, a159, a160, a161, a162, a163, a164) =STDEV.P(b155, b156, b157, b158, b159, b160, b161, b162, b163, b164) =STDEV.P(c155, c156, c157, c158, c159, c160, c161, c162, c163, c164) =STDEV.P(d155, d156, d157, d158, d159, d160, d161, d162, d163, d164) =STDEV.P(e155, e156, e157, e158, e159, e160, e161, e162, e163, e164) =STDEV.P(f155, f156, f157, f158, f159, f160, f161, f162, f163, f164) =STDEV.P(g155, g156, g157, g158, g159, g160, g161, g162, g163, g164) =STDEV.P(h155, h156, h157, h158, h159, h160, h161, h162, h163, h164) =STDEV.P(i155, i156, i157, i158, i159, i160, i161, i162, i163, i164) =STDEV.P(j155, j156, j157, j158, j159, j160, j161, j162, j163, j164) =STDEV.P(k155, k156, k157, k158, k159, k160, k161, k162, k163, k164) =STDEV.P(l155, l156, l157, l158, l159, l160, l161, l162, l163, l164) =STDEV.P(m155, m156, m157, m158, m159, m160, m161, m162, m163, m164) =STDEV.P(n155, n156, n157, n158, n159, n160, n161, n162, n163, n164) =STDEV.P(o155, o156, o157, o158, o159, o160, o161, o162, o163, o164) =STDEV.P(p155, p156, p157, p158, p159, p160, p161, p162, p163, p164) =STDEV.P(q155, q156, q157, q158, q159, q160, q161, q162, q163, q164) =STDEV.P(r155, r156, r157, r158, r159, r160, r161, r162, r163, r164) =STDEV.P(s155, s156, s157, s158, s159, s160, s161, s162, s163, s164) =STDEV.P(t155, t156, t157, t158, t159, t160, t161, t162, t163, t164)
+=AVERAGE(a165, a166, a167, a168, a169, a170, a171, a172, a173, a174) =AVERAGE(b165, b166, b167, b168, b169, b170, b171, b172, b173, b174) =AVERAGE(c165, c166, c167, c168, c169, c170, c171, c172, c173, c174) =AVERAGE(d165, d166, d167, d168, d169, d170, d171, d172, d173, d174) =AVERAGE(e165, e166, e167, e168, e169, e170, e171, e172, e173, e174) =AVERAGE(f165, f166, f167, f168, f169, f170, f171, f172, f173, f174) =AVERAGE(g165, g166, g167, g168, g169, g170, g171, g172, g173, g174) =AVERAGE(h165, h166, h167, h168, h169, h170, h171, h172, h173, h174) =AVERAGE(i165, i166, i167, i168, i169, i170, i171, i172, i173, i174) =AVERAGE(j165, j166, j167, j168, j169, j170, j171, j172, j173, j174) =AVERAGE(k165, k166, k167, k168, k169, k170, k171, k172, k173, k174) =AVERAGE(l165, l166, l167, l168, l169, l170, l171, l172, l173, l174) =AVERAGE(m165, m166, m167, m168, m169, m170, m171, m172, m173, m174) =AVERAGE(n165, n166, n167, n168, n169, n170, n171, n172, n173, n174) =AVERAGE(o165, o166, o167, o168, o169, o170, o171, o172, o173, o174) =AVERAGE(p165, p166, p167, p168, p169, p170, p171, p172, p173, p174) =AVERAGE(q165, q166, q167, q168, q169, q170, q171, q172, q173, q174) =AVERAGE(r165, r166, r167, r168, r169, r170, r171, r172, r173, r174) =AVERAGE(s165, s166, s167, s168, s169, s170, s171, s172, s173, s174) =AVERAGE(t165, t166, t167, t168, t169, t170, t171, t172, t173, t174) =STDEV.P(a165, a166, a167, a168, a169, a170, a171, a172, a173, a174) =STDEV.P(b165, b166, b167, b168, b169, b170, b171, b172, b173, b174) =STDEV.P(c165, c166, c167, c168, c169, c170, c171, c172, c173, c174) =STDEV.P(d165, d166, d167, d168, d169, d170, d171, d172, d173, d174) =STDEV.P(e165, e166, e167, e168, e169, e170, e171, e172, e173, e174) =STDEV.P(f165, f166, f167, f168, f169, f170, f171, f172, f173, f174) =STDEV.P(g165, g166, g167, g168, g169, g170, g171, g172, g173, g174) =STDEV.P(h165, h166, h167, h168, h169, h170, h171, h172, h173, h174) =STDEV.P(i165, i166, i167, i168, i169, i170, i171, i172, i173, i174) =STDEV.P(j165, j166, j167, j168, j169, j170, j171, j172, j173, j174) =STDEV.P(k165, k166, k167, k168, k169, k170, k171, k172, k173, k174) =STDEV.P(l165, l166, l167, l168, l169, l170, l171, l172, l173, l174) =STDEV.P(m165, m166, m167, m168, m169, m170, m171, m172, m173, m174) =STDEV.P(n165, n166, n167, n168, n169, n170, n171, n172, n173, n174) =STDEV.P(o165, o166, o167, o168, o169, o170, o171, o172, o173, o174) =STDEV.P(p165, p166, p167, p168, p169, p170, p171, p172, p173, p174) =STDEV.P(q165, q166, q167, q168, q169, q170, q171, q172, q173, q174) =STDEV.P(r165, r166, r167, r168, r169, r170, r171, r172, r173, r174) =STDEV.P(s165, s166, s167, s168, s169, s170, s171, s172, s173, s174) =STDEV.P(t165, t166, t167, t168, t169, t170, t171, t172, t173, t174)
+=AVERAGE(a175, a176, a177, a178, a179, a180, a181, a182, a183, a184) =AVERAGE(b175, b176, b177, b178, b179, b180, b181, b182, b183, b184) =AVERAGE(c175, c176, c177, c178, c179, c180, c181, c182, c183, c184) =AVERAGE(d175, d176, d177, d178, d179, d180, d181, d182, d183, d184) =AVERAGE(e175, e176, e177, e178, e179, e180, e181, e182, e183, e184) =AVERAGE(f175, f176, f177, f178, f179, f180, f181, f182, f183, f184) =AVERAGE(g175, g176, g177, g178, g179, g180, g181, g182, g183, g184) =AVERAGE(h175, h176, h177, h178, h179, h180, h181, h182, h183, h184) =AVERAGE(i175, i176, i177, i178, i179, i180, i181, i182, i183, i184) =AVERAGE(j175, j176, j177, j178, j179, j180, j181, j182, j183, j184) =AVERAGE(k175, k176, k177, k178, k179, k180, k181, k182, k183, k184) =AVERAGE(l175, l176, l177, l178, l179, l180, l181, l182, l183, l184) =AVERAGE(m175, m176, m177, m178, m179, m180, m181, m182, m183, m184) =AVERAGE(n175, n176, n177, n178, n179, n180, n181, n182, n183, n184) =AVERAGE(o175, o176, o177, o178, o179, o180, o181, o182, o183, o184) =AVERAGE(p175, p176, p177, p178, p179, p180, p181, p182, p183, p184) =AVERAGE(q175, q176, q177, q178, q179, q180, q181, q182, q183, q184) =AVERAGE(r175, r176, r177, r178, r179, r180, r181, r182, r183, r184) =AVERAGE(s175, s176, s177, s178, s179, s180, s181, s182, s183, s184) =AVERAGE(t175, t176, t177, t178, t179, t180, t181, t182, t183, t184) =STDEV.P(a175, a176, a177, a178, a179, a180, a181, a182, a183, a184) =STDEV.P(b175, b176, b177, b178, b179, b180, b181, b182, b183, b184) =STDEV.P(c175, c176, c177, c178, c179, c180, c181, c182, c183, c184) =STDEV.P(d175, d176, d177, d178, d179, d180, d181, d182, d183, d184) =STDEV.P(e175, e176, e177, e178, e179, e180, e181, e182, e183, e184) =STDEV.P(f175, f176, f177, f178, f179, f180, f181, f182, f183, f184) =STDEV.P(g175, g176, g177, g178, g179, g180, g181, g182, g183, g184) =STDEV.P(h175, h176, h177, h178, h179, h180, h181, h182, h183, h184) =STDEV.P(i175, i176, i177, i178, i179, i180, i181, i182, i183, i184) =STDEV.P(j175, j176, j177, j178, j179, j180, j181, j182, j183, j184) =STDEV.P(k175, k176, k177, k178, k179, k180, k181, k182, k183, k184) =STDEV.P(l175, l176, l177, l178, l179, l180, l181, l182, l183, l184) =STDEV.P(m175, m176, m177, m178, m179, m180, m181, m182, m183, m184) =STDEV.P(n175, n176, n177, n178, n179, n180, n181, n182, n183, n184) =STDEV.P(o175, o176, o177, o178, o179, o180, o181, o182, o183, o184) =STDEV.P(p175, p176, p177, p178, p179, p180, p181, p182, p183, p184) =STDEV.P(q175, q176, q177, q178, q179, q180, q181, q182, q183, q184) =STDEV.P(r175, r176, r177, r178, r179, r180, r181, r182, r183, r184) =STDEV.P(s175, s176, s177, s178, s179, s180, s181, s182, s183, s184) =STDEV.P(t175, t176, t177, t178, t179, t180, t181, t182, t183, t184)
+=AVERAGE(a185, a186, a187, a188, a189, a190, a191, a192, a193, a194) =AVERAGE(b185, b186, b187, b188, b189, b190, b191, b192, b193, b194) =AVERAGE(c185, c186, c187, c188, c189, c190, c191, c192, c193, c194) =AVERAGE(d185, d186, d187, d188, d189, d190, d191, d192, d193, d194) =AVERAGE(e185, e186, e187, e188, e189, e190, e191, e192, e193, e194) =AVERAGE(f185, f186, f187, f188, f189, f190, f191, f192, f193, f194) =AVERAGE(g185, g186, g187, g188, g189, g190, g191, g192, g193, g194) =AVERAGE(h185, h186, h187, h188, h189, h190, h191, h192, h193, h194) =AVERAGE(i185, i186, i187, i188, i189, i190, i191, i192, i193, i194) =AVERAGE(j185, j186, j187, j188, j189, j190, j191, j192, j193, j194) =AVERAGE(k185, k186, k187, k188, k189, k190, k191, k192, k193, k194) =AVERAGE(l185, l186, l187, l188, l189, l190, l191, l192, l193, l194) =AVERAGE(m185, m186, m187, m188, m189, m190, m191, m192, m193, m194) =AVERAGE(n185, n186, n187, n188, n189, n190, n191, n192, n193, n194) =AVERAGE(o185, o186, o187, o188, o189, o190, o191, o192, o193, o194) =AVERAGE(p185, p186, p187, p188, p189, p190, p191, p192, p193, p194) =AVERAGE(q185, q186, q187, q188, q189, q190, q191, q192, q193, q194) =AVERAGE(r185, r186, r187, r188, r189, r190, r191, r192, r193, r194) =AVERAGE(s185, s186, s187, s188, s189, s190, s191, s192, s193, s194) =AVERAGE(t185, t186, t187, t188, t189, t190, t191, t192, t193, t194) =STDEV.P(a185, a186, a187, a188, a189, a190, a191, a192, a193, a194) =STDEV.P(b185, b186, b187, b188, b189, b190, b191, b192, b193, b194) =STDEV.P(c185, c186, c187, c188, c189, c190, c191, c192, c193, c194) =STDEV.P(d185, d186, d187, d188, d189, d190, d191, d192, d193, d194) =STDEV.P(e185, e186, e187, e188, e189, e190, e191, e192, e193, e194) =STDEV.P(f185, f186, f187, f188, f189, f190, f191, f192, f193, f194) =STDEV.P(g185, g186, g187, g188, g189, g190, g191, g192, g193, g194) =STDEV.P(h185, h186, h187, h188, h189, h190, h191, h192, h193, h194) =STDEV.P(i185, i186, i187, i188, i189, i190, i191, i192, i193, i194) =STDEV.P(j185, j186, j187, j188, j189, j190, j191, j192, j193, j194) =STDEV.P(k185, k186, k187, k188, k189, k190, k191, k192, k193, k194) =STDEV.P(l185, l186, l187, l188, l189, l190, l191, l192, l193, l194) =STDEV.P(m185, m186, m187, m188, m189, m190, m191, m192, m193, m194) =STDEV.P(n185, n186, n187, n188, n189, n190, n191, n192, n193, n194) =STDEV.P(o185, o186, o187, o188, o189, o190, o191, o192, o193, o194) =STDEV.P(p185, p186, p187, p188, p189, p190, p191, p192, p193, p194) =STDEV.P(q185, q186, q187, q188, q189, q190, q191, q192, q193, q194) =STDEV.P(r185, r186, r187, r188, r189, r190, r191, r192, r193, r194) =STDEV.P(s185, s186, s187, s188, s189, s190, s191, s192, s193, s194) =STDEV.P(t185, t186, t187, t188, t189, t190, t191, t192, t193, t194)
+=AVERAGE(a195, a196, a197, a198, a199, a200, a201, a202, a203, a204) =AVERAGE(b195, b196, b197, b198, b199, b200, b201, b202, b203, b204) =AVERAGE(c195, c196, c197, c198, c199, c200, c201, c202, c203, c204) =AVERAGE(d195, d196, d197, d198, d199, d200, d201, d202, d203, d204) =AVERAGE(e195, e196, e197, e198, e199, e200, e201, e202, e203, e204) =AVERAGE(f195, f196, f197, f198, f199, f200, f201, f202, f203, f204) =AVERAGE(g195, g196, g197, g198, g199, g200, g201, g202, g203, g204) =AVERAGE(h195, h196, h197, h198, h199, h200, h201, h202, h203, h204) =AVERAGE(i195, i196, i197, i198, i199, i200, i201, i202, i203, i204) =AVERAGE(j195, j196, j197, j198, j199, j200, j201, j202, j203, j204) =AVERAGE(k195, k196, k197, k198, k199, k200, k201, k202, k203, k204) =AVERAGE(l195, l196, l197, l198, l199, l200, l201, l202, l203, l204) =AVERAGE(m195, m196, m197, m198, m199, m200, m201, m202, m203, m204) =AVERAGE(n195, n196, n197, n198, n199, n200, n201, n202, n203, n204) =AVERAGE(o195, o196, o197, o198, o199, o200, o201, o202, o203, o204) =AVERAGE(p195, p196, p197, p198, p199, p200, p201, p202, p203, p204) =AVERAGE(q195, q196, q197, q198, q199, q200, q201, q202, q203, q204) =AVERAGE(r195, r196, r197, r198, r199, r200, r201, r202, r203, r204) =AVERAGE(s195, s196, s197, s198, s199, s200, s201, s202, s203, s204) =AVERAGE(t195, t196, t197, t198, t199, t200, t201, t202, t203, t204) =STDEV.P(a195, a196, a197, a198, a199, a200, a201, a202, a203, a204) =STDEV.P(b195, b196, b197, b198, b199, b200, b201, b202, b203, b204) =STDEV.P(c195, c196, c197, c198, c199, c200, c201, c202, c203, c204) =STDEV.P(d195, d196, d197, d198, d199, d200, d201, d202, d203, d204) =STDEV.P(e195, e196, e197, e198, e199, e200, e201, e202, e203, e204) =STDEV.P(f195, f196, f197, f198, f199, f200, f201, f202, f203, f204) =STDEV.P(g195, g196, g197, g198, g199, g200, g201, g202, g203, g204) =STDEV.P(h195, h196, h197, h198, h199, h200, h201, h202, h203, h204) =STDEV.P(i195, i196, i197, i198, i199, i200, i201, i202, i203, i204) =STDEV.P(j195, j196, j197, j198, j199, j200, j201, j202, j203, j204) =STDEV.P(k195, k196, k197, k198, k199, k200, k201, k202, k203, k204) =STDEV.P(l195, l196, l197, l198, l199, l200, l201, l202, l203, l204) =STDEV.P(m195, m196, m197, m198, m199, m200, m201, m202, m203, m204) =STDEV.P(n195, n196, n197, n198, n199, n200, n201, n202, n203, n204) =STDEV.P(o195, o196, o197, o198, o199, o200, o201, o202, o203, o204) =STDEV.P(p195, p196, p197, p198, p199, p200, p201, p202, p203, p204) =STDEV.P(q195, q196, q197, q198, q199, q200, q201, q202, q203, q204) =STDEV.P(r195, r196, r197, r198, r199, r200, r201, r202, r203, r204) =STDEV.P(s195, s196, s197, s198, s199, s200, s201, s202, s203, s204) =STDEV.P(t195, t196, t197, t198, t199, t200, t201, t202, t203, t204)
+=AVERAGE(a205, a206, a207, a208, a209, a210, a211, a212, a213, a214) =AVERAGE(b205, b206, b207, b208, b209, b210, b211, b212, b213, b214) =AVERAGE(c205, c206, c207, c208, c209, c210, c211, c212, c213, c214) =AVERAGE(d205, d206, d207, d208, d209, d210, d211, d212, d213, d214) =AVERAGE(e205, e206, e207, e208, e209, e210, e211, e212, e213, e214) =AVERAGE(f205, f206, f207, f208, f209, f210, f211, f212, f213, f214) =AVERAGE(g205, g206, g207, g208, g209, g210, g211, g212, g213, g214) =AVERAGE(h205, h206, h207, h208, h209, h210, h211, h212, h213, h214) =AVERAGE(i205, i206, i207, i208, i209, i210, i211, i212, i213, i214) =AVERAGE(j205, j206, j207, j208, j209, j210, j211, j212, j213, j214) =AVERAGE(k205, k206, k207, k208, k209, k210, k211, k212, k213, k214) =AVERAGE(l205, l206, l207, l208, l209, l210, l211, l212, l213, l214) =AVERAGE(m205, m206, m207, m208, m209, m210, m211, m212, m213, m214) =AVERAGE(n205, n206, n207, n208, n209, n210, n211, n212, n213, n214) =AVERAGE(o205, o206, o207, o208, o209, o210, o211, o212, o213, o214) =AVERAGE(p205, p206, p207, p208, p209, p210, p211, p212, p213, p214) =AVERAGE(q205, q206, q207, q208, q209, q210, q211, q212, q213, q214) =AVERAGE(r205, r206, r207, r208, r209, r210, r211, r212, r213, r214) =AVERAGE(s205, s206, s207, s208, s209, s210, s211, s212, s213, s214) =AVERAGE(t205, t206, t207, t208, t209, t210, t211, t212, t213, t214) =STDEV.P(a205, a206, a207, a208, a209, a210, a211, a212, a213, a214) =STDEV.P(b205, b206, b207, b208, b209, b210, b211, b212, b213, b214) =STDEV.P(c205, c206, c207, c208, c209, c210, c211, c212, c213, c214) =STDEV.P(d205, d206, d207, d208, d209, d210, d211, d212, d213, d214) =STDEV.P(e205, e206, e207, e208, e209, e210, e211, e212, e213, e214) =STDEV.P(f205, f206, f207, f208, f209, f210, f211, f212, f213, f214) =STDEV.P(g205, g206, g207, g208, g209, g210, g211, g212, g213, g214) =STDEV.P(h205, h206, h207, h208, h209, h210, h211, h212, h213, h214) =STDEV.P(i205, i206, i207, i208, i209, i210, i211, i212, i213, i214) =STDEV.P(j205, j206, j207, j208, j209, j210, j211, j212, j213, j214) =STDEV.P(k205, k206, k207, k208, k209, k210, k211, k212, k213, k214) =STDEV.P(l205, l206, l207, l208, l209, l210, l211, l212, l213, l214) =STDEV.P(m205, m206, m207, m208, m209, m210, m211, m212, m213, m214) =STDEV.P(n205, n206, n207, n208, n209, n210, n211, n212, n213, n214) =STDEV.P(o205, o206, o207, o208, o209, o210, o211, o212, o213, o214) =STDEV.P(p205, p206, p207, p208, p209, p210, p211, p212, p213, p214) =STDEV.P(q205, q206, q207, q208, q209, q210, q211, q212, q213, q214) =STDEV.P(r205, r206, r207, r208, r209, r210, r211, r212, r213, r214) =STDEV.P(s205, s206, s207, s208, s209, s210, s211, s212, s213, s214) =STDEV.P(t205, t206, t207, t208, t209, t210, t211, t212, t213, t214)
+=AVERAGE(a215, a216, a217, a218, a219, a220, a221, a222, a223, a224) =AVERAGE(b215, b216, b217, b218, b219, b220, b221, b222, b223, b224) =AVERAGE(c215, c216, c217, c218, c219, c220, c221, c222, c223, c224) =AVERAGE(d215, d216, d217, d218, d219, d220, d221, d222, d223, d224) =AVERAGE(e215, e216, e217, e218, e219, e220, e221, e222, e223, e224) =AVERAGE(f215, f216, f217, f218, f219, f220, f221, f222, f223, f224) =AVERAGE(g215, g216, g217, g218, g219, g220, g221, g222, g223, g224) =AVERAGE(h215, h216, h217, h218, h219, h220, h221, h222, h223, h224) =AVERAGE(i215, i216, i217, i218, i219, i220, i221, i222, i223, i224) =AVERAGE(j215, j216, j217, j218, j219, j220, j221, j222, j223, j224) =AVERAGE(k215, k216, k217, k218, k219, k220, k221, k222, k223, k224) =AVERAGE(l215, l216, l217, l218, l219, l220, l221, l222, l223, l224) =AVERAGE(m215, m216, m217, m218, m219, m220, m221, m222, m223, m224) =AVERAGE(n215, n216, n217, n218, n219, n220, n221, n222, n223, n224) =AVERAGE(o215, o216, o217, o218, o219, o220, o221, o222, o223, o224) =AVERAGE(p215, p216, p217, p218, p219, p220, p221, p222, p223, p224) =AVERAGE(q215, q216, q217, q218, q219, q220, q221, q222, q223, q224) =AVERAGE(r215, r216, r217, r218, r219, r220, r221, r222, r223, r224) =AVERAGE(s215, s216, s217, s218, s219, s220, s221, s222, s223, s224) =AVERAGE(t215, t216, t217, t218, t219, t220, t221, t222, t223, t224) =STDEV.P(a215, a216, a217, a218, a219, a220, a221, a222, a223, a224) =STDEV.P(b215, b216, b217, b218, b219, b220, b221, b222, b223, b224) =STDEV.P(c215, c216, c217, c218, c219, c220, c221, c222, c223, c224) =STDEV.P(d215, d216, d217, d218, d219, d220, d221, d222, d223, d224) =STDEV.P(e215, e216, e217, e218, e219, e220, e221, e222, e223, e224) =STDEV.P(f215, f216, f217, f218, f219, f220, f221, f222, f223, f224) =STDEV.P(g215, g216, g217, g218, g219, g220, g221, g222, g223, g224) =STDEV.P(h215, h216, h217, h218, h219, h220, h221, h222, h223, h224) =STDEV.P(i215, i216, i217, i218, i219, i220, i221, i222, i223, i224) =STDEV.P(j215, j216, j217, j218, j219, j220, j221, j222, j223, j224) =STDEV.P(k215, k216, k217, k218, k219, k220, k221, k222, k223, k224) =STDEV.P(l215, l216, l217, l218, l219, l220, l221, l222, l223, l224) =STDEV.P(m215, m216, m217, m218, m219, m220, m221, m222, m223, m224) =STDEV.P(n215, n216, n217, n218, n219, n220, n221, n222, n223, n224) =STDEV.P(o215, o216, o217, o218, o219, o220, o221, o222, o223, o224) =STDEV.P(p215, p216, p217, p218, p219, p220, p221, p222, p223, p224) =STDEV.P(q215, q216, q217, q218, q219, q220, q221, q222, q223, q224) =STDEV.P(r215, r216, r217, r218, r219, r220, r221, r222, r223, r224) =STDEV.P(s215, s216, s217, s218, s219, s220, s221, s222, s223, s224) =STDEV.P(t215, t216, t217, t218, t219, t220, t221, t222, t223, t224)
+=AVERAGE(a225, a226, a227, a228, a229, a230, a231, a232, a233, a234) =AVERAGE(b225, b226, b227, b228, b229, b230, b231, b232, b233, b234) =AVERAGE(c225, c226, c227, c228, c229, c230, c231, c232, c233, c234) =AVERAGE(d225, d226, d227, d228, d229, d230, d231, d232, d233, d234) =AVERAGE(e225, e226, e227, e228, e229, e230, e231, e232, e233, e234) =AVERAGE(f225, f226, f227, f228, f229, f230, f231, f232, f233, f234) =AVERAGE(g225, g226, g227, g228, g229, g230, g231, g232, g233, g234) =AVERAGE(h225, h226, h227, h228, h229, h230, h231, h232, h233, h234) =AVERAGE(i225, i226, i227, i228, i229, i230, i231, i232, i233, i234) =AVERAGE(j225, j226, j227, j228, j229, j230, j231, j232, j233, j234) =AVERAGE(k225, k226, k227, k228, k229, k230, k231, k232, k233, k234) =AVERAGE(l225, l226, l227, l228, l229, l230, l231, l232, l233, l234) =AVERAGE(m225, m226, m227, m228, m229, m230, m231, m232, m233, m234) =AVERAGE(n225, n226, n227, n228, n229, n230, n231, n232, n233, n234) =AVERAGE(o225, o226, o227, o228, o229, o230, o231, o232, o233, o234) =AVERAGE(p225, p226, p227, p228, p229, p230, p231, p232, p233, p234) =AVERAGE(q225, q226, q227, q228, q229, q230, q231, q232, q233, q234) =AVERAGE(r225, r226, r227, r228, r229, r230, r231, r232, r233, r234) =AVERAGE(s225, s226, s227, s228, s229, s230, s231, s232, s233, s234) =AVERAGE(t225, t226, t227, t228, t229, t230, t231, t232, t233, t234) =STDEV.P(a225, a226, a227, a228, a229, a230, a231, a232, a233, a234) =STDEV.P(b225, b226, b227, b228, b229, b230, b231, b232, b233, b234) =STDEV.P(c225, c226, c227, c228, c229, c230, c231, c232, c233, c234) =STDEV.P(d225, d226, d227, d228, d229, d230, d231, d232, d233, d234) =STDEV.P(e225, e226, e227, e228, e229, e230, e231, e232, e233, e234) =STDEV.P(f225, f226, f227, f228, f229, f230, f231, f232, f233, f234) =STDEV.P(g225, g226, g227, g228, g229, g230, g231, g232, g233, g234) =STDEV.P(h225, h226, h227, h228, h229, h230, h231, h232, h233, h234) =STDEV.P(i225, i226, i227, i228, i229, i230, i231, i232, i233, i234) =STDEV.P(j225, j226, j227, j228, j229, j230, j231, j232, j233, j234) =STDEV.P(k225, k226, k227, k228, k229, k230, k231, k232, k233, k234) =STDEV.P(l225, l226, l227, l228, l229, l230, l231, l232, l233, l234) =STDEV.P(m225, m226, m227, m228, m229, m230, m231, m232, m233, m234) =STDEV.P(n225, n226, n227, n228, n229, n230, n231, n232, n233, n234) =STDEV.P(o225, o226, o227, o228, o229, o230, o231, o232, o233, o234) =STDEV.P(p225, p226, p227, p228, p229, p230, p231, p232, p233, p234) =STDEV.P(q225, q226, q227, q228, q229, q230, q231, q232, q233, q234) =STDEV.P(r225, r226, r227, r228, r229, r230, r231, r232, r233, r234) =STDEV.P(s225, s226, s227, s228, s229, s230, s231, s232, s233, s234) =STDEV.P(t225, t226, t227, t228, t229, t230, t231, t232, t233, t234)
+=AVERAGE(a235, a236, a237, a238, a239, a240, a241, a242, a243, a244) =AVERAGE(b235, b236, b237, b238, b239, b240, b241, b242, b243, b244) =AVERAGE(c235, c236, c237, c238, c239, c240, c241, c242, c243, c244) =AVERAGE(d235, d236, d237, d238, d239, d240, d241, d242, d243, d244) =AVERAGE(e235, e236, e237, e238, e239, e240, e241, e242, e243, e244) =AVERAGE(f235, f236, f237, f238, f239, f240, f241, f242, f243, f244) =AVERAGE(g235, g236, g237, g238, g239, g240, g241, g242, g243, g244) =AVERAGE(h235, h236, h237, h238, h239, h240, h241, h242, h243, h244) =AVERAGE(i235, i236, i237, i238, i239, i240, i241, i242, i243, i244) =AVERAGE(j235, j236, j237, j238, j239, j240, j241, j242, j243, j244) =AVERAGE(k235, k236, k237, k238, k239, k240, k241, k242, k243, k244) =AVERAGE(l235, l236, l237, l238, l239, l240, l241, l242, l243, l244) =AVERAGE(m235, m236, m237, m238, m239, m240, m241, m242, m243, m244) =AVERAGE(n235, n236, n237, n238, n239, n240, n241, n242, n243, n244) =AVERAGE(o235, o236, o237, o238, o239, o240, o241, o242, o243, o244) =AVERAGE(p235, p236, p237, p238, p239, p240, p241, p242, p243, p244) =AVERAGE(q235, q236, q237, q238, q239, q240, q241, q242, q243, q244) =AVERAGE(r235, r236, r237, r238, r239, r240, r241, r242, r243, r244) =AVERAGE(s235, s236, s237, s238, s239, s240, s241, s242, s243, s244) =AVERAGE(t235, t236, t237, t238, t239, t240, t241, t242, t243, t244) =STDEV.P(a235, a236, a237, a238, a239, a240, a241, a242, a243, a244) =STDEV.P(b235, b236, b237, b238, b239, b240, b241, b242, b243, b244) =STDEV.P(c235, c236, c237, c238, c239, c240, c241, c242, c243, c244) =STDEV.P(d235, d236, d237, d238, d239, d240, d241, d242, d243, d244) =STDEV.P(e235, e236, e237, e238, e239, e240, e241, e242, e243, e244) =STDEV.P(f235, f236, f237, f238, f239, f240, f241, f242, f243, f244) =STDEV.P(g235, g236, g237, g238, g239, g240, g241, g242, g243, g244) =STDEV.P(h235, h236, h237, h238, h239, h240, h241, h242, h243, h244) =STDEV.P(i235, i236, i237, i238, i239, i240, i241, i242, i243, i244) =STDEV.P(j235, j236, j237, j238, j239, j240, j241, j242, j243, j244) =STDEV.P(k235, k236, k237, k238, k239, k240, k241, k242, k243, k244) =STDEV.P(l235, l236, l237, l238, l239, l240, l241, l242, l243, l244) =STDEV.P(m235, m236, m237, m238, m239, m240, m241, m242, m243, m244) =STDEV.P(n235, n236, n237, n238, n239, n240, n241, n242, n243, n244) =STDEV.P(o235, o236, o237, o238, o239, o240, o241, o242, o243, o244) =STDEV.P(p235, p236, p237, p238, p239, p240, p241, p242, p243, p244) =STDEV.P(q235, q236, q237, q238, q239, q240, q241, q242, q243, q244) =STDEV.P(r235, r236, r237, r238, r239, r240, r241, r242, r243, r244) =STDEV.P(s235, s236, s237, s238, s239, s240, s241, s242, s243, s244) =STDEV.P(t235, t236, t237, t238, t239, t240, t241, t242, t243, t244)
+=AVERAGE(a245, a246, a247, a248, a249, a250, a251, a252, a253, a254) =AVERAGE(b245, b246, b247, b248, b249, b250, b251, b252, b253, b254) =AVERAGE(c245, c246, c247, c248, c249, c250, c251, c252, c253, c254) =AVERAGE(d245, d246, d247, d248, d249, d250, d251, d252, d253, d254) =AVERAGE(e245, e246, e247, e248, e249, e250, e251, e252, e253, e254) =AVERAGE(f245, f246, f247, f248, f249, f250, f251, f252, f253, f254) =AVERAGE(g245, g246, g247, g248, g249, g250, g251, g252, g253, g254) =AVERAGE(h245, h246, h247, h248, h249, h250, h251, h252, h253, h254) =AVERAGE(i245, i246, i247, i248, i249, i250, i251, i252, i253, i254) =AVERAGE(j245, j246, j247, j248, j249, j250, j251, j252, j253, j254) =AVERAGE(k245, k246, k247, k248, k249, k250, k251, k252, k253, k254) =AVERAGE(l245, l246, l247, l248, l249, l250, l251, l252, l253, l254) =AVERAGE(m245, m246, m247, m248, m249, m250, m251, m252, m253, m254) =AVERAGE(n245, n246, n247, n248, n249, n250, n251, n252, n253, n254) =AVERAGE(o245, o246, o247, o248, o249, o250, o251, o252, o253, o254) =AVERAGE(p245, p246, p247, p248, p249, p250, p251, p252, p253, p254) =AVERAGE(q245, q246, q247, q248, q249, q250, q251, q252, q253, q254) =AVERAGE(r245, r246, r247, r248, r249, r250, r251, r252, r253, r254) =AVERAGE(s245, s246, s247, s248, s249, s250, s251, s252, s253, s254) =AVERAGE(t245, t246, t247, t248, t249, t250, t251, t252, t253, t254) =STDEV.P(a245, a246, a247, a248, a249, a250, a251, a252, a253, a254) =STDEV.P(b245, b246, b247, b248, b249, b250, b251, b252, b253, b254) =STDEV.P(c245, c246, c247, c248, c249, c250, c251, c252, c253, c254) =STDEV.P(d245, d246, d247, d248, d249, d250, d251, d252, d253, d254) =STDEV.P(e245, e246, e247, e248, e249, e250, e251, e252, e253, e254) =STDEV.P(f245, f246, f247, f248, f249, f250, f251, f252, f253, f254) =STDEV.P(g245, g246, g247, g248, g249, g250, g251, g252, g253, g254) =STDEV.P(h245, h246, h247, h248, h249, h250, h251, h252, h253, h254) =STDEV.P(i245, i246, i247, i248, i249, i250, i251, i252, i253, i254) =STDEV.P(j245, j246, j247, j248, j249, j250, j251, j252, j253, j254) =STDEV.P(k245, k246, k247, k248, k249, k250, k251, k252, k253, k254) =STDEV.P(l245, l246, l247, l248, l249, l250, l251, l252, l253, l254) =STDEV.P(m245, m246, m247, m248, m249, m250, m251, m252, m253, m254) =STDEV.P(n245, n246, n247, n248, n249, n250, n251, n252, n253, n254) =STDEV.P(o245, o246, o247, o248, o249, o250, o251, o252, o253, o254) =STDEV.P(p245, p246, p247, p248, p249, p250, p251, p252, p253, p254) =STDEV.P(q245, q246, q247, q248, q249, q250, q251, q252, q253, q254) =STDEV.P(r245, r246, r247, r248, r249, r250, r251, r252, r253, r254) =STDEV.P(s245, s246, s247, s248, s249, s250, s251, s252, s253, s254) =STDEV.P(t245, t246, t247, t248, t249, t250, t251, t252, t253, t254)
+=AVERAGE(a255, a256, a257, a258, a259, a260, a261, a262, a263, a264) =AVERAGE(b255, b256, b257, b258, b259, b260, b261, b262, b263, b264) =AVERAGE(c255, c256, c257, c258, c259, c260, c261, c262, c263, c264) =AVERAGE(d255, d256, d257, d258, d259, d260, d261, d262, d263, d264) =AVERAGE(e255, e256, e257, e258, e259, e260, e261, e262, e263, e264) =AVERAGE(f255, f256, f257, f258, f259, f260, f261, f262, f263, f264) =AVERAGE(g255, g256, g257, g258, g259, g260, g261, g262, g263, g264) =AVERAGE(h255, h256, h257, h258, h259, h260, h261, h262, h263, h264) =AVERAGE(i255, i256, i257, i258, i259, i260, i261, i262, i263, i264) =AVERAGE(j255, j256, j257, j258, j259, j260, j261, j262, j263, j264) =AVERAGE(k255, k256, k257, k258, k259, k260, k261, k262, k263, k264) =AVERAGE(l255, l256, l257, l258, l259, l260, l261, l262, l263, l264) =AVERAGE(m255, m256, m257, m258, m259, m260, m261, m262, m263, m264) =AVERAGE(n255, n256, n257, n258, n259, n260, n261, n262, n263, n264) =AVERAGE(o255, o256, o257, o258, o259, o260, o261, o262, o263, o264) =AVERAGE(p255, p256, p257, p258, p259, p260, p261, p262, p263, p264) =AVERAGE(q255, q256, q257, q258, q259, q260, q261, q262, q263, q264) =AVERAGE(r255, r256, r257, r258, r259, r260, r261, r262, r263, r264) =AVERAGE(s255, s256, s257, s258, s259, s260, s261, s262, s263, s264) =AVERAGE(t255, t256, t257, t258, t259, t260, t261, t262, t263, t264) =STDEV.P(a255, a256, a257, a258, a259, a260, a261, a262, a263, a264) =STDEV.P(b255, b256, b257, b258, b259, b260, b261, b262, b263, b264) =STDEV.P(c255, c256, c257, c258, c259, c260, c261, c262, c263, c264) =STDEV.P(d255, d256, d257, d258, d259, d260, d261, d262, d263, d264) =STDEV.P(e255, e256, e257, e258, e259, e260, e261, e262, e263, e264) =STDEV.P(f255, f256, f257, f258, f259, f260, f261, f262, f263, f264) =STDEV.P(g255, g256, g257, g258, g259, g260, g261, g262, g263, g264) =STDEV.P(h255, h256, h257, h258, h259, h260, h261, h262, h263, h264) =STDEV.P(i255, i256, i257, i258, i259, i260, i261, i262, i263, i264) =STDEV.P(j255, j256, j257, j258, j259, j260, j261, j262, j263, j264) =STDEV.P(k255, k256, k257, k258, k259, k260, k261, k262, k263, k264) =STDEV.P(l255, l256, l257, l258, l259, l260, l261, l262, l263, l264) =STDEV.P(m255, m256, m257, m258, m259, m260, m261, m262, m263, m264) =STDEV.P(n255, n256, n257, n258, n259, n260, n261, n262, n263, n264) =STDEV.P(o255, o256, o257, o258, o259, o260, o261, o262, o263, o264) =STDEV.P(p255, p256, p257, p258, p259, p260, p261, p262, p263, p264) =STDEV.P(q255, q256, q257, q258, q259, q260, q261, q262, q263, q264) =STDEV.P(r255, r256, r257, r258, r259, r260, r261, r262, r263, r264) =STDEV.P(s255, s256, s257, s258, s259, s260, s261, s262, s263, s264) =STDEV.P(t255, t256, t257, t258, t259, t260, t261, t262, t263, t264)
+=AVERAGE(a265, a266, a267, a268, a269, a270, a271, a272, a273, a274) =AVERAGE(b265, b266, b267, b268, b269, b270, b271, b272, b273, b274) =AVERAGE(c265, c266, c267, c268, c269, c270, c271, c272, c273, c274) =AVERAGE(d265, d266, d267, d268, d269, d270, d271, d272, d273, d274) =AVERAGE(e265, e266, e267, e268, e269, e270, e271, e272, e273, e274) =AVERAGE(f265, f266, f267, f268, f269, f270, f271, f272, f273, f274) =AVERAGE(g265, g266, g267, g268, g269, g270, g271, g272, g273, g274) =AVERAGE(h265, h266, h267, h268, h269, h270, h271, h272, h273, h274) =AVERAGE(i265, i266, i267, i268, i269, i270, i271, i272, i273, i274) =AVERAGE(j265, j266, j267, j268, j269, j270, j271, j272, j273, j274) =AVERAGE(k265, k266, k267, k268, k269, k270, k271, k272, k273, k274) =AVERAGE(l265, l266, l267, l268, l269, l270, l271, l272, l273, l274) =AVERAGE(m265, m266, m267, m268, m269, m270, m271, m272, m273, m274) =AVERAGE(n265, n266, n267, n268, n269, n270, n271, n272, n273, n274) =AVERAGE(o265, o266, o267, o268, o269, o270, o271, o272, o273, o274) =AVERAGE(p265, p266, p267, p268, p269, p270, p271, p272, p273, p274) =AVERAGE(q265, q266, q267, q268, q269, q270, q271, q272, q273, q274) =AVERAGE(r265, r266, r267, r268, r269, r270, r271, r272, r273, r274) =AVERAGE(s265, s266, s267, s268, s269, s270, s271, s272, s273, s274) =AVERAGE(t265, t266, t267, t268, t269, t270, t271, t272, t273, t274) =STDEV.P(a265, a266, a267, a268, a269, a270, a271, a272, a273, a274) =STDEV.P(b265, b266, b267, b268, b269, b270, b271, b272, b273, b274) =STDEV.P(c265, c266, c267, c268, c269, c270, c271, c272, c273, c274) =STDEV.P(d265, d266, d267, d268, d269, d270, d271, d272, d273, d274) =STDEV.P(e265, e266, e267, e268, e269, e270, e271, e272, e273, e274) =STDEV.P(f265, f266, f267, f268, f269, f270, f271, f272, f273, f274) =STDEV.P(g265, g266, g267, g268, g269, g270, g271, g272, g273, g274) =STDEV.P(h265, h266, h267, h268, h269, h270, h271, h272, h273, h274) =STDEV.P(i265, i266, i267, i268, i269, i270, i271, i272, i273, i274) =STDEV.P(j265, j266, j267, j268, j269, j270, j271, j272, j273, j274) =STDEV.P(k265, k266, k267, k268, k269, k270, k271, k272, k273, k274) =STDEV.P(l265, l266, l267, l268, l269, l270, l271, l272, l273, l274) =STDEV.P(m265, m266, m267, m268, m269, m270, m271, m272, m273, m274) =STDEV.P(n265, n266, n267, n268, n269, n270, n271, n272, n273, n274) =STDEV.P(o265, o266, o267, o268, o269, o270, o271, o272, o273, o274) =STDEV.P(p265, p266, p267, p268, p269, p270, p271, p272, p273, p274) =STDEV.P(q265, q266, q267, q268, q269, q270, q271, q272, q273, q274) =STDEV.P(r265, r266, r267, r268, r269, r270, r271, r272, r273, r274) =STDEV.P(s265, s266, s267, s268, s269, s270, s271, s272, s273, s274) =STDEV.P(t265, t266, t267, t268, t269, t270, t271, t272, t273, t274)
+=AVERAGE(a275, a276, a277, a278, a279, a280, a281, a282, a283, a284) =AVERAGE(b275, b276, b277, b278, b279, b280, b281, b282, b283, b284) =AVERAGE(c275, c276, c277, c278, c279, c280, c281, c282, c283, c284) =AVERAGE(d275, d276, d277, d278, d279, d280, d281, d282, d283, d284) =AVERAGE(e275, e276, e277, e278, e279, e280, e281, e282, e283, e284) =AVERAGE(f275, f276, f277, f278, f279, f280, f281, f282, f283, f284) =AVERAGE(g275, g276, g277, g278, g279, g280, g281, g282, g283, g284) =AVERAGE(h275, h276, h277, h278, h279, h280, h281, h282, h283, h284) =AVERAGE(i275, i276, i277, i278, i279, i280, i281, i282, i283, i284) =AVERAGE(j275, j276, j277, j278, j279, j280, j281, j282, j283, j284) =AVERAGE(k275, k276, k277, k278, k279, k280, k281, k282, k283, k284) =AVERAGE(l275, l276, l277, l278, l279, l280, l281, l282, l283, l284) =AVERAGE(m275, m276, m277, m278, m279, m280, m281, m282, m283, m284) =AVERAGE(n275, n276, n277, n278, n279, n280, n281, n282, n283, n284) =AVERAGE(o275, o276, o277, o278, o279, o280, o281, o282, o283, o284) =AVERAGE(p275, p276, p277, p278, p279, p280, p281, p282, p283, p284) =AVERAGE(q275, q276, q277, q278, q279, q280, q281, q282, q283, q284) =AVERAGE(r275, r276, r277, r278, r279, r280, r281, r282, r283, r284) =AVERAGE(s275, s276, s277, s278, s279, s280, s281, s282, s283, s284) =AVERAGE(t275, t276, t277, t278, t279, t280, t281, t282, t283, t284) =STDEV.P(a275, a276, a277, a278, a279, a280, a281, a282, a283, a284) =STDEV.P(b275, b276, b277, b278, b279, b280, b281, b282, b283, b284) =STDEV.P(c275, c276, c277, c278, c279, c280, c281, c282, c283, c284) =STDEV.P(d275, d276, d277, d278, d279, d280, d281, d282, d283, d284) =STDEV.P(e275, e276, e277, e278, e279, e280, e281, e282, e283, e284) =STDEV.P(f275, f276, f277, f278, f279, f280, f281, f282, f283, f284) =STDEV.P(g275, g276, g277, g278, g279, g280, g281, g282, g283, g284) =STDEV.P(h275, h276, h277, h278, h279, h280, h281, h282, h283, h284) =STDEV.P(i275, i276, i277, i278, i279, i280, i281, i282, i283, i284) =STDEV.P(j275, j276, j277, j278, j279, j280, j281, j282, j283, j284) =STDEV.P(k275, k276, k277, k278, k279, k280, k281, k282, k283, k284) =STDEV.P(l275, l276, l277, l278, l279, l280, l281, l282, l283, l284) =STDEV.P(m275, m276, m277, m278, m279, m280, m281, m282, m283, m284) =STDEV.P(n275, n276, n277, n278, n279, n280, n281, n282, n283, n284) =STDEV.P(o275, o276, o277, o278, o279, o280, o281, o282, o283, o284) =STDEV.P(p275, p276, p277, p278, p279, p280, p281, p282, p283, p284) =STDEV.P(q275, q276, q277, q278, q279, q280, q281, q282, q283, q284) =STDEV.P(r275, r276, r277, r278, r279, r280, r281, r282, r283, r284) =STDEV.P(s275, s276, s277, s278, s279, s280, s281, s282, s283, s284) =STDEV.P(t275, t276, t277, t278, t279, t280, t281, t282, t283, t284)
+=AVERAGE(a285, a286, a287, a288, a289, a290, a291, a292, a293, a294) =AVERAGE(b285, b286, b287, b288, b289, b290, b291, b292, b293, b294) =AVERAGE(c285, c286, c287, c288, c289, c290, c291, c292, c293, c294) =AVERAGE(d285, d286, d287, d288, d289, d290, d291, d292, d293, d294) =AVERAGE(e285, e286, e287, e288, e289, e290, e291, e292, e293, e294) =AVERAGE(f285, f286, f287, f288, f289, f290, f291, f292, f293, f294) =AVERAGE(g285, g286, g287, g288, g289, g290, g291, g292, g293, g294) =AVERAGE(h285, h286, h287, h288, h289, h290, h291, h292, h293, h294) =AVERAGE(i285, i286, i287, i288, i289, i290, i291, i292, i293, i294) =AVERAGE(j285, j286, j287, j288, j289, j290, j291, j292, j293, j294) =AVERAGE(k285, k286, k287, k288, k289, k290, k291, k292, k293, k294) =AVERAGE(l285, l286, l287, l288, l289, l290, l291, l292, l293, l294) =AVERAGE(m285, m286, m287, m288, m289, m290, m291, m292, m293, m294) =AVERAGE(n285, n286, n287, n288, n289, n290, n291, n292, n293, n294) =AVERAGE(o285, o286, o287, o288, o289, o290, o291, o292, o293, o294) =AVERAGE(p285, p286, p287, p288, p289, p290, p291, p292, p293, p294) =AVERAGE(q285, q286, q287, q288, q289, q290, q291, q292, q293, q294) =AVERAGE(r285, r286, r287, r288, r289, r290, r291, r292, r293, r294) =AVERAGE(s285, s286, s287, s288, s289, s290, s291, s292, s293, s294) =AVERAGE(t285, t286, t287, t288, t289, t290, t291, t292, t293, t294) =STDEV.P(a285, a286, a287, a288, a289, a290, a291, a292, a293, a294) =STDEV.P(b285, b286, b287, b288, b289, b290, b291, b292, b293, b294) =STDEV.P(c285, c286, c287, c288, c289, c290, c291, c292, c293, c294) =STDEV.P(d285, d286, d287, d288, d289, d290, d291, d292, d293, d294) =STDEV.P(e285, e286, e287, e288, e289, e290, e291, e292, e293, e294) =STDEV.P(f285, f286, f287, f288, f289, f290, f291, f292, f293, f294) =STDEV.P(g285, g286, g287, g288, g289, g290, g291, g292, g293, g294) =STDEV.P(h285, h286, h287, h288, h289, h290, h291, h292, h293, h294) =STDEV.P(i285, i286, i287, i288, i289, i290, i291, i292, i293, i294) =STDEV.P(j285, j286, j287, j288, j289, j290, j291, j292, j293, j294) =STDEV.P(k285, k286, k287, k288, k289, k290, k291, k292, k293, k294) =STDEV.P(l285, l286, l287, l288, l289, l290, l291, l292, l293, l294) =STDEV.P(m285, m286, m287, m288, m289, m290, m291, m292, m293, m294) =STDEV.P(n285, n286, n287, n288, n289, n290, n291, n292, n293, n294) =STDEV.P(o285, o286, o287, o288, o289, o290, o291, o292, o293, o294) =STDEV.P(p285, p286, p287, p288, p289, p290, p291, p292, p293, p294) =STDEV.P(q285, q286, q287, q288, q289, q290, q291, q292, q293, q294) =STDEV.P(r285, r286, r287, r288, r289, r290, r291, r292, r293, r294) =STDEV.P(s285, s286, s287, s288, s289, s290, s291, s292, s293, s294) =STDEV.P(t285, t286, t287, t288, t289, t290, t291, t292, t293, t294)
+=AVERAGE(a295, a296, a297, a298, a299, a300, a301, a302, a303, a304) =AVERAGE(b295, b296, b297, b298, b299, b300, b301, b302, b303, b304) =AVERAGE(c295, c296, c297, c298, c299, c300, c301, c302, c303, c304) =AVERAGE(d295, d296, d297, d298, d299, d300, d301, d302, d303, d304) =AVERAGE(e295, e296, e297, e298, e299, e300, e301, e302, e303, e304) =AVERAGE(f295, f296, f297, f298, f299, f300, f301, f302, f303, f304) =AVERAGE(g295, g296, g297, g298, g299, g300, g301, g302, g303, g304) =AVERAGE(h295, h296, h297, h298, h299, h300, h301, h302, h303, h304) =AVERAGE(i295, i296, i297, i298, i299, i300, i301, i302, i303, i304) =AVERAGE(j295, j296, j297, j298, j299, j300, j301, j302, j303, j304) =AVERAGE(k295, k296, k297, k298, k299, k300, k301, k302, k303, k304) =AVERAGE(l295, l296, l297, l298, l299, l300, l301, l302, l303, l304) =AVERAGE(m295, m296, m297, m298, m299, m300, m301, m302, m303, m304) =AVERAGE(n295, n296, n297, n298, n299, n300, n301, n302, n303, n304) =AVERAGE(o295, o296, o297, o298, o299, o300, o301, o302, o303, o304) =AVERAGE(p295, p296, p297, p298, p299, p300, p301, p302, p303, p304) =AVERAGE(q295, q296, q297, q298, q299, q300, q301, q302, q303, q304) =AVERAGE(r295, r296, r297, r298, r299, r300, r301, r302, r303, r304) =AVERAGE(s295, s296, s297, s298, s299, s300, s301, s302, s303, s304) =AVERAGE(t295, t296, t297, t298, t299, t300, t301, t302, t303, t304) =STDEV.P(a295, a296, a297, a298, a299, a300, a301, a302, a303, a304) =STDEV.P(b295, b296, b297, b298, b299, b300, b301, b302, b303, b304) =STDEV.P(c295, c296, c297, c298, c299, c300, c301, c302, c303, c304) =STDEV.P(d295, d296, d297, d298, d299, d300, d301, d302, d303, d304) =STDEV.P(e295, e296, e297, e298, e299, e300, e301, e302, e303, e304) =STDEV.P(f295, f296, f297, f298, f299, f300, f301, f302, f303, f304) =STDEV.P(g295, g296, g297, g298, g299, g300, g301, g302, g303, g304) =STDEV.P(h295, h296, h297, h298, h299, h300, h301, h302, h303, h304) =STDEV.P(i295, i296, i297, i298, i299, i300, i301, i302, i303, i304) =STDEV.P(j295, j296, j297, j298, j299, j300, j301, j302, j303, j304) =STDEV.P(k295, k296, k297, k298, k299, k300, k301, k302, k303, k304) =STDEV.P(l295, l296, l297, l298, l299, l300, l301, l302, l303, l304) =STDEV.P(m295, m296, m297, m298, m299, m300, m301, m302, m303, m304) =STDEV.P(n295, n296, n297, n298, n299, n300, n301, n302, n303, n304) =STDEV.P(o295, o296, o297, o298, o299, o300, o301, o302, o303, o304) =STDEV.P(p295, p296, p297, p298, p299, p300, p301, p302, p303, p304) =STDEV.P(q295, q296, q297, q298, q299, q300, q301, q302, q303, q304) =STDEV.P(r295, r296, r297, r298, r299, r300, r301, r302, r303, r304) =STDEV.P(s295, s296, s297, s298, s299, s300, s301, s302, s303, s304) =STDEV.P(t295, t296, t297, t298, t299, t300, t301, t302, t303, t304)
+=AVERAGE(a305, a306, a307, a308, a309, a310, a311, a312, a313, a314) =AVERAGE(b305, b306, b307, b308, b309, b310, b311, b312, b313, b314) =AVERAGE(c305, c306, c307, c308, c309, c310, c311, c312, c313, c314) =AVERAGE(d305, d306, d307, d308, d309, d310, d311, d312, d313, d314) =AVERAGE(e305, e306, e307, e308, e309, e310, e311, e312, e313, e314) =AVERAGE(f305, f306, f307, f308, f309, f310, f311, f312, f313, f314) =AVERAGE(g305, g306, g307, g308, g309, g310, g311, g312, g313, g314) =AVERAGE(h305, h306, h307, h308, h309, h310, h311, h312, h313, h314) =AVERAGE(i305, i306, i307, i308, i309, i310, i311, i312, i313, i314) =AVERAGE(j305, j306, j307, j308, j309, j310, j311, j312, j313, j314) =AVERAGE(k305, k306, k307, k308, k309, k310, k311, k312, k313, k314) =AVERAGE(l305, l306, l307, l308, l309, l310, l311, l312, l313, l314) =AVERAGE(m305, m306, m307, m308, m309, m310, m311, m312, m313, m314) =AVERAGE(n305, n306, n307, n308, n309, n310, n311, n312, n313, n314) =AVERAGE(o305, o306, o307, o308, o309, o310, o311, o312, o313, o314) =AVERAGE(p305, p306, p307, p308, p309, p310, p311, p312, p313, p314) =AVERAGE(q305, q306, q307, q308, q309, q310, q311, q312, q313, q314) =AVERAGE(r305, r306, r307, r308, r309, r310, r311, r312, r313, r314) =AVERAGE(s305, s306, s307, s308, s309, s310, s311, s312, s313, s314) =AVERAGE(t305, t306, t307, t308, t309, t310, t311, t312, t313, t314) =STDEV.P(a305, a306, a307, a308, a309, a310, a311, a312, a313, a314) =STDEV.P(b305, b306, b307, b308, b309, b310, b311, b312, b313, b314) =STDEV.P(c305, c306, c307, c308, c309, c310, c311, c312, c313, c314) =STDEV.P(d305, d306, d307, d308, d309, d310, d311, d312, d313, d314) =STDEV.P(e305, e306, e307, e308, e309, e310, e311, e312, e313, e314) =STDEV.P(f305, f306, f307, f308, f309, f310, f311, f312, f313, f314) =STDEV.P(g305, g306, g307, g308, g309, g310, g311, g312, g313, g314) =STDEV.P(h305, h306, h307, h308, h309, h310, h311, h312, h313, h314) =STDEV.P(i305, i306, i307, i308, i309, i310, i311, i312, i313, i314) =STDEV.P(j305, j306, j307, j308, j309, j310, j311, j312, j313, j314) =STDEV.P(k305, k306, k307, k308, k309, k310, k311, k312, k313, k314) =STDEV.P(l305, l306, l307, l308, l309, l310, l311, l312, l313, l314) =STDEV.P(m305, m306, m307, m308, m309, m310, m311, m312, m313, m314) =STDEV.P(n305, n306, n307, n308, n309, n310, n311, n312, n313, n314) =STDEV.P(o305, o306, o307, o308, o309, o310, o311, o312, o313, o314) =STDEV.P(p305, p306, p307, p308, p309, p310, p311, p312, p313, p314) =STDEV.P(q305, q306, q307, q308, q309, q310, q311, q312, q313, q314) =STDEV.P(r305, r306, r307, r308, r309, r310, r311, r312, r313, r314) =STDEV.P(s305, s306, s307, s308, s309, s310, s311, s312, s313, s314) =STDEV.P(t305, t306, t307, t308, t309, t310, t311, t312, t313, t314)
+=AVERAGE(a315, a316, a317, a318, a319, a320, a321, a322, a323, a324) =AVERAGE(b315, b316, b317, b318, b319, b320, b321, b322, b323, b324) =AVERAGE(c315, c316, c317, c318, c319, c320, c321, c322, c323, c324) =AVERAGE(d315, d316, d317, d318, d319, d320, d321, d322, d323, d324) =AVERAGE(e315, e316, e317, e318, e319, e320, e321, e322, e323, e324) =AVERAGE(f315, f316, f317, f318, f319, f320, f321, f322, f323, f324) =AVERAGE(g315, g316, g317, g318, g319, g320, g321, g322, g323, g324) =AVERAGE(h315, h316, h317, h318, h319, h320, h321, h322, h323, h324) =AVERAGE(i315, i316, i317, i318, i319, i320, i321, i322, i323, i324) =AVERAGE(j315, j316, j317, j318, j319, j320, j321, j322, j323, j324) =AVERAGE(k315, k316, k317, k318, k319, k320, k321, k322, k323, k324) =AVERAGE(l315, l316, l317, l318, l319, l320, l321, l322, l323, l324) =AVERAGE(m315, m316, m317, m318, m319, m320, m321, m322, m323, m324) =AVERAGE(n315, n316, n317, n318, n319, n320, n321, n322, n323, n324) =AVERAGE(o315, o316, o317, o318, o319, o320, o321, o322, o323, o324) =AVERAGE(p315, p316, p317, p318, p319, p320, p321, p322, p323, p324) =AVERAGE(q315, q316, q317, q318, q319, q320, q321, q322, q323, q324) =AVERAGE(r315, r316, r317, r318, r319, r320, r321, r322, r323, r324) =AVERAGE(s315, s316, s317, s318, s319, s320, s321, s322, s323, s324) =AVERAGE(t315, t316, t317, t318, t319, t320, t321, t322, t323, t324) =STDEV.P(a315, a316, a317, a318, a319, a320, a321, a322, a323, a324) =STDEV.P(b315, b316, b317, b318, b319, b320, b321, b322, b323, b324) =STDEV.P(c315, c316, c317, c318, c319, c320, c321, c322, c323, c324) =STDEV.P(d315, d316, d317, d318, d319, d320, d321, d322, d323, d324) =STDEV.P(e315, e316, e317, e318, e319, e320, e321, e322, e323, e324) =STDEV.P(f315, f316, f317, f318, f319, f320, f321, f322, f323, f324) =STDEV.P(g315, g316, g317, g318, g319, g320, g321, g322, g323, g324) =STDEV.P(h315, h316, h317, h318, h319, h320, h321, h322, h323, h324) =STDEV.P(i315, i316, i317, i318, i319, i320, i321, i322, i323, i324) =STDEV.P(j315, j316, j317, j318, j319, j320, j321, j322, j323, j324) =STDEV.P(k315, k316, k317, k318, k319, k320, k321, k322, k323, k324) =STDEV.P(l315, l316, l317, l318, l319, l320, l321, l322, l323, l324) =STDEV.P(m315, m316, m317, m318, m319, m320, m321, m322, m323, m324) =STDEV.P(n315, n316, n317, n318, n319, n320, n321, n322, n323, n324) =STDEV.P(o315, o316, o317, o318, o319, o320, o321, o322, o323, o324) =STDEV.P(p315, p316, p317, p318, p319, p320, p321, p322, p323, p324) =STDEV.P(q315, q316, q317, q318, q319, q320, q321, q322, q323, q324) =STDEV.P(r315, r316, r317, r318, r319, r320, r321, r322, r323, r324) =STDEV.P(s315, s316, s317, s318, s319, s320, s321, s322, s323, s324) =STDEV.P(t315, t316, t317, t318, t319, t320, t321, t322, t323, t324)
+=AVERAGE(a325, a326, a327, a328, a329, a330, a331, a332, a333, a334) =AVERAGE(b325, b326, b327, b328, b329, b330, b331, b332, b333, b334) =AVERAGE(c325, c326, c327, c328, c329, c330, c331, c332, c333, c334) =AVERAGE(d325, d326, d327, d328, d329, d330, d331, d332, d333, d334) =AVERAGE(e325, e326, e327, e328, e329, e330, e331, e332, e333, e334) =AVERAGE(f325, f326, f327, f328, f329, f330, f331, f332, f333, f334) =AVERAGE(g325, g326, g327, g328, g329, g330, g331, g332, g333, g334) =AVERAGE(h325, h326, h327, h328, h329, h330, h331, h332, h333, h334) =AVERAGE(i325, i326, i327, i328, i329, i330, i331, i332, i333, i334) =AVERAGE(j325, j326, j327, j328, j329, j330, j331, j332, j333, j334) =AVERAGE(k325, k326, k327, k328, k329, k330, k331, k332, k333, k334) =AVERAGE(l325, l326, l327, l328, l329, l330, l331, l332, l333, l334) =AVERAGE(m325, m326, m327, m328, m329, m330, m331, m332, m333, m334) =AVERAGE(n325, n326, n327, n328, n329, n330, n331, n332, n333, n334) =AVERAGE(o325, o326, o327, o328, o329, o330, o331, o332, o333, o334) =AVERAGE(p325, p326, p327, p328, p329, p330, p331, p332, p333, p334) =AVERAGE(q325, q326, q327, q328, q329, q330, q331, q332, q333, q334) =AVERAGE(r325, r326, r327, r328, r329, r330, r331, r332, r333, r334) =AVERAGE(s325, s326, s327, s328, s329, s330, s331, s332, s333, s334) =AVERAGE(t325, t326, t327, t328, t329, t330, t331, t332, t333, t334) =STDEV.P(a325, a326, a327, a328, a329, a330, a331, a332, a333, a334) =STDEV.P(b325, b326, b327, b328, b329, b330, b331, b332, b333, b334) =STDEV.P(c325, c326, c327, c328, c329, c330, c331, c332, c333, c334) =STDEV.P(d325, d326, d327, d328, d329, d330, d331, d332, d333, d334) =STDEV.P(e325, e326, e327, e328, e329, e330, e331, e332, e333, e334) =STDEV.P(f325, f326, f327, f328, f329, f330, f331, f332, f333, f334) =STDEV.P(g325, g326, g327, g328, g329, g330, g331, g332, g333, g334) =STDEV.P(h325, h326, h327, h328, h329, h330, h331, h332, h333, h334) =STDEV.P(i325, i326, i327, i328, i329, i330, i331, i332, i333, i334) =STDEV.P(j325, j326, j327, j328, j329, j330, j331, j332, j333, j334) =STDEV.P(k325, k326, k327, k328, k329, k330, k331, k332, k333, k334) =STDEV.P(l325, l326, l327, l328, l329, l330, l331, l332, l333, l334) =STDEV.P(m325, m326, m327, m328, m329, m330, m331, m332, m333, m334) =STDEV.P(n325, n326, n327, n328, n329, n330, n331, n332, n333, n334) =STDEV.P(o325, o326, o327, o328, o329, o330, o331, o332, o333, o334) =STDEV.P(p325, p326, p327, p328, p329, p330, p331, p332, p333, p334) =STDEV.P(q325, q326, q327, q328, q329, q330, q331, q332, q333, q334) =STDEV.P(r325, r326, r327, r328, r329, r330, r331, r332, r333, r334) =STDEV.P(s325, s326, s327, s328, s329, s330, s331, s332, s333, s334) =STDEV.P(t325, t326, t327, t328, t329, t330, t331, t332, t333, t334)
+=AVERAGE(a335, a336, a337, a338, a339, a340, a341, a342, a343, a344) =AVERAGE(b335, b336, b337, b338, b339, b340, b341, b342, b343, b344) =AVERAGE(c335, c336, c337, c338, c339, c340, c341, c342, c343, c344) =AVERAGE(d335, d336, d337, d338, d339, d340, d341, d342, d343, d344) =AVERAGE(e335, e336, e337, e338, e339, e340, e341, e342, e343, e344) =AVERAGE(f335, f336, f337, f338, f339, f340, f341, f342, f343, f344) =AVERAGE(g335, g336, g337, g338, g339, g340, g341, g342, g343, g344) =AVERAGE(h335, h336, h337, h338, h339, h340, h341, h342, h343, h344) =AVERAGE(i335, i336, i337, i338, i339, i340, i341, i342, i343, i344) =AVERAGE(j335, j336, j337, j338, j339, j340, j341, j342, j343, j344) =AVERAGE(k335, k336, k337, k338, k339, k340, k341, k342, k343, k344) =AVERAGE(l335, l336, l337, l338, l339, l340, l341, l342, l343, l344) =AVERAGE(m335, m336, m337, m338, m339, m340, m341, m342, m343, m344) =AVERAGE(n335, n336, n337, n338, n339, n340, n341, n342, n343, n344) =AVERAGE(o335, o336, o337, o338, o339, o340, o341, o342, o343, o344) =AVERAGE(p335, p336, p337, p338, p339, p340, p341, p342, p343, p344) =AVERAGE(q335, q336, q337, q338, q339, q340, q341, q342, q343, q344) =AVERAGE(r335, r336, r337, r338, r339, r340, r341, r342, r343, r344) =AVERAGE(s335, s336, s337, s338, s339, s340, s341, s342, s343, s344) =AVERAGE(t335, t336, t337, t338, t339, t340, t341, t342, t343, t344) =STDEV.P(a335, a336, a337, a338, a339, a340, a341, a342, a343, a344) =STDEV.P(b335, b336, b337, b338, b339, b340, b341, b342, b343, b344) =STDEV.P(c335, c336, c337, c338, c339, c340, c341, c342, c343, c344) =STDEV.P(d335, d336, d337, d338, d339, d340, d341, d342, d343, d344) =STDEV.P(e335, e336, e337, e338, e339, e340, e341, e342, e343, e344) =STDEV.P(f335, f336, f337, f338, f339, f340, f341, f342, f343, f344) =STDEV.P(g335, g336, g337, g338, g339, g340, g341, g342, g343, g344) =STDEV.P(h335, h336, h337, h338, h339, h340, h341, h342, h343, h344) =STDEV.P(i335, i336, i337, i338, i339, i340, i341, i342, i343, i344) =STDEV.P(j335, j336, j337, j338, j339, j340, j341, j342, j343, j344) =STDEV.P(k335, k336, k337, k338, k339, k340, k341, k342, k343, k344) =STDEV.P(l335, l336, l337, l338, l339, l340, l341, l342, l343, l344) =STDEV.P(m335, m336, m337, m338, m339, m340, m341, m342, m343, m344) =STDEV.P(n335, n336, n337, n338, n339, n340, n341, n342, n343, n344) =STDEV.P(o335, o336, o337, o338, o339, o340, o341, o342, o343, o344) =STDEV.P(p335, p336, p337, p338, p339, p340, p341, p342, p343, p344) =STDEV.P(q335, q336, q337, q338, q339, q340, q341, q342, q343, q344) =STDEV.P(r335, r336, r337, r338, r339, r340, r341, r342, r343, r344) =STDEV.P(s335, s336, s337, s338, s339, s340, s341, s342, s343, s344) =STDEV.P(t335, t336, t337, t338, t339, t340, t341, t342, t343, t344)
+=AVERAGE(a345, a346, a347, a348, a349, a350, a351, a352, a353, a354) =AVERAGE(b345, b346, b347, b348, b349, b350, b351, b352, b353, b354) =AVERAGE(c345, c346, c347, c348, c349, c350, c351, c352, c353, c354) =AVERAGE(d345, d346, d347, d348, d349, d350, d351, d352, d353, d354) =AVERAGE(e345, e346, e347, e348, e349, e350, e351, e352, e353, e354) =AVERAGE(f345, f346, f347, f348, f349, f350, f351, f352, f353, f354) =AVERAGE(g345, g346, g347, g348, g349, g350, g351, g352, g353, g354) =AVERAGE(h345, h346, h347, h348, h349, h350, h351, h352, h353, h354) =AVERAGE(i345, i346, i347, i348, i349, i350, i351, i352, i353, i354) =AVERAGE(j345, j346, j347, j348, j349, j350, j351, j352, j353, j354) =AVERAGE(k345, k346, k347, k348, k349, k350, k351, k352, k353, k354) =AVERAGE(l345, l346, l347, l348, l349, l350, l351, l352, l353, l354) =AVERAGE(m345, m346, m347, m348, m349, m350, m351, m352, m353, m354) =AVERAGE(n345, n346, n347, n348, n349, n350, n351, n352, n353, n354) =AVERAGE(o345, o346, o347, o348, o349, o350, o351, o352, o353, o354) =AVERAGE(p345, p346, p347, p348, p349, p350, p351, p352, p353, p354) =AVERAGE(q345, q346, q347, q348, q349, q350, q351, q352, q353, q354) =AVERAGE(r345, r346, r347, r348, r349, r350, r351, r352, r353, r354) =AVERAGE(s345, s346, s347, s348, s349, s350, s351, s352, s353, s354) =AVERAGE(t345, t346, t347, t348, t349, t350, t351, t352, t353, t354) =STDEV.P(a345, a346, a347, a348, a349, a350, a351, a352, a353, a354) =STDEV.P(b345, b346, b347, b348, b349, b350, b351, b352, b353, b354) =STDEV.P(c345, c346, c347, c348, c349, c350, c351, c352, c353, c354) =STDEV.P(d345, d346, d347, d348, d349, d350, d351, d352, d353, d354) =STDEV.P(e345, e346, e347, e348, e349, e350, e351, e352, e353, e354) =STDEV.P(f345, f346, f347, f348, f349, f350, f351, f352, f353, f354) =STDEV.P(g345, g346, g347, g348, g349, g350, g351, g352, g353, g354) =STDEV.P(h345, h346, h347, h348, h349, h350, h351, h352, h353, h354) =STDEV.P(i345, i346, i347, i348, i349, i350, i351, i352, i353, i354) =STDEV.P(j345, j346, j347, j348, j349, j350, j351, j352, j353, j354) =STDEV.P(k345, k346, k347, k348, k349, k350, k351, k352, k353, k354) =STDEV.P(l345, l346, l347, l348, l349, l350, l351, l352, l353, l354) =STDEV.P(m345, m346, m347, m348, m349, m350, m351, m352, m353, m354) =STDEV.P(n345, n346, n347, n348, n349, n350, n351, n352, n353, n354) =STDEV.P(o345, o346, o347, o348, o349, o350, o351, o352, o353, o354) =STDEV.P(p345, p346, p347, p348, p349, p350, p351, p352, p353, p354) =STDEV.P(q345, q346, q347, q348, q349, q350, q351, q352, q353, q354) =STDEV.P(r345, r346, r347, r348, r349, r350, r351, r352, r353, r354) =STDEV.P(s345, s346, s347, s348, s349, s350, s351, s352, s353, s354) =STDEV.P(t345, t346, t347, t348, t349, t350, t351, t352, t353, t354)
+=AVERAGE(a355, a356, a357, a358, a359, a360, a361, a362, a363, a364) =AVERAGE(b355, b356, b357, b358, b359, b360, b361, b362, b363, b364) =AVERAGE(c355, c356, c357, c358, c359, c360, c361, c362, c363, c364) =AVERAGE(d355, d356, d357, d358, d359, d360, d361, d362, d363, d364) =AVERAGE(e355, e356, e357, e358, e359, e360, e361, e362, e363, e364) =AVERAGE(f355, f356, f357, f358, f359, f360, f361, f362, f363, f364) =AVERAGE(g355, g356, g357, g358, g359, g360, g361, g362, g363, g364) =AVERAGE(h355, h356, h357, h358, h359, h360, h361, h362, h363, h364) =AVERAGE(i355, i356, i357, i358, i359, i360, i361, i362, i363, i364) =AVERAGE(j355, j356, j357, j358, j359, j360, j361, j362, j363, j364) =AVERAGE(k355, k356, k357, k358, k359, k360, k361, k362, k363, k364) =AVERAGE(l355, l356, l357, l358, l359, l360, l361, l362, l363, l364) =AVERAGE(m355, m356, m357, m358, m359, m360, m361, m362, m363, m364) =AVERAGE(n355, n356, n357, n358, n359, n360, n361, n362, n363, n364) =AVERAGE(o355, o356, o357, o358, o359, o360, o361, o362, o363, o364) =AVERAGE(p355, p356, p357, p358, p359, p360, p361, p362, p363, p364) =AVERAGE(q355, q356, q357, q358, q359, q360, q361, q362, q363, q364) =AVERAGE(r355, r356, r357, r358, r359, r360, r361, r362, r363, r364) =AVERAGE(s355, s356, s357, s358, s359, s360, s361, s362, s363, s364) =AVERAGE(t355, t356, t357, t358, t359, t360, t361, t362, t363, t364) =STDEV.P(a355, a356, a357, a358, a359, a360, a361, a362, a363, a364) =STDEV.P(b355, b356, b357, b358, b359, b360, b361, b362, b363, b364) =STDEV.P(c355, c356, c357, c358, c359, c360, c361, c362, c363, c364) =STDEV.P(d355, d356, d357, d358, d359, d360, d361, d362, d363, d364) =STDEV.P(e355, e356, e357, e358, e359, e360, e361, e362, e363, e364) =STDEV.P(f355, f356, f357, f358, f359, f360, f361, f362, f363, f364) =STDEV.P(g355, g356, g357, g358, g359, g360, g361, g362, g363, g364) =STDEV.P(h355, h356, h357, h358, h359, h360, h361, h362, h363, h364) =STDEV.P(i355, i356, i357, i358, i359, i360, i361, i362, i363, i364) =STDEV.P(j355, j356, j357, j358, j359, j360, j361, j362, j363, j364) =STDEV.P(k355, k356, k357, k358, k359, k360, k361, k362, k363, k364) =STDEV.P(l355, l356, l357, l358, l359, l360, l361, l362, l363, l364) =STDEV.P(m355, m356, m357, m358, m359, m360, m361, m362, m363, m364) =STDEV.P(n355, n356, n357, n358, n359, n360, n361, n362, n363, n364) =STDEV.P(o355, o356, o357, o358, o359, o360, o361, o362, o363, o364) =STDEV.P(p355, p356, p357, p358, p359, p360, p361, p362, p363, p364) =STDEV.P(q355, q356, q357, q358, q359, q360, q361, q362, q363, q364) =STDEV.P(r355, r356, r357, r358, r359, r360, r361, r362, r363, r364) =STDEV.P(s355, s356, s357, s358, s359, s360, s361, s362, s363, s364) =STDEV.P(t355, t356, t357, t358, t359, t360, t361, t362, t363, t364)
+=AVERAGE(a365, a366, a367, a368, a369, a370, a371, a372, a373, a374) =AVERAGE(b365, b366, b367, b368, b369, b370, b371, b372, b373, b374) =AVERAGE(c365, c366, c367, c368, c369, c370, c371, c372, c373, c374) =AVERAGE(d365, d366, d367, d368, d369, d370, d371, d372, d373, d374) =AVERAGE(e365, e366, e367, e368, e369, e370, e371, e372, e373, e374) =AVERAGE(f365, f366, f367, f368, f369, f370, f371, f372, f373, f374) =AVERAGE(g365, g366, g367, g368, g369, g370, g371, g372, g373, g374) =AVERAGE(h365, h366, h367, h368, h369, h370, h371, h372, h373, h374) =AVERAGE(i365, i366, i367, i368, i369, i370, i371, i372, i373, i374) =AVERAGE(j365, j366, j367, j368, j369, j370, j371, j372, j373, j374) =AVERAGE(k365, k366, k367, k368, k369, k370, k371, k372, k373, k374) =AVERAGE(l365, l366, l367, l368, l369, l370, l371, l372, l373, l374) =AVERAGE(m365, m366, m367, m368, m369, m370, m371, m372, m373, m374) =AVERAGE(n365, n366, n367, n368, n369, n370, n371, n372, n373, n374) =AVERAGE(o365, o366, o367, o368, o369, o370, o371, o372, o373, o374) =AVERAGE(p365, p366, p367, p368, p369, p370, p371, p372, p373, p374) =AVERAGE(q365, q366, q367, q368, q369, q370, q371, q372, q373, q374) =AVERAGE(r365, r366, r367, r368, r369, r370, r371, r372, r373, r374) =AVERAGE(s365, s366, s367, s368, s369, s370, s371, s372, s373, s374) =AVERAGE(t365, t366, t367, t368, t369, t370, t371, t372, t373, t374) =STDEV.P(a365, a366, a367, a368, a369, a370, a371, a372, a373, a374) =STDEV.P(b365, b366, b367, b368, b369, b370, b371, b372, b373, b374) =STDEV.P(c365, c366, c367, c368, c369, c370, c371, c372, c373, c374) =STDEV.P(d365, d366, d367, d368, d369, d370, d371, d372, d373, d374) =STDEV.P(e365, e366, e367, e368, e369, e370, e371, e372, e373, e374) =STDEV.P(f365, f366, f367, f368, f369, f370, f371, f372, f373, f374) =STDEV.P(g365, g366, g367, g368, g369, g370, g371, g372, g373, g374) =STDEV.P(h365, h366, h367, h368, h369, h370, h371, h372, h373, h374) =STDEV.P(i365, i366, i367, i368, i369, i370, i371, i372, i373, i374) =STDEV.P(j365, j366, j367, j368, j369, j370, j371, j372, j373, j374) =STDEV.P(k365, k366, k367, k368, k369, k370, k371, k372, k373, k374) =STDEV.P(l365, l366, l367, l368, l369, l370, l371, l372, l373, l374) =STDEV.P(m365, m366, m367, m368, m369, m370, m371, m372, m373, m374) =STDEV.P(n365, n366, n367, n368, n369, n370, n371, n372, n373, n374) =STDEV.P(o365, o366, o367, o368, o369, o370, o371, o372, o373, o374) =STDEV.P(p365, p366, p367, p368, p369, p370, p371, p372, p373, p374) =STDEV.P(q365, q366, q367, q368, q369, q370, q371, q372, q373, q374) =STDEV.P(r365, r366, r367, r368, r369, r370, r371, r372, r373, r374) =STDEV.P(s365, s366, s367, s368, s369, s370, s371, s372, s373, s374) =STDEV.P(t365, t366, t367, t368, t369, t370, t371, t372, t373, t374)
+=AVERAGE(a375, a376, a377, a378, a379, a380, a381, a382, a383, a384) =AVERAGE(b375, b376, b377, b378, b379, b380, b381, b382, b383, b384) =AVERAGE(c375, c376, c377, c378, c379, c380, c381, c382, c383, c384) =AVERAGE(d375, d376, d377, d378, d379, d380, d381, d382, d383, d384) =AVERAGE(e375, e376, e377, e378, e379, e380, e381, e382, e383, e384) =AVERAGE(f375, f376, f377, f378, f379, f380, f381, f382, f383, f384) =AVERAGE(g375, g376, g377, g378, g379, g380, g381, g382, g383, g384) =AVERAGE(h375, h376, h377, h378, h379, h380, h381, h382, h383, h384) =AVERAGE(i375, i376, i377, i378, i379, i380, i381, i382, i383, i384) =AVERAGE(j375, j376, j377, j378, j379, j380, j381, j382, j383, j384) =AVERAGE(k375, k376, k377, k378, k379, k380, k381, k382, k383, k384) =AVERAGE(l375, l376, l377, l378, l379, l380, l381, l382, l383, l384) =AVERAGE(m375, m376, m377, m378, m379, m380, m381, m382, m383, m384) =AVERAGE(n375, n376, n377, n378, n379, n380, n381, n382, n383, n384) =AVERAGE(o375, o376, o377, o378, o379, o380, o381, o382, o383, o384) =AVERAGE(p375, p376, p377, p378, p379, p380, p381, p382, p383, p384) =AVERAGE(q375, q376, q377, q378, q379, q380, q381, q382, q383, q384) =AVERAGE(r375, r376, r377, r378, r379, r380, r381, r382, r383, r384) =AVERAGE(s375, s376, s377, s378, s379, s380, s381, s382, s383, s384) =AVERAGE(t375, t376, t377, t378, t379, t380, t381, t382, t383, t384) =STDEV.P(a375, a376, a377, a378, a379, a380, a381, a382, a383, a384) =STDEV.P(b375, b376, b377, b378, b379, b380, b381, b382, b383, b384) =STDEV.P(c375, c376, c377, c378, c379, c380, c381, c382, c383, c384) =STDEV.P(d375, d376, d377, d378, d379, d380, d381, d382, d383, d384) =STDEV.P(e375, e376, e377, e378, e379, e380, e381, e382, e383, e384) =STDEV.P(f375, f376, f377, f378, f379, f380, f381, f382, f383, f384) =STDEV.P(g375, g376, g377, g378, g379, g380, g381, g382, g383, g384) =STDEV.P(h375, h376, h377, h378, h379, h380, h381, h382, h383, h384) =STDEV.P(i375, i376, i377, i378, i379, i380, i381, i382, i383, i384) =STDEV.P(j375, j376, j377, j378, j379, j380, j381, j382, j383, j384) =STDEV.P(k375, k376, k377, k378, k379, k380, k381, k382, k383, k384) =STDEV.P(l375, l376, l377, l378, l379, l380, l381, l382, l383, l384) =STDEV.P(m375, m376, m377, m378, m379, m380, m381, m382, m383, m384) =STDEV.P(n375, n376, n377, n378, n379, n380, n381, n382, n383, n384) =STDEV.P(o375, o376, o377, o378, o379, o380, o381, o382, o383, o384) =STDEV.P(p375, p376, p377, p378, p379, p380, p381, p382, p383, p384) =STDEV.P(q375, q376, q377, q378, q379, q380, q381, q382, q383, q384) =STDEV.P(r375, r376, r377, r378, r379, r380, r381, r382, r383, r384) =STDEV.P(s375, s376, s377, s378, s379, s380, s381, s382, s383, s384) =STDEV.P(t375, t376, t377, t378, t379, t380, t381, t382, t383, t384)
+=AVERAGE(a385, a386, a387, a388, a389, a390, a391, a392, a393, a394) =AVERAGE(b385, b386, b387, b388, b389, b390, b391, b392, b393, b394) =AVERAGE(c385, c386, c387, c388, c389, c390, c391, c392, c393, c394) =AVERAGE(d385, d386, d387, d388, d389, d390, d391, d392, d393, d394) =AVERAGE(e385, e386, e387, e388, e389, e390, e391, e392, e393, e394) =AVERAGE(f385, f386, f387, f388, f389, f390, f391, f392, f393, f394) =AVERAGE(g385, g386, g387, g388, g389, g390, g391, g392, g393, g394) =AVERAGE(h385, h386, h387, h388, h389, h390, h391, h392, h393, h394) =AVERAGE(i385, i386, i387, i388, i389, i390, i391, i392, i393, i394) =AVERAGE(j385, j386, j387, j388, j389, j390, j391, j392, j393, j394) =AVERAGE(k385, k386, k387, k388, k389, k390, k391, k392, k393, k394) =AVERAGE(l385, l386, l387, l388, l389, l390, l391, l392, l393, l394) =AVERAGE(m385, m386, m387, m388, m389, m390, m391, m392, m393, m394) =AVERAGE(n385, n386, n387, n388, n389, n390, n391, n392, n393, n394) =AVERAGE(o385, o386, o387, o388, o389, o390, o391, o392, o393, o394) =AVERAGE(p385, p386, p387, p388, p389, p390, p391, p392, p393, p394) =AVERAGE(q385, q386, q387, q388, q389, q390, q391, q392, q393, q394) =AVERAGE(r385, r386, r387, r388, r389, r390, r391, r392, r393, r394) =AVERAGE(s385, s386, s387, s388, s389, s390, s391, s392, s393, s394) =AVERAGE(t385, t386, t387, t388, t389, t390, t391, t392, t393, t394) =STDEV.P(a385, a386, a387, a388, a389, a390, a391, a392, a393, a394) =STDEV.P(b385, b386, b387, b388, b389, b390, b391, b392, b393, b394) =STDEV.P(c385, c386, c387, c388, c389, c390, c391, c392, c393, c394) =STDEV.P(d385, d386, d387, d388, d389, d390, d391, d392, d393, d394) =STDEV.P(e385, e386, e387, e388, e389, e390, e391, e392, e393, e394) =STDEV.P(f385, f386, f387, f388, f389, f390, f391, f392, f393, f394) =STDEV.P(g385, g386, g387, g388, g389, g390, g391, g392, g393, g394) =STDEV.P(h385, h386, h387, h388, h389, h390, h391, h392, h393, h394) =STDEV.P(i385, i386, i387, i388, i389, i390, i391, i392, i393, i394) =STDEV.P(j385, j386, j387, j388, j389, j390, j391, j392, j393, j394) =STDEV.P(k385, k386, k387, k388, k389, k390, k391, k392, k393, k394) =STDEV.P(l385, l386, l387, l388, l389, l390, l391, l392, l393, l394) =STDEV.P(m385, m386, m387, m388, m389, m390, m391, m392, m393, m394) =STDEV.P(n385, n386, n387, n388, n389, n390, n391, n392, n393, n394) =STDEV.P(o385, o386, o387, o388, o389, o390, o391, o392, o393, o394) =STDEV.P(p385, p386, p387, p388, p389, p390, p391, p392, p393, p394) =STDEV.P(q385, q386, q387, q388, q389, q390, q391, q392, q393, q394) =STDEV.P(r385, r386, r387, r388, r389, r390, r391, r392, r393, r394) =STDEV.P(s385, s386, s387, s388, s389, s390, s391, s392, s393, s394) =STDEV.P(t385, t386, t387, t388, t389, t390, t391, t392, t393, t394)
+=AVERAGE(a395, a396, a397, a398, a399, a400, a401, a402, a403, a404) =AVERAGE(b395, b396, b397, b398, b399, b400, b401, b402, b403, b404) =AVERAGE(c395, c396, c397, c398, c399, c400, c401, c402, c403, c404) =AVERAGE(d395, d396, d397, d398, d399, d400, d401, d402, d403, d404) =AVERAGE(e395, e396, e397, e398, e399, e400, e401, e402, e403, e404) =AVERAGE(f395, f396, f397, f398, f399, f400, f401, f402, f403, f404) =AVERAGE(g395, g396, g397, g398, g399, g400, g401, g402, g403, g404) =AVERAGE(h395, h396, h397, h398, h399, h400, h401, h402, h403, h404) =AVERAGE(i395, i396, i397, i398, i399, i400, i401, i402, i403, i404) =AVERAGE(j395, j396, j397, j398, j399, j400, j401, j402, j403, j404) =AVERAGE(k395, k396, k397, k398, k399, k400, k401, k402, k403, k404) =AVERAGE(l395, l396, l397, l398, l399, l400, l401, l402, l403, l404) =AVERAGE(m395, m396, m397, m398, m399, m400, m401, m402, m403, m404) =AVERAGE(n395, n396, n397, n398, n399, n400, n401, n402, n403, n404) =AVERAGE(o395, o396, o397, o398, o399, o400, o401, o402, o403, o404) =AVERAGE(p395, p396, p397, p398, p399, p400, p401, p402, p403, p404) =AVERAGE(q395, q396, q397, q398, q399, q400, q401, q402, q403, q404) =AVERAGE(r395, r396, r397, r398, r399, r400, r401, r402, r403, r404) =AVERAGE(s395, s396, s397, s398, s399, s400, s401, s402, s403, s404) =AVERAGE(t395, t396, t397, t398, t399, t400, t401, t402, t403, t404) =STDEV.P(a395, a396, a397, a398, a399, a400, a401, a402, a403, a404) =STDEV.P(b395, b396, b397, b398, b399, b400, b401, b402, b403, b404) =STDEV.P(c395, c396, c397, c398, c399, c400, c401, c402, c403, c404) =STDEV.P(d395, d396, d397, d398, d399, d400, d401, d402, d403, d404) =STDEV.P(e395, e396, e397, e398, e399, e400, e401, e402, e403, e404) =STDEV.P(f395, f396, f397, f398, f399, f400, f401, f402, f403, f404) =STDEV.P(g395, g396, g397, g398, g399, g400, g401, g402, g403, g404) =STDEV.P(h395, h396, h397, h398, h399, h400, h401, h402, h403, h404) =STDEV.P(i395, i396, i397, i398, i399, i400, i401, i402, i403, i404) =STDEV.P(j395, j396, j397, j398, j399, j400, j401, j402, j403, j404) =STDEV.P(k395, k396, k397, k398, k399, k400, k401, k402, k403, k404) =STDEV.P(l395, l396, l397, l398, l399, l400, l401, l402, l403, l404) =STDEV.P(m395, m396, m397, m398, m399, m400, m401, m402, m403, m404) =STDEV.P(n395, n396, n397, n398, n399, n400, n401, n402, n403, n404) =STDEV.P(o395, o396, o397, o398, o399, o400, o401, o402, o403, o404) =STDEV.P(p395, p396, p397, p398, p399, p400, p401, p402, p403, p404) =STDEV.P(q395, q396, q397, q398, q399, q400, q401, q402, q403, q404) =STDEV.P(r395, r396, r397, r398, r399, r400, r401, r402, r403, r404) =STDEV.P(s395, s396, s397, s398, s399, s400, s401, s402, s403, s404) =STDEV.P(t395, t396, t397, t398, t399, t400, t401, t402, t403, t404)
+=AVERAGE(a405, a406, a407, a408, a409, a410, a411, a412, a413, a414) =AVERAGE(b405, b406, b407, b408, b409, b410, b411, b412, b413, b414) =AVERAGE(c405, c406, c407, c408, c409, c410, c411, c412, c413, c414) =AVERAGE(d405, d406, d407, d408, d409, d410, d411, d412, d413, d414) =AVERAGE(e405, e406, e407, e408, e409, e410, e411, e412, e413, e414) =AVERAGE(f405, f406, f407, f408, f409, f410, f411, f412, f413, f414) =AVERAGE(g405, g406, g407, g408, g409, g410, g411, g412, g413, g414) =AVERAGE(h405, h406, h407, h408, h409, h410, h411, h412, h413, h414) =AVERAGE(i405, i406, i407, i408, i409, i410, i411, i412, i413, i414) =AVERAGE(j405, j406, j407, j408, j409, j410, j411, j412, j413, j414) =AVERAGE(k405, k406, k407, k408, k409, k410, k411, k412, k413, k414) =AVERAGE(l405, l406, l407, l408, l409, l410, l411, l412, l413, l414) =AVERAGE(m405, m406, m407, m408, m409, m410, m411, m412, m413, m414) =AVERAGE(n405, n406, n407, n408, n409, n410, n411, n412, n413, n414) =AVERAGE(o405, o406, o407, o408, o409, o410, o411, o412, o413, o414) =AVERAGE(p405, p406, p407, p408, p409, p410, p411, p412, p413, p414) =AVERAGE(q405, q406, q407, q408, q409, q410, q411, q412, q413, q414) =AVERAGE(r405, r406, r407, r408, r409, r410, r411, r412, r413, r414) =AVERAGE(s405, s406, s407, s408, s409, s410, s411, s412, s413, s414) =AVERAGE(t405, t406, t407, t408, t409, t410, t411, t412, t413, t414) =STDEV.P(a405, a406, a407, a408, a409, a410, a411, a412, a413, a414) =STDEV.P(b405, b406, b407, b408, b409, b410, b411, b412, b413, b414) =STDEV.P(c405, c406, c407, c408, c409, c410, c411, c412, c413, c414) =STDEV.P(d405, d406, d407, d408, d409, d410, d411, d412, d413, d414) =STDEV.P(e405, e406, e407, e408, e409, e410, e411, e412, e413, e414) =STDEV.P(f405, f406, f407, f408, f409, f410, f411, f412, f413, f414) =STDEV.P(g405, g406, g407, g408, g409, g410, g411, g412, g413, g414) =STDEV.P(h405, h406, h407, h408, h409, h410, h411, h412, h413, h414) =STDEV.P(i405, i406, i407, i408, i409, i410, i411, i412, i413, i414) =STDEV.P(j405, j406, j407, j408, j409, j410, j411, j412, j413, j414) =STDEV.P(k405, k406, k407, k408, k409, k410, k411, k412, k413, k414) =STDEV.P(l405, l406, l407, l408, l409, l410, l411, l412, l413, l414) =STDEV.P(m405, m406, m407, m408, m409, m410, m411, m412, m413, m414) =STDEV.P(n405, n406, n407, n408, n409, n410, n411, n412, n413, n414) =STDEV.P(o405, o406, o407, o408, o409, o410, o411, o412, o413, o414) =STDEV.P(p405, p406, p407, p408, p409, p410, p411, p412, p413, p414) =STDEV.P(q405, q406, q407, q408, q409, q410, q411, q412, q413, q414) =STDEV.P(r405, r406, r407, r408, r409, r410, r411, r412, r413, r414) =STDEV.P(s405, s406, s407, s408, s409, s410, s411, s412, s413, s414) =STDEV.P(t405, t406, t407, t408, t409, t410, t411, t412, t413, t414)
+=AVERAGE(a415, a416, a417, a418, a419, a420, a421, a422, a423, a424) =AVERAGE(b415, b416, b417, b418, b419, b420, b421, b422, b423, b424) =AVERAGE(c415, c416, c417, c418, c419, c420, c421, c422, c423, c424) =AVERAGE(d415, d416, d417, d418, d419, d420, d421, d422, d423, d424) =AVERAGE(e415, e416, e417, e418, e419, e420, e421, e422, e423, e424) =AVERAGE(f415, f416, f417, f418, f419, f420, f421, f422, f423, f424) =AVERAGE(g415, g416, g417, g418, g419, g420, g421, g422, g423, g424) =AVERAGE(h415, h416, h417, h418, h419, h420, h421, h422, h423, h424) =AVERAGE(i415, i416, i417, i418, i419, i420, i421, i422, i423, i424) =AVERAGE(j415, j416, j417, j418, j419, j420, j421, j422, j423, j424) =AVERAGE(k415, k416, k417, k418, k419, k420, k421, k422, k423, k424) =AVERAGE(l415, l416, l417, l418, l419, l420, l421, l422, l423, l424) =AVERAGE(m415, m416, m417, m418, m419, m420, m421, m422, m423, m424) =AVERAGE(n415, n416, n417, n418, n419, n420, n421, n422, n423, n424) =AVERAGE(o415, o416, o417, o418, o419, o420, o421, o422, o423, o424) =AVERAGE(p415, p416, p417, p418, p419, p420, p421, p422, p423, p424) =AVERAGE(q415, q416, q417, q418, q419, q420, q421, q422, q423, q424) =AVERAGE(r415, r416, r417, r418, r419, r420, r421, r422, r423, r424) =AVERAGE(s415, s416, s417, s418, s419, s420, s421, s422, s423, s424) =AVERAGE(t415, t416, t417, t418, t419, t420, t421, t422, t423, t424) =STDEV.P(a415, a416, a417, a418, a419, a420, a421, a422, a423, a424) =STDEV.P(b415, b416, b417, b418, b419, b420, b421, b422, b423, b424) =STDEV.P(c415, c416, c417, c418, c419, c420, c421, c422, c423, c424) =STDEV.P(d415, d416, d417, d418, d419, d420, d421, d422, d423, d424) =STDEV.P(e415, e416, e417, e418, e419, e420, e421, e422, e423, e424) =STDEV.P(f415, f416, f417, f418, f419, f420, f421, f422, f423, f424) =STDEV.P(g415, g416, g417, g418, g419, g420, g421, g422, g423, g424) =STDEV.P(h415, h416, h417, h418, h419, h420, h421, h422, h423, h424) =STDEV.P(i415, i416, i417, i418, i419, i420, i421, i422, i423, i424) =STDEV.P(j415, j416, j417, j418, j419, j420, j421, j422, j423, j424) =STDEV.P(k415, k416, k417, k418, k419, k420, k421, k422, k423, k424) =STDEV.P(l415, l416, l417, l418, l419, l420, l421, l422, l423, l424) =STDEV.P(m415, m416, m417, m418, m419, m420, m421, m422, m423, m424) =STDEV.P(n415, n416, n417, n418, n419, n420, n421, n422, n423, n424) =STDEV.P(o415, o416, o417, o418, o419, o420, o421, o422, o423, o424) =STDEV.P(p415, p416, p417, p418, p419, p420, p421, p422, p423, p424) =STDEV.P(q415, q416, q417, q418, q419, q420, q421, q422, q423, q424) =STDEV.P(r415, r416, r417, r418, r419, r420, r421, r422, r423, r424) =STDEV.P(s415, s416, s417, s418, s419, s420, s421, s422, s423, s424) =STDEV.P(t415, t416, t417, t418, t419, t420, t421, t422, t423, t424)
+=AVERAGE(a425, a426, a427, a428, a429, a430, a431, a432, a433, a434) =AVERAGE(b425, b426, b427, b428, b429, b430, b431, b432, b433, b434) =AVERAGE(c425, c426, c427, c428, c429, c430, c431, c432, c433, c434) =AVERAGE(d425, d426, d427, d428, d429, d430, d431, d432, d433, d434) =AVERAGE(e425, e426, e427, e428, e429, e430, e431, e432, e433, e434) =AVERAGE(f425, f426, f427, f428, f429, f430, f431, f432, f433, f434) =AVERAGE(g425, g426, g427, g428, g429, g430, g431, g432, g433, g434) =AVERAGE(h425, h426, h427, h428, h429, h430, h431, h432, h433, h434) =AVERAGE(i425, i426, i427, i428, i429, i430, i431, i432, i433, i434) =AVERAGE(j425, j426, j427, j428, j429, j430, j431, j432, j433, j434) =AVERAGE(k425, k426, k427, k428, k429, k430, k431, k432, k433, k434) =AVERAGE(l425, l426, l427, l428, l429, l430, l431, l432, l433, l434) =AVERAGE(m425, m426, m427, m428, m429, m430, m431, m432, m433, m434) =AVERAGE(n425, n426, n427, n428, n429, n430, n431, n432, n433, n434) =AVERAGE(o425, o426, o427, o428, o429, o430, o431, o432, o433, o434) =AVERAGE(p425, p426, p427, p428, p429, p430, p431, p432, p433, p434) =AVERAGE(q425, q426, q427, q428, q429, q430, q431, q432, q433, q434) =AVERAGE(r425, r426, r427, r428, r429, r430, r431, r432, r433, r434) =AVERAGE(s425, s426, s427, s428, s429, s430, s431, s432, s433, s434) =AVERAGE(t425, t426, t427, t428, t429, t430, t431, t432, t433, t434) =STDEV.P(a425, a426, a427, a428, a429, a430, a431, a432, a433, a434) =STDEV.P(b425, b426, b427, b428, b429, b430, b431, b432, b433, b434) =STDEV.P(c425, c426, c427, c428, c429, c430, c431, c432, c433, c434) =STDEV.P(d425, d426, d427, d428, d429, d430, d431, d432, d433, d434) =STDEV.P(e425, e426, e427, e428, e429, e430, e431, e432, e433, e434) =STDEV.P(f425, f426, f427, f428, f429, f430, f431, f432, f433, f434) =STDEV.P(g425, g426, g427, g428, g429, g430, g431, g432, g433, g434) =STDEV.P(h425, h426, h427, h428, h429, h430, h431, h432, h433, h434) =STDEV.P(i425, i426, i427, i428, i429, i430, i431, i432, i433, i434) =STDEV.P(j425, j426, j427, j428, j429, j430, j431, j432, j433, j434) =STDEV.P(k425, k426, k427, k428, k429, k430, k431, k432, k433, k434) =STDEV.P(l425, l426, l427, l428, l429, l430, l431, l432, l433, l434) =STDEV.P(m425, m426, m427, m428, m429, m430, m431, m432, m433, m434) =STDEV.P(n425, n426, n427, n428, n429, n430, n431, n432, n433, n434) =STDEV.P(o425, o426, o427, o428, o429, o430, o431, o432, o433, o434) =STDEV.P(p425, p426, p427, p428, p429, p430, p431, p432, p433, p434) =STDEV.P(q425, q426, q427, q428, q429, q430, q431, q432, q433, q434) =STDEV.P(r425, r426, r427, r428, r429, r430, r431, r432, r433, r434) =STDEV.P(s425, s426, s427, s428, s429, s430, s431, s432, s433, s434) =STDEV.P(t425, t426, t427, t428, t429, t430, t431, t432, t433, t434)
+=AVERAGE(a435, a436, a437, a438, a439, a440, a441, a442, a443, a444) =AVERAGE(b435, b436, b437, b438, b439, b440, b441, b442, b443, b444) =AVERAGE(c435, c436, c437, c438, c439, c440, c441, c442, c443, c444) =AVERAGE(d435, d436, d437, d438, d439, d440, d441, d442, d443, d444) =AVERAGE(e435, e436, e437, e438, e439, e440, e441, e442, e443, e444) =AVERAGE(f435, f436, f437, f438, f439, f440, f441, f442, f443, f444) =AVERAGE(g435, g436, g437, g438, g439, g440, g441, g442, g443, g444) =AVERAGE(h435, h436, h437, h438, h439, h440, h441, h442, h443, h444) =AVERAGE(i435, i436, i437, i438, i439, i440, i441, i442, i443, i444) =AVERAGE(j435, j436, j437, j438, j439, j440, j441, j442, j443, j444) =AVERAGE(k435, k436, k437, k438, k439, k440, k441, k442, k443, k444) =AVERAGE(l435, l436, l437, l438, l439, l440, l441, l442, l443, l444) =AVERAGE(m435, m436, m437, m438, m439, m440, m441, m442, m443, m444) =AVERAGE(n435, n436, n437, n438, n439, n440, n441, n442, n443, n444) =AVERAGE(o435, o436, o437, o438, o439, o440, o441, o442, o443, o444) =AVERAGE(p435, p436, p437, p438, p439, p440, p441, p442, p443, p444) =AVERAGE(q435, q436, q437, q438, q439, q440, q441, q442, q443, q444) =AVERAGE(r435, r436, r437, r438, r439, r440, r441, r442, r443, r444) =AVERAGE(s435, s436, s437, s438, s439, s440, s441, s442, s443, s444) =AVERAGE(t435, t436, t437, t438, t439, t440, t441, t442, t443, t444) =STDEV.P(a435, a436, a437, a438, a439, a440, a441, a442, a443, a444) =STDEV.P(b435, b436, b437, b438, b439, b440, b441, b442, b443, b444) =STDEV.P(c435, c436, c437, c438, c439, c440, c441, c442, c443, c444) =STDEV.P(d435, d436, d437, d438, d439, d440, d441, d442, d443, d444) =STDEV.P(e435, e436, e437, e438, e439, e440, e441, e442, e443, e444) =STDEV.P(f435, f436, f437, f438, f439, f440, f441, f442, f443, f444) =STDEV.P(g435, g436, g437, g438, g439, g440, g441, g442, g443, g444) =STDEV.P(h435, h436, h437, h438, h439, h440, h441, h442, h443, h444) =STDEV.P(i435, i436, i437, i438, i439, i440, i441, i442, i443, i444) =STDEV.P(j435, j436, j437, j438, j439, j440, j441, j442, j443, j444) =STDEV.P(k435, k436, k437, k438, k439, k440, k441, k442, k443, k444) =STDEV.P(l435, l436, l437, l438, l439, l440, l441, l442, l443, l444) =STDEV.P(m435, m436, m437, m438, m439, m440, m441, m442, m443, m444) =STDEV.P(n435, n436, n437, n438, n439, n440, n441, n442, n443, n444) =STDEV.P(o435, o436, o437, o438, o439, o440, o441, o442, o443, o444) =STDEV.P(p435, p436, p437, p438, p439, p440, p441, p442, p443, p444) =STDEV.P(q435, q436, q437, q438, q439, q440, q441, q442, q443, q444) =STDEV.P(r435, r436, r437, r438, r439, r440, r441, r442, r443, r444) =STDEV.P(s435, s436, s437, s438, s439, s440, s441, s442, s443, s444) =STDEV.P(t435, t436, t437, t438, t439, t440, t441, t442, t443, t444)
+=AVERAGE(a445, a446, a447, a448, a449, a450, a451, a452, a453, a454) =AVERAGE(b445, b446, b447, b448, b449, b450, b451, b452, b453, b454) =AVERAGE(c445, c446, c447, c448, c449, c450, c451, c452, c453, c454) =AVERAGE(d445, d446, d447, d448, d449, d450, d451, d452, d453, d454) =AVERAGE(e445, e446, e447, e448, e449, e450, e451, e452, e453, e454) =AVERAGE(f445, f446, f447, f448, f449, f450, f451, f452, f453, f454) =AVERAGE(g445, g446, g447, g448, g449, g450, g451, g452, g453, g454) =AVERAGE(h445, h446, h447, h448, h449, h450, h451, h452, h453, h454) =AVERAGE(i445, i446, i447, i448, i449, i450, i451, i452, i453, i454) =AVERAGE(j445, j446, j447, j448, j449, j450, j451, j452, j453, j454) =AVERAGE(k445, k446, k447, k448, k449, k450, k451, k452, k453, k454) =AVERAGE(l445, l446, l447, l448, l449, l450, l451, l452, l453, l454) =AVERAGE(m445, m446, m447, m448, m449, m450, m451, m452, m453, m454) =AVERAGE(n445, n446, n447, n448, n449, n450, n451, n452, n453, n454) =AVERAGE(o445, o446, o447, o448, o449, o450, o451, o452, o453, o454) =AVERAGE(p445, p446, p447, p448, p449, p450, p451, p452, p453, p454) =AVERAGE(q445, q446, q447, q448, q449, q450, q451, q452, q453, q454) =AVERAGE(r445, r446, r447, r448, r449, r450, r451, r452, r453, r454) =AVERAGE(s445, s446, s447, s448, s449, s450, s451, s452, s453, s454) =AVERAGE(t445, t446, t447, t448, t449, t450, t451, t452, t453, t454) =STDEV.P(a445, a446, a447, a448, a449, a450, a451, a452, a453, a454) =STDEV.P(b445, b446, b447, b448, b449, b450, b451, b452, b453, b454) =STDEV.P(c445, c446, c447, c448, c449, c450, c451, c452, c453, c454) =STDEV.P(d445, d446, d447, d448, d449, d450, d451, d452, d453, d454) =STDEV.P(e445, e446, e447, e448, e449, e450, e451, e452, e453, e454) =STDEV.P(f445, f446, f447, f448, f449, f450, f451, f452, f453, f454) =STDEV.P(g445, g446, g447, g448, g449, g450, g451, g452, g453, g454) =STDEV.P(h445, h446, h447, h448, h449, h450, h451, h452, h453, h454) =STDEV.P(i445, i446, i447, i448, i449, i450, i451, i452, i453, i454) =STDEV.P(j445, j446, j447, j448, j449, j450, j451, j452, j453, j454) =STDEV.P(k445, k446, k447, k448, k449, k450, k451, k452, k453, k454) =STDEV.P(l445, l446, l447, l448, l449, l450, l451, l452, l453, l454) =STDEV.P(m445, m446, m447, m448, m449, m450, m451, m452, m453, m454) =STDEV.P(n445, n446, n447, n448, n449, n450, n451, n452, n453, n454) =STDEV.P(o445, o446, o447, o448, o449, o450, o451, o452, o453, o454) =STDEV.P(p445, p446, p447, p448, p449, p450, p451, p452, p453, p454) =STDEV.P(q445, q446, q447, q448, q449, q450, q451, q452, q453, q454) =STDEV.P(r445, r446, r447, r448, r449, r450, r451, r452, r453, r454) =STDEV.P(s445, s446, s447, s448, s449, s450, s451, s452, s453, s454) =STDEV.P(t445, t446, t447, t448, t449, t450, t451, t452, t453, t454)
+=AVERAGE(a455, a456, a457, a458, a459, a460, a461, a462, a463, a464) =AVERAGE(b455, b456, b457, b458, b459, b460, b461, b462, b463, b464) =AVERAGE(c455, c456, c457, c458, c459, c460, c461, c462, c463, c464) =AVERAGE(d455, d456, d457, d458, d459, d460, d461, d462, d463, d464) =AVERAGE(e455, e456, e457, e458, e459, e460, e461, e462, e463, e464) =AVERAGE(f455, f456, f457, f458, f459, f460, f461, f462, f463, f464) =AVERAGE(g455, g456, g457, g458, g459, g460, g461, g462, g463, g464) =AVERAGE(h455, h456, h457, h458, h459, h460, h461, h462, h463, h464) =AVERAGE(i455, i456, i457, i458, i459, i460, i461, i462, i463, i464) =AVERAGE(j455, j456, j457, j458, j459, j460, j461, j462, j463, j464) =AVERAGE(k455, k456, k457, k458, k459, k460, k461, k462, k463, k464) =AVERAGE(l455, l456, l457, l458, l459, l460, l461, l462, l463, l464) =AVERAGE(m455, m456, m457, m458, m459, m460, m461, m462, m463, m464) =AVERAGE(n455, n456, n457, n458, n459, n460, n461, n462, n463, n464) =AVERAGE(o455, o456, o457, o458, o459, o460, o461, o462, o463, o464) =AVERAGE(p455, p456, p457, p458, p459, p460, p461, p462, p463, p464) =AVERAGE(q455, q456, q457, q458, q459, q460, q461, q462, q463, q464) =AVERAGE(r455, r456, r457, r458, r459, r460, r461, r462, r463, r464) =AVERAGE(s455, s456, s457, s458, s459, s460, s461, s462, s463, s464) =AVERAGE(t455, t456, t457, t458, t459, t460, t461, t462, t463, t464) =STDEV.P(a455, a456, a457, a458, a459, a460, a461, a462, a463, a464) =STDEV.P(b455, b456, b457, b458, b459, b460, b461, b462, b463, b464) =STDEV.P(c455, c456, c457, c458, c459, c460, c461, c462, c463, c464) =STDEV.P(d455, d456, d457, d458, d459, d460, d461, d462, d463, d464) =STDEV.P(e455, e456, e457, e458, e459, e460, e461, e462, e463, e464) =STDEV.P(f455, f456, f457, f458, f459, f460, f461, f462, f463, f464) =STDEV.P(g455, g456, g457, g458, g459, g460, g461, g462, g463, g464) =STDEV.P(h455, h456, h457, h458, h459, h460, h461, h462, h463, h464) =STDEV.P(i455, i456, i457, i458, i459, i460, i461, i462, i463, i464) =STDEV.P(j455, j456, j457, j458, j459, j460, j461, j462, j463, j464) =STDEV.P(k455, k456, k457, k458, k459, k460, k461, k462, k463, k464) =STDEV.P(l455, l456, l457, l458, l459, l460, l461, l462, l463, l464) =STDEV.P(m455, m456, m457, m458, m459, m460, m461, m462, m463, m464) =STDEV.P(n455, n456, n457, n458, n459, n460, n461, n462, n463, n464) =STDEV.P(o455, o456, o457, o458, o459, o460, o461, o462, o463, o464) =STDEV.P(p455, p456, p457, p458, p459, p460, p461, p462, p463, p464) =STDEV.P(q455, q456, q457, q458, q459, q460, q461, q462, q463, q464) =STDEV.P(r455, r456, r457, r458, r459, r460, r461, r462, r463, r464) =STDEV.P(s455, s456, s457, s458, s459, s460, s461, s462, s463, s464) =STDEV.P(t455, t456, t457, t458, t459, t460, t461, t462, t463, t464)
+=AVERAGE(a465, a466, a467, a468, a469, a470, a471, a472, a473, a474) =AVERAGE(b465, b466, b467, b468, b469, b470, b471, b472, b473, b474) =AVERAGE(c465, c466, c467, c468, c469, c470, c471, c472, c473, c474) =AVERAGE(d465, d466, d467, d468, d469, d470, d471, d472, d473, d474) =AVERAGE(e465, e466, e467, e468, e469, e470, e471, e472, e473, e474) =AVERAGE(f465, f466, f467, f468, f469, f470, f471, f472, f473, f474) =AVERAGE(g465, g466, g467, g468, g469, g470, g471, g472, g473, g474) =AVERAGE(h465, h466, h467, h468, h469, h470, h471, h472, h473, h474) =AVERAGE(i465, i466, i467, i468, i469, i470, i471, i472, i473, i474) =AVERAGE(j465, j466, j467, j468, j469, j470, j471, j472, j473, j474) =AVERAGE(k465, k466, k467, k468, k469, k470, k471, k472, k473, k474) =AVERAGE(l465, l466, l467, l468, l469, l470, l471, l472, l473, l474) =AVERAGE(m465, m466, m467, m468, m469, m470, m471, m472, m473, m474) =AVERAGE(n465, n466, n467, n468, n469, n470, n471, n472, n473, n474) =AVERAGE(o465, o466, o467, o468, o469, o470, o471, o472, o473, o474) =AVERAGE(p465, p466, p467, p468, p469, p470, p471, p472, p473, p474) =AVERAGE(q465, q466, q467, q468, q469, q470, q471, q472, q473, q474) =AVERAGE(r465, r466, r467, r468, r469, r470, r471, r472, r473, r474) =AVERAGE(s465, s466, s467, s468, s469, s470, s471, s472, s473, s474) =AVERAGE(t465, t466, t467, t468, t469, t470, t471, t472, t473, t474) =STDEV.P(a465, a466, a467, a468, a469, a470, a471, a472, a473, a474) =STDEV.P(b465, b466, b467, b468, b469, b470, b471, b472, b473, b474) =STDEV.P(c465, c466, c467, c468, c469, c470, c471, c472, c473, c474) =STDEV.P(d465, d466, d467, d468, d469, d470, d471, d472, d473, d474) =STDEV.P(e465, e466, e467, e468, e469, e470, e471, e472, e473, e474) =STDEV.P(f465, f466, f467, f468, f469, f470, f471, f472, f473, f474) =STDEV.P(g465, g466, g467, g468, g469, g470, g471, g472, g473, g474) =STDEV.P(h465, h466, h467, h468, h469, h470, h471, h472, h473, h474) =STDEV.P(i465, i466, i467, i468, i469, i470, i471, i472, i473, i474) =STDEV.P(j465, j466, j467, j468, j469, j470, j471, j472, j473, j474) =STDEV.P(k465, k466, k467, k468, k469, k470, k471, k472, k473, k474) =STDEV.P(l465, l466, l467, l468, l469, l470, l471, l472, l473, l474) =STDEV.P(m465, m466, m467, m468, m469, m470, m471, m472, m473, m474) =STDEV.P(n465, n466, n467, n468, n469, n470, n471, n472, n473, n474) =STDEV.P(o465, o466, o467, o468, o469, o470, o471, o472, o473, o474) =STDEV.P(p465, p466, p467, p468, p469, p470, p471, p472, p473, p474) =STDEV.P(q465, q466, q467, q468, q469, q470, q471, q472, q473, q474) =STDEV.P(r465, r466, r467, r468, r469, r470, r471, r472, r473, r474) =STDEV.P(s465, s466, s467, s468, s469, s470, s471, s472, s473, s474) =STDEV.P(t465, t466, t467, t468, t469, t470, t471, t472, t473, t474)
+=AVERAGE(a475, a476, a477, a478, a479, a480, a481, a482, a483, a484) =AVERAGE(b475, b476, b477, b478, b479, b480, b481, b482, b483, b484) =AVERAGE(c475, c476, c477, c478, c479, c480, c481, c482, c483, c484) =AVERAGE(d475, d476, d477, d478, d479, d480, d481, d482, d483, d484) =AVERAGE(e475, e476, e477, e478, e479, e480, e481, e482, e483, e484) =AVERAGE(f475, f476, f477, f478, f479, f480, f481, f482, f483, f484) =AVERAGE(g475, g476, g477, g478, g479, g480, g481, g482, g483, g484) =AVERAGE(h475, h476, h477, h478, h479, h480, h481, h482, h483, h484) =AVERAGE(i475, i476, i477, i478, i479, i480, i481, i482, i483, i484) =AVERAGE(j475, j476, j477, j478, j479, j480, j481, j482, j483, j484) =AVERAGE(k475, k476, k477, k478, k479, k480, k481, k482, k483, k484) =AVERAGE(l475, l476, l477, l478, l479, l480, l481, l482, l483, l484) =AVERAGE(m475, m476, m477, m478, m479, m480, m481, m482, m483, m484) =AVERAGE(n475, n476, n477, n478, n479, n480, n481, n482, n483, n484) =AVERAGE(o475, o476, o477, o478, o479, o480, o481, o482, o483, o484) =AVERAGE(p475, p476, p477, p478, p479, p480, p481, p482, p483, p484) =AVERAGE(q475, q476, q477, q478, q479, q480, q481, q482, q483, q484) =AVERAGE(r475, r476, r477, r478, r479, r480, r481, r482, r483, r484) =AVERAGE(s475, s476, s477, s478, s479, s480, s481, s482, s483, s484) =AVERAGE(t475, t476, t477, t478, t479, t480, t481, t482, t483, t484) =STDEV.P(a475, a476, a477, a478, a479, a480, a481, a482, a483, a484) =STDEV.P(b475, b476, b477, b478, b479, b480, b481, b482, b483, b484) =STDEV.P(c475, c476, c477, c478, c479, c480, c481, c482, c483, c484) =STDEV.P(d475, d476, d477, d478, d479, d480, d481, d482, d483, d484) =STDEV.P(e475, e476, e477, e478, e479, e480, e481, e482, e483, e484) =STDEV.P(f475, f476, f477, f478, f479, f480, f481, f482, f483, f484) =STDEV.P(g475, g476, g477, g478, g479, g480, g481, g482, g483, g484) =STDEV.P(h475, h476, h477, h478, h479, h480, h481, h482, h483, h484) =STDEV.P(i475, i476, i477, i478, i479, i480, i481, i482, i483, i484) =STDEV.P(j475, j476, j477, j478, j479, j480, j481, j482, j483, j484) =STDEV.P(k475, k476, k477, k478, k479, k480, k481, k482, k483, k484) =STDEV.P(l475, l476, l477, l478, l479, l480, l481, l482, l483, l484) =STDEV.P(m475, m476, m477, m478, m479, m480, m481, m482, m483, m484) =STDEV.P(n475, n476, n477, n478, n479, n480, n481, n482, n483, n484) =STDEV.P(o475, o476, o477, o478, o479, o480, o481, o482, o483, o484) =STDEV.P(p475, p476, p477, p478, p479, p480, p481, p482, p483, p484) =STDEV.P(q475, q476, q477, q478, q479, q480, q481, q482, q483, q484) =STDEV.P(r475, r476, r477, r478, r479, r480, r481, r482, r483, r484) =STDEV.P(s475, s476, s477, s478, s479, s480, s481, s482, s483, s484) =STDEV.P(t475, t476, t477, t478, t479, t480, t481, t482, t483, t484)
+=AVERAGE(a485, a486, a487, a488, a489, a490, a491, a492, a493, a494) =AVERAGE(b485, b486, b487, b488, b489, b490, b491, b492, b493, b494) =AVERAGE(c485, c486, c487, c488, c489, c490, c491, c492, c493, c494) =AVERAGE(d485, d486, d487, d488, d489, d490, d491, d492, d493, d494) =AVERAGE(e485, e486, e487, e488, e489, e490, e491, e492, e493, e494) =AVERAGE(f485, f486, f487, f488, f489, f490, f491, f492, f493, f494) =AVERAGE(g485, g486, g487, g488, g489, g490, g491, g492, g493, g494) =AVERAGE(h485, h486, h487, h488, h489, h490, h491, h492, h493, h494) =AVERAGE(i485, i486, i487, i488, i489, i490, i491, i492, i493, i494) =AVERAGE(j485, j486, j487, j488, j489, j490, j491, j492, j493, j494) =AVERAGE(k485, k486, k487, k488, k489, k490, k491, k492, k493, k494) =AVERAGE(l485, l486, l487, l488, l489, l490, l491, l492, l493, l494) =AVERAGE(m485, m486, m487, m488, m489, m490, m491, m492, m493, m494) =AVERAGE(n485, n486, n487, n488, n489, n490, n491, n492, n493, n494) =AVERAGE(o485, o486, o487, o488, o489, o490, o491, o492, o493, o494) =AVERAGE(p485, p486, p487, p488, p489, p490, p491, p492, p493, p494) =AVERAGE(q485, q486, q487, q488, q489, q490, q491, q492, q493, q494) =AVERAGE(r485, r486, r487, r488, r489, r490, r491, r492, r493, r494) =AVERAGE(s485, s486, s487, s488, s489, s490, s491, s492, s493, s494) =AVERAGE(t485, t486, t487, t488, t489, t490, t491, t492, t493, t494) =STDEV.P(a485, a486, a487, a488, a489, a490, a491, a492, a493, a494) =STDEV.P(b485, b486, b487, b488, b489, b490, b491, b492, b493, b494) =STDEV.P(c485, c486, c487, c488, c489, c490, c491, c492, c493, c494) =STDEV.P(d485, d486, d487, d488, d489, d490, d491, d492, d493, d494) =STDEV.P(e485, e486, e487, e488, e489, e490, e491, e492, e493, e494) =STDEV.P(f485, f486, f487, f488, f489, f490, f491, f492, f493, f494) =STDEV.P(g485, g486, g487, g488, g489, g490, g491, g492, g493, g494) =STDEV.P(h485, h486, h487, h488, h489, h490, h491, h492, h493, h494) =STDEV.P(i485, i486, i487, i488, i489, i490, i491, i492, i493, i494) =STDEV.P(j485, j486, j487, j488, j489, j490, j491, j492, j493, j494) =STDEV.P(k485, k486, k487, k488, k489, k490, k491, k492, k493, k494) =STDEV.P(l485, l486, l487, l488, l489, l490, l491, l492, l493, l494) =STDEV.P(m485, m486, m487, m488, m489, m490, m491, m492, m493, m494) =STDEV.P(n485, n486, n487, n488, n489, n490, n491, n492, n493, n494) =STDEV.P(o485, o486, o487, o488, o489, o490, o491, o492, o493, o494) =STDEV.P(p485, p486, p487, p488, p489, p490, p491, p492, p493, p494) =STDEV.P(q485, q486, q487, q488, q489, q490, q491, q492, q493, q494) =STDEV.P(r485, r486, r487, r488, r489, r490, r491, r492, r493, r494) =STDEV.P(s485, s486, s487, s488, s489, s490, s491, s492, s493, s494) =STDEV.P(t485, t486, t487, t488, t489, t490, t491, t492, t493, t494)
+=AVERAGE(a495, a496, a497, a498, a499, a500, a501, a502, a503, a504) =AVERAGE(b495, b496, b497, b498, b499, b500, b501, b502, b503, b504) =AVERAGE(c495, c496, c497, c498, c499, c500, c501, c502, c503, c504) =AVERAGE(d495, d496, d497, d498, d499, d500, d501, d502, d503, d504) =AVERAGE(e495, e496, e497, e498, e499, e500, e501, e502, e503, e504) =AVERAGE(f495, f496, f497, f498, f499, f500, f501, f502, f503, f504) =AVERAGE(g495, g496, g497, g498, g499, g500, g501, g502, g503, g504) =AVERAGE(h495, h496, h497, h498, h499, h500, h501, h502, h503, h504) =AVERAGE(i495, i496, i497, i498, i499, i500, i501, i502, i503, i504) =AVERAGE(j495, j496, j497, j498, j499, j500, j501, j502, j503, j504) =AVERAGE(k495, k496, k497, k498, k499, k500, k501, k502, k503, k504) =AVERAGE(l495, l496, l497, l498, l499, l500, l501, l502, l503, l504) =AVERAGE(m495, m496, m497, m498, m499, m500, m501, m502, m503, m504) =AVERAGE(n495, n496, n497, n498, n499, n500, n501, n502, n503, n504) =AVERAGE(o495, o496, o497, o498, o499, o500, o501, o502, o503, o504) =AVERAGE(p495, p496, p497, p498, p499, p500, p501, p502, p503, p504) =AVERAGE(q495, q496, q497, q498, q499, q500, q501, q502, q503, q504) =AVERAGE(r495, r496, r497, r498, r499, r500, r501, r502, r503, r504) =AVERAGE(s495, s496, s497, s498, s499, s500, s501, s502, s503, s504) =AVERAGE(t495, t496, t497, t498, t499, t500, t501, t502, t503, t504) =STDEV.P(a495, a496, a497, a498, a499, a500, a501, a502, a503, a504) =STDEV.P(b495, b496, b497, b498, b499, b500, b501, b502, b503, b504) =STDEV.P(c495, c496, c497, c498, c499, c500, c501, c502, c503, c504) =STDEV.P(d495, d496, d497, d498, d499, d500, d501, d502, d503, d504) =STDEV.P(e495, e496, e497, e498, e499, e500, e501, e502, e503, e504) =STDEV.P(f495, f496, f497, f498, f499, f500, f501, f502, f503, f504) =STDEV.P(g495, g496, g497, g498, g499, g500, g501, g502, g503, g504) =STDEV.P(h495, h496, h497, h498, h499, h500, h501, h502, h503, h504) =STDEV.P(i495, i496, i497, i498, i499, i500, i501, i502, i503, i504) =STDEV.P(j495, j496, j497, j498, j499, j500, j501, j502, j503, j504) =STDEV.P(k495, k496, k497, k498, k499, k500, k501, k502, k503, k504) =STDEV.P(l495, l496, l497, l498, l499, l500, l501, l502, l503, l504) =STDEV.P(m495, m496, m497, m498, m499, m500, m501, m502, m503, m504) =STDEV.P(n495, n496, n497, n498, n499, n500, n501, n502, n503, n504) =STDEV.P(o495, o496, o497, o498, o499, o500, o501, o502, o503, o504) =STDEV.P(p495, p496, p497, p498, p499, p500, p501, p502, p503, p504) =STDEV.P(q495, q496, q497, q498, q499, q500, q501, q502, q503, q504) =STDEV.P(r495, r496, r497, r498, r499, r500, r501, r502, r503, r504) =STDEV.P(s495, s496, s497, s498, s499, s500, s501, s502, s503, s504) =STDEV.P(t495, t496, t497, t498, t499, t500, t501, t502, t503, t504)
+=AVERAGE(a505, a506, a507, a508, a509, a510, a511, a512, a513, a514) =AVERAGE(b505, b506, b507, b508, b509, b510, b511, b512, b513, b514) =AVERAGE(c505, c506, c507, c508, c509, c510, c511, c512, c513, c514) =AVERAGE(d505, d506, d507, d508, d509, d510, d511, d512, d513, d514) =AVERAGE(e505, e506, e507, e508, e509, e510, e511, e512, e513, e514) =AVERAGE(f505, f506, f507, f508, f509, f510, f511, f512, f513, f514) =AVERAGE(g505, g506, g507, g508, g509, g510, g511, g512, g513, g514) =AVERAGE(h505, h506, h507, h508, h509, h510, h511, h512, h513, h514) =AVERAGE(i505, i506, i507, i508, i509, i510, i511, i512, i513, i514) =AVERAGE(j505, j506, j507, j508, j509, j510, j511, j512, j513, j514) =AVERAGE(k505, k506, k507, k508, k509, k510, k511, k512, k513, k514) =AVERAGE(l505, l506, l507, l508, l509, l510, l511, l512, l513, l514) =AVERAGE(m505, m506, m507, m508, m509, m510, m511, m512, m513, m514) =AVERAGE(n505, n506, n507, n508, n509, n510, n511, n512, n513, n514) =AVERAGE(o505, o506, o507, o508, o509, o510, o511, o512, o513, o514) =AVERAGE(p505, p506, p507, p508, p509, p510, p511, p512, p513, p514) =AVERAGE(q505, q506, q507, q508, q509, q510, q511, q512, q513, q514) =AVERAGE(r505, r506, r507, r508, r509, r510, r511, r512, r513, r514) =AVERAGE(s505, s506, s507, s508, s509, s510, s511, s512, s513, s514) =AVERAGE(t505, t506, t507, t508, t509, t510, t511, t512, t513, t514) =STDEV.P(a505, a506, a507, a508, a509, a510, a511, a512, a513, a514) =STDEV.P(b505, b506, b507, b508, b509, b510, b511, b512, b513, b514) =STDEV.P(c505, c506, c507, c508, c509, c510, c511, c512, c513, c514) =STDEV.P(d505, d506, d507, d508, d509, d510, d511, d512, d513, d514) =STDEV.P(e505, e506, e507, e508, e509, e510, e511, e512, e513, e514) =STDEV.P(f505, f506, f507, f508, f509, f510, f511, f512, f513, f514) =STDEV.P(g505, g506, g507, g508, g509, g510, g511, g512, g513, g514) =STDEV.P(h505, h506, h507, h508, h509, h510, h511, h512, h513, h514) =STDEV.P(i505, i506, i507, i508, i509, i510, i511, i512, i513, i514) =STDEV.P(j505, j506, j507, j508, j509, j510, j511, j512, j513, j514) =STDEV.P(k505, k506, k507, k508, k509, k510, k511, k512, k513, k514) =STDEV.P(l505, l506, l507, l508, l509, l510, l511, l512, l513, l514) =STDEV.P(m505, m506, m507, m508, m509, m510, m511, m512, m513, m514) =STDEV.P(n505, n506, n507, n508, n509, n510, n511, n512, n513, n514) =STDEV.P(o505, o506, o507, o508, o509, o510, o511, o512, o513, o514) =STDEV.P(p505, p506, p507, p508, p509, p510, p511, p512, p513, p514) =STDEV.P(q505, q506, q507, q508, q509, q510, q511, q512, q513, q514) =STDEV.P(r505, r506, r507, r508, r509, r510, r511, r512, r513, r514) =STDEV.P(s505, s506, s507, s508, s509, s510, s511, s512, s513, s514) =STDEV.P(t505, t506, t507, t508, t509, t510, t511, t512, t513, t514)
+=AVERAGE(a515, a516, a517, a518, a519, a520, a521, a522, a523, a524) =AVERAGE(b515, b516, b517, b518, b519, b520, b521, b522, b523, b524) =AVERAGE(c515, c516, c517, c518, c519, c520, c521, c522, c523, c524) =AVERAGE(d515, d516, d517, d518, d519, d520, d521, d522, d523, d524) =AVERAGE(e515, e516, e517, e518, e519, e520, e521, e522, e523, e524) =AVERAGE(f515, f516, f517, f518, f519, f520, f521, f522, f523, f524) =AVERAGE(g515, g516, g517, g518, g519, g520, g521, g522, g523, g524) =AVERAGE(h515, h516, h517, h518, h519, h520, h521, h522, h523, h524) =AVERAGE(i515, i516, i517, i518, i519, i520, i521, i522, i523, i524) =AVERAGE(j515, j516, j517, j518, j519, j520, j521, j522, j523, j524) =AVERAGE(k515, k516, k517, k518, k519, k520, k521, k522, k523, k524) =AVERAGE(l515, l516, l517, l518, l519, l520, l521, l522, l523, l524) =AVERAGE(m515, m516, m517, m518, m519, m520, m521, m522, m523, m524) =AVERAGE(n515, n516, n517, n518, n519, n520, n521, n522, n523, n524) =AVERAGE(o515, o516, o517, o518, o519, o520, o521, o522, o523, o524) =AVERAGE(p515, p516, p517, p518, p519, p520, p521, p522, p523, p524) =AVERAGE(q515, q516, q517, q518, q519, q520, q521, q522, q523, q524) =AVERAGE(r515, r516, r517, r518, r519, r520, r521, r522, r523, r524) =AVERAGE(s515, s516, s517, s518, s519, s520, s521, s522, s523, s524) =AVERAGE(t515, t516, t517, t518, t519, t520, t521, t522, t523, t524) =STDEV.P(a515, a516, a517, a518, a519, a520, a521, a522, a523, a524) =STDEV.P(b515, b516, b517, b518, b519, b520, b521, b522, b523, b524) =STDEV.P(c515, c516, c517, c518, c519, c520, c521, c522, c523, c524) =STDEV.P(d515, d516, d517, d518, d519, d520, d521, d522, d523, d524) =STDEV.P(e515, e516, e517, e518, e519, e520, e521, e522, e523, e524) =STDEV.P(f515, f516, f517, f518, f519, f520, f521, f522, f523, f524) =STDEV.P(g515, g516, g517, g518, g519, g520, g521, g522, g523, g524) =STDEV.P(h515, h516, h517, h518, h519, h520, h521, h522, h523, h524) =STDEV.P(i515, i516, i517, i518, i519, i520, i521, i522, i523, i524) =STDEV.P(j515, j516, j517, j518, j519, j520, j521, j522, j523, j524) =STDEV.P(k515, k516, k517, k518, k519, k520, k521, k522, k523, k524) =STDEV.P(l515, l516, l517, l518, l519, l520, l521, l522, l523, l524) =STDEV.P(m515, m516, m517, m518, m519, m520, m521, m522, m523, m524) =STDEV.P(n515, n516, n517, n518, n519, n520, n521, n522, n523, n524) =STDEV.P(o515, o516, o517, o518, o519, o520, o521, o522, o523, o524) =STDEV.P(p515, p516, p517, p518, p519, p520, p521, p522, p523, p524) =STDEV.P(q515, q516, q517, q518, q519, q520, q521, q522, q523, q524) =STDEV.P(r515, r516, r517, r518, r519, r520, r521, r522, r523, r524) =STDEV.P(s515, s516, s517, s518, s519, s520, s521, s522, s523, s524) =STDEV.P(t515, t516, t517, t518, t519, t520, t521, t522, t523, t524)
+=AVERAGE(a525, a526, a527, a528, a529, a530, a531, a532, a533, a534) =AVERAGE(b525, b526, b527, b528, b529, b530, b531, b532, b533, b534) =AVERAGE(c525, c526, c527, c528, c529, c530, c531, c532, c533, c534) =AVERAGE(d525, d526, d527, d528, d529, d530, d531, d532, d533, d534) =AVERAGE(e525, e526, e527, e528, e529, e530, e531, e532, e533, e534) =AVERAGE(f525, f526, f527, f528, f529, f530, f531, f532, f533, f534) =AVERAGE(g525, g526, g527, g528, g529, g530, g531, g532, g533, g534) =AVERAGE(h525, h526, h527, h528, h529, h530, h531, h532, h533, h534) =AVERAGE(i525, i526, i527, i528, i529, i530, i531, i532, i533, i534) =AVERAGE(j525, j526, j527, j528, j529, j530, j531, j532, j533, j534) =AVERAGE(k525, k526, k527, k528, k529, k530, k531, k532, k533, k534) =AVERAGE(l525, l526, l527, l528, l529, l530, l531, l532, l533, l534) =AVERAGE(m525, m526, m527, m528, m529, m530, m531, m532, m533, m534) =AVERAGE(n525, n526, n527, n528, n529, n530, n531, n532, n533, n534) =AVERAGE(o525, o526, o527, o528, o529, o530, o531, o532, o533, o534) =AVERAGE(p525, p526, p527, p528, p529, p530, p531, p532, p533, p534) =AVERAGE(q525, q526, q527, q528, q529, q530, q531, q532, q533, q534) =AVERAGE(r525, r526, r527, r528, r529, r530, r531, r532, r533, r534) =AVERAGE(s525, s526, s527, s528, s529, s530, s531, s532, s533, s534) =AVERAGE(t525, t526, t527, t528, t529, t530, t531, t532, t533, t534) =STDEV.P(a525, a526, a527, a528, a529, a530, a531, a532, a533, a534) =STDEV.P(b525, b526, b527, b528, b529, b530, b531, b532, b533, b534) =STDEV.P(c525, c526, c527, c528, c529, c530, c531, c532, c533, c534) =STDEV.P(d525, d526, d527, d528, d529, d530, d531, d532, d533, d534) =STDEV.P(e525, e526, e527, e528, e529, e530, e531, e532, e533, e534) =STDEV.P(f525, f526, f527, f528, f529, f530, f531, f532, f533, f534) =STDEV.P(g525, g526, g527, g528, g529, g530, g531, g532, g533, g534) =STDEV.P(h525, h526, h527, h528, h529, h530, h531, h532, h533, h534) =STDEV.P(i525, i526, i527, i528, i529, i530, i531, i532, i533, i534) =STDEV.P(j525, j526, j527, j528, j529, j530, j531, j532, j533, j534) =STDEV.P(k525, k526, k527, k528, k529, k530, k531, k532, k533, k534) =STDEV.P(l525, l526, l527, l528, l529, l530, l531, l532, l533, l534) =STDEV.P(m525, m526, m527, m528, m529, m530, m531, m532, m533, m534) =STDEV.P(n525, n526, n527, n528, n529, n530, n531, n532, n533, n534) =STDEV.P(o525, o526, o527, o528, o529, o530, o531, o532, o533, o534) =STDEV.P(p525, p526, p527, p528, p529, p530, p531, p532, p533, p534) =STDEV.P(q525, q526, q527, q528, q529, q530, q531, q532, q533, q534) =STDEV.P(r525, r526, r527, r528, r529, r530, r531, r532, r533, r534) =STDEV.P(s525, s526, s527, s528, s529, s530, s531, s532, s533, s534) =STDEV.P(t525, t526, t527, t528, t529, t530, t531, t532, t533, t534)
+=AVERAGE(a535, a536, a537, a538, a539, a540, a541, a542, a543, a544) =AVERAGE(b535, b536, b537, b538, b539, b540, b541, b542, b543, b544) =AVERAGE(c535, c536, c537, c538, c539, c540, c541, c542, c543, c544) =AVERAGE(d535, d536, d537, d538, d539, d540, d541, d542, d543, d544) =AVERAGE(e535, e536, e537, e538, e539, e540, e541, e542, e543, e544) =AVERAGE(f535, f536, f537, f538, f539, f540, f541, f542, f543, f544) =AVERAGE(g535, g536, g537, g538, g539, g540, g541, g542, g543, g544) =AVERAGE(h535, h536, h537, h538, h539, h540, h541, h542, h543, h544) =AVERAGE(i535, i536, i537, i538, i539, i540, i541, i542, i543, i544) =AVERAGE(j535, j536, j537, j538, j539, j540, j541, j542, j543, j544) =AVERAGE(k535, k536, k537, k538, k539, k540, k541, k542, k543, k544) =AVERAGE(l535, l536, l537, l538, l539, l540, l541, l542, l543, l544) =AVERAGE(m535, m536, m537, m538, m539, m540, m541, m542, m543, m544) =AVERAGE(n535, n536, n537, n538, n539, n540, n541, n542, n543, n544) =AVERAGE(o535, o536, o537, o538, o539, o540, o541, o542, o543, o544) =AVERAGE(p535, p536, p537, p538, p539, p540, p541, p542, p543, p544) =AVERAGE(q535, q536, q537, q538, q539, q540, q541, q542, q543, q544) =AVERAGE(r535, r536, r537, r538, r539, r540, r541, r542, r543, r544) =AVERAGE(s535, s536, s537, s538, s539, s540, s541, s542, s543, s544) =AVERAGE(t535, t536, t537, t538, t539, t540, t541, t542, t543, t544) =STDEV.P(a535, a536, a537, a538, a539, a540, a541, a542, a543, a544) =STDEV.P(b535, b536, b537, b538, b539, b540, b541, b542, b543, b544) =STDEV.P(c535, c536, c537, c538, c539, c540, c541, c542, c543, c544) =STDEV.P(d535, d536, d537, d538, d539, d540, d541, d542, d543, d544) =STDEV.P(e535, e536, e537, e538, e539, e540, e541, e542, e543, e544) =STDEV.P(f535, f536, f537, f538, f539, f540, f541, f542, f543, f544) =STDEV.P(g535, g536, g537, g538, g539, g540, g541, g542, g543, g544) =STDEV.P(h535, h536, h537, h538, h539, h540, h541, h542, h543, h544) =STDEV.P(i535, i536, i537, i538, i539, i540, i541, i542, i543, i544) =STDEV.P(j535, j536, j537, j538, j539, j540, j541, j542, j543, j544) =STDEV.P(k535, k536, k537, k538, k539, k540, k541, k542, k543, k544) =STDEV.P(l535, l536, l537, l538, l539, l540, l541, l542, l543, l544) =STDEV.P(m535, m536, m537, m538, m539, m540, m541, m542, m543, m544) =STDEV.P(n535, n536, n537, n538, n539, n540, n541, n542, n543, n544) =STDEV.P(o535, o536, o537, o538, o539, o540, o541, o542, o543, o544) =STDEV.P(p535, p536, p537, p538, p539, p540, p541, p542, p543, p544) =STDEV.P(q535, q536, q537, q538, q539, q540, q541, q542, q543, q544) =STDEV.P(r535, r536, r537, r538, r539, r540, r541, r542, r543, r544) =STDEV.P(s535, s536, s537, s538, s539, s540, s541, s542, s543, s544) =STDEV.P(t535, t536, t537, t538, t539, t540, t541, t542, t543, t544)
+=AVERAGE(a545, a546, a547, a548, a549, a550, a551, a552, a553, a554) =AVERAGE(b545, b546, b547, b548, b549, b550, b551, b552, b553, b554) =AVERAGE(c545, c546, c547, c548, c549, c550, c551, c552, c553, c554) =AVERAGE(d545, d546, d547, d548, d549, d550, d551, d552, d553, d554) =AVERAGE(e545, e546, e547, e548, e549, e550, e551, e552, e553, e554) =AVERAGE(f545, f546, f547, f548, f549, f550, f551, f552, f553, f554) =AVERAGE(g545, g546, g547, g548, g549, g550, g551, g552, g553, g554) =AVERAGE(h545, h546, h547, h548, h549, h550, h551, h552, h553, h554) =AVERAGE(i545, i546, i547, i548, i549, i550, i551, i552, i553, i554) =AVERAGE(j545, j546, j547, j548, j549, j550, j551, j552, j553, j554) =AVERAGE(k545, k546, k547, k548, k549, k550, k551, k552, k553, k554) =AVERAGE(l545, l546, l547, l548, l549, l550, l551, l552, l553, l554) =AVERAGE(m545, m546, m547, m548, m549, m550, m551, m552, m553, m554) =AVERAGE(n545, n546, n547, n548, n549, n550, n551, n552, n553, n554) =AVERAGE(o545, o546, o547, o548, o549, o550, o551, o552, o553, o554) =AVERAGE(p545, p546, p547, p548, p549, p550, p551, p552, p553, p554) =AVERAGE(q545, q546, q547, q548, q549, q550, q551, q552, q553, q554) =AVERAGE(r545, r546, r547, r548, r549, r550, r551, r552, r553, r554) =AVERAGE(s545, s546, s547, s548, s549, s550, s551, s552, s553, s554) =AVERAGE(t545, t546, t547, t548, t549, t550, t551, t552, t553, t554) =STDEV.P(a545, a546, a547, a548, a549, a550, a551, a552, a553, a554) =STDEV.P(b545, b546, b547, b548, b549, b550, b551, b552, b553, b554) =STDEV.P(c545, c546, c547, c548, c549, c550, c551, c552, c553, c554) =STDEV.P(d545, d546, d547, d548, d549, d550, d551, d552, d553, d554) =STDEV.P(e545, e546, e547, e548, e549, e550, e551, e552, e553, e554) =STDEV.P(f545, f546, f547, f548, f549, f550, f551, f552, f553, f554) =STDEV.P(g545, g546, g547, g548, g549, g550, g551, g552, g553, g554) =STDEV.P(h545, h546, h547, h548, h549, h550, h551, h552, h553, h554) =STDEV.P(i545, i546, i547, i548, i549, i550, i551, i552, i553, i554) =STDEV.P(j545, j546, j547, j548, j549, j550, j551, j552, j553, j554) =STDEV.P(k545, k546, k547, k548, k549, k550, k551, k552, k553, k554) =STDEV.P(l545, l546, l547, l548, l549, l550, l551, l552, l553, l554) =STDEV.P(m545, m546, m547, m548, m549, m550, m551, m552, m553, m554) =STDEV.P(n545, n546, n547, n548, n549, n550, n551, n552, n553, n554) =STDEV.P(o545, o546, o547, o548, o549, o550, o551, o552, o553, o554) =STDEV.P(p545, p546, p547, p548, p549, p550, p551, p552, p553, p554) =STDEV.P(q545, q546, q547, q548, q549, q550, q551, q552, q553, q554) =STDEV.P(r545, r546, r547, r548, r549, r550, r551, r552, r553, r554) =STDEV.P(s545, s546, s547, s548, s549, s550, s551, s552, s553, s554) =STDEV.P(t545, t546, t547, t548, t549, t550, t551, t552, t553, t554)
+=AVERAGE(a555, a556, a557, a558, a559, a560, a561, a562, a563, a564) =AVERAGE(b555, b556, b557, b558, b559, b560, b561, b562, b563, b564) =AVERAGE(c555, c556, c557, c558, c559, c560, c561, c562, c563, c564) =AVERAGE(d555, d556, d557, d558, d559, d560, d561, d562, d563, d564) =AVERAGE(e555, e556, e557, e558, e559, e560, e561, e562, e563, e564) =AVERAGE(f555, f556, f557, f558, f559, f560, f561, f562, f563, f564) =AVERAGE(g555, g556, g557, g558, g559, g560, g561, g562, g563, g564) =AVERAGE(h555, h556, h557, h558, h559, h560, h561, h562, h563, h564) =AVERAGE(i555, i556, i557, i558, i559, i560, i561, i562, i563, i564) =AVERAGE(j555, j556, j557, j558, j559, j560, j561, j562, j563, j564) =AVERAGE(k555, k556, k557, k558, k559, k560, k561, k562, k563, k564) =AVERAGE(l555, l556, l557, l558, l559, l560, l561, l562, l563, l564) =AVERAGE(m555, m556, m557, m558, m559, m560, m561, m562, m563, m564) =AVERAGE(n555, n556, n557, n558, n559, n560, n561, n562, n563, n564) =AVERAGE(o555, o556, o557, o558, o559, o560, o561, o562, o563, o564) =AVERAGE(p555, p556, p557, p558, p559, p560, p561, p562, p563, p564) =AVERAGE(q555, q556, q557, q558, q559, q560, q561, q562, q563, q564) =AVERAGE(r555, r556, r557, r558, r559, r560, r561, r562, r563, r564) =AVERAGE(s555, s556, s557, s558, s559, s560, s561, s562, s563, s564) =AVERAGE(t555, t556, t557, t558, t559, t560, t561, t562, t563, t564) =STDEV.P(a555, a556, a557, a558, a559, a560, a561, a562, a563, a564) =STDEV.P(b555, b556, b557, b558, b559, b560, b561, b562, b563, b564) =STDEV.P(c555, c556, c557, c558, c559, c560, c561, c562, c563, c564) =STDEV.P(d555, d556, d557, d558, d559, d560, d561, d562, d563, d564) =STDEV.P(e555, e556, e557, e558, e559, e560, e561, e562, e563, e564) =STDEV.P(f555, f556, f557, f558, f559, f560, f561, f562, f563, f564) =STDEV.P(g555, g556, g557, g558, g559, g560, g561, g562, g563, g564) =STDEV.P(h555, h556, h557, h558, h559, h560, h561, h562, h563, h564) =STDEV.P(i555, i556, i557, i558, i559, i560, i561, i562, i563, i564) =STDEV.P(j555, j556, j557, j558, j559, j560, j561, j562, j563, j564) =STDEV.P(k555, k556, k557, k558, k559, k560, k561, k562, k563, k564) =STDEV.P(l555, l556, l557, l558, l559, l560, l561, l562, l563, l564) =STDEV.P(m555, m556, m557, m558, m559, m560, m561, m562, m563, m564) =STDEV.P(n555, n556, n557, n558, n559, n560, n561, n562, n563, n564) =STDEV.P(o555, o556, o557, o558, o559, o560, o561, o562, o563, o564) =STDEV.P(p555, p556, p557, p558, p559, p560, p561, p562, p563, p564) =STDEV.P(q555, q556, q557, q558, q559, q560, q561, q562, q563, q564) =STDEV.P(r555, r556, r557, r558, r559, r560, r561, r562, r563, r564) =STDEV.P(s555, s556, s557, s558, s559, s560, s561, s562, s563, s564) =STDEV.P(t555, t556, t557, t558, t559, t560, t561, t562, t563, t564)
+=AVERAGE(a565, a566, a567, a568, a569, a570, a571, a572, a573, a574) =AVERAGE(b565, b566, b567, b568, b569, b570, b571, b572, b573, b574) =AVERAGE(c565, c566, c567, c568, c569, c570, c571, c572, c573, c574) =AVERAGE(d565, d566, d567, d568, d569, d570, d571, d572, d573, d574) =AVERAGE(e565, e566, e567, e568, e569, e570, e571, e572, e573, e574) =AVERAGE(f565, f566, f567, f568, f569, f570, f571, f572, f573, f574) =AVERAGE(g565, g566, g567, g568, g569, g570, g571, g572, g573, g574) =AVERAGE(h565, h566, h567, h568, h569, h570, h571, h572, h573, h574) =AVERAGE(i565, i566, i567, i568, i569, i570, i571, i572, i573, i574) =AVERAGE(j565, j566, j567, j568, j569, j570, j571, j572, j573, j574) =AVERAGE(k565, k566, k567, k568, k569, k570, k571, k572, k573, k574) =AVERAGE(l565, l566, l567, l568, l569, l570, l571, l572, l573, l574) =AVERAGE(m565, m566, m567, m568, m569, m570, m571, m572, m573, m574) =AVERAGE(n565, n566, n567, n568, n569, n570, n571, n572, n573, n574) =AVERAGE(o565, o566, o567, o568, o569, o570, o571, o572, o573, o574) =AVERAGE(p565, p566, p567, p568, p569, p570, p571, p572, p573, p574) =AVERAGE(q565, q566, q567, q568, q569, q570, q571, q572, q573, q574) =AVERAGE(r565, r566, r567, r568, r569, r570, r571, r572, r573, r574) =AVERAGE(s565, s566, s567, s568, s569, s570, s571, s572, s573, s574) =AVERAGE(t565, t566, t567, t568, t569, t570, t571, t572, t573, t574) =STDEV.P(a565, a566, a567, a568, a569, a570, a571, a572, a573, a574) =STDEV.P(b565, b566, b567, b568, b569, b570, b571, b572, b573, b574) =STDEV.P(c565, c566, c567, c568, c569, c570, c571, c572, c573, c574) =STDEV.P(d565, d566, d567, d568, d569, d570, d571, d572, d573, d574) =STDEV.P(e565, e566, e567, e568, e569, e570, e571, e572, e573, e574) =STDEV.P(f565, f566, f567, f568, f569, f570, f571, f572, f573, f574) =STDEV.P(g565, g566, g567, g568, g569, g570, g571, g572, g573, g574) =STDEV.P(h565, h566, h567, h568, h569, h570, h571, h572, h573, h574) =STDEV.P(i565, i566, i567, i568, i569, i570, i571, i572, i573, i574) =STDEV.P(j565, j566, j567, j568, j569, j570, j571, j572, j573, j574) =STDEV.P(k565, k566, k567, k568, k569, k570, k571, k572, k573, k574) =STDEV.P(l565, l566, l567, l568, l569, l570, l571, l572, l573, l574) =STDEV.P(m565, m566, m567, m568, m569, m570, m571, m572, m573, m574) =STDEV.P(n565, n566, n567, n568, n569, n570, n571, n572, n573, n574) =STDEV.P(o565, o566, o567, o568, o569, o570, o571, o572, o573, o574) =STDEV.P(p565, p566, p567, p568, p569, p570, p571, p572, p573, p574) =STDEV.P(q565, q566, q567, q568, q569, q570, q571, q572, q573, q574) =STDEV.P(r565, r566, r567, r568, r569, r570, r571, r572, r573, r574) =STDEV.P(s565, s566, s567, s568, s569, s570, s571, s572, s573, s574) =STDEV.P(t565, t566, t567, t568, t569, t570, t571, t572, t573, t574)
+
+0 0 0.9613 0.9988 0 17.921 3.461 39 6 88 6 0.9613 0.9988 0 17.921 3.461 39 6 88 6
+0 0 0.9568 0.9984 0 18.507 3.493 31 5 47 6 0.9568 0.9984 0 18.507 3.493 31 5 47 6
+0 0 0.9576 0.9986 0 17.976 3.432 50 5 78 6 0.9576 0.9986 0 17.976 3.432 50 5 78 6
+0 0 0.9582 0.9986 0 18.419 3.474 43 5 30 6 0.9582 0.9986 0 18.419 3.474 43 5 30 6
+0 0 0.9565 0.9986 0 18.169 3.423 8 3 20 5 0.9565 0.9986 0 18.169 3.423 8 3 20 5
+0 0 0.9603 0.9988 0 18.423 3.478 38 5 6 3 0.9603 0.9988 0 18.423 3.478 38 5 6 3
+0 0 0.9613 0.9987 0 18.47 3.468 24 5 53 5 0.9613 0.9987 0 18.47 3.468 24 5 53 5
+0 0 0.9581 0.9985 0 18.421 3.455 32 5 17 5 0.9581 0.9985 0 18.421 3.455 32 5 17 5
+0 0 0.9615 0.9988 0 18.418 3.5 45 5 82 6 0.9615 0.9988 0 18.418 3.5 45 5 82 6
+0 0 0.9563 0.9987 0 18.596 3.492 30 5 20 4 0.9563 0.9987 0 18.596 3.492 30 5 20 4
+1 0 0.989 0.9988 0 16.205 3.524 39 6 22 5 0.9752 0.9988 0 17.063 3.493 39 6 88 6
+1 0 0.989 0.9986 0 16.025 3.514 11 3 58 7 0.9729 0.9986 0 17.266 3.504 11 3 47 6
+1 0 0.9903 0.9987 0 16.252 3.502 3 1 19 6 0.974 0.9987 0 17.114 3.467 3 1 78 6
+1 0 0.9902 0.9986 0 16.37 3.536 11 5 17 4 0.9742 0.9986 0 17.395 3.505 11 5 30 6
+1 0 0.9932 0.9989 0 16.18 3.478 22 6 38 7 0.9749 0.9989 0 17.174 3.45 22 6 20 5
+1 0 0.9916 0.9988 0 16.266 3.56 38 5 24 5 0.9759 0.9988 0 17.344 3.519 38 5 6 3
+1 0 0.9924 0.9987 0 15.871 3.473 7 2 60 7 0.9768 0.9987 0 17.17 3.471 7 2 53 5
+1 0 0.9922 0.9986 0 16.303 3.49 25 5 100 7 0.9751 0.9986 0 17.362 3.473 25 5 17 5
+1 0 0.9882 0.9988 0 16.652 3.602 45 5 50 7 0.9749 0.9988 0 17.535 3.551 45 5 82 6
+1 0 0.9908 0.9987 0 16.812 3.566 30 5 16 5 0.9736 0.9987 0 17.704 3.529 30 5 20 4
+2 0 0.9917 0.9988 0 15.957 3.613 39 6 23 6 0.9807 0.9988 0 16.694 3.533 39 6 88 6
+2 0 0.9909 0.9987 0 15.205 3.538 4 2 90 7 0.9789 0.9987 0 16.579 3.515 4 2 47 6
+2 0 0.9922 0.9987 0 15.294 3.539 3 1 68 10 0.98 0.9987 0 16.507 3.491 3 1 78 6
+2 0 0.9912 0.9987 0 15.751 3.579 64 8 85 9 0.9799 0.9987 0 16.847 3.529 64 8 30 6
+2 0 0.9921 0.9989 0 15.574 3.544 22 6 25 5 0.9806 0.9989 0 16.641 3.482 22 6 20 5
+2 0 0.9918 0.9988 0 15.616 3.642 38 5 9 3 0.9812 0.9988 0 16.768 3.56 38 5 6 3
+2 0 0.9916 0.9988 0 15.394 3.528 14 6 21 6 0.9818 0.9988 0 16.578 3.49 14 6 53 5
+2 0 0.9914 0.9986 0 15.458 3.521 25 5 34 5 0.9806 0.9986 0 16.727 3.489 25 5 17 5
+2 0 0.9914 0.9988 0 16.094 3.66 45 5 66 9 0.9804 0.9988 0 17.054 3.587 45 5 82 6
+2 0 0.9916 0.9989 0 16.142 3.627 59 6 34 8 0.9796 0.9989 0 17.183 3.562 59 6 20 4
+3 0 0.992 0.9988 0 15.149 3.631 39 6 76 6 0.9835 0.9988 0 16.308 3.558 39 6 88 6
+3 0 0.9921 0.9987 0 14.618 3.548 4 2 37 6 0.9822 0.9987 0 16.089 3.523 4 2 47 6
+3 0 0.9922 0.9987 0 15.008 3.591 3 1 52 7 0.9831 0.9987 0 16.132 3.516 3 1 78 6
+3 0 0.994 0.9987 0 14.914 3.625 64 8 77 6 0.9834 0.9987 0 16.363 3.553 64 8 30 6
+3 0 0.9919 0.9989 0 14.411 3.491 22 6 23 6 0.9834 0.9989 0 16.084 3.484 22 6 20 5
+3 0 0.9927 0.9988 0 15.33 3.679 38 5 27 6 0.9841 0.9988 0 16.409 3.59 38 5 6 3
+3 0 0.9924 0.9988 0 14.988 3.578 14 6 16 6 0.9844 0.9988 0 16.181 3.512 14 6 53 5
+3 0 0.9938 0.9986 0 14.154 3.467 25 5 16 5 0.9839 0.9986 0 16.084 3.483 25 5 17 5
+3 0 0.991 0.9988 0 15.61 3.71 45 5 35 5 0.983 0.9988 0 16.693 3.618 45 5 82 6
+3 0 0.9924 0.9989 0 15.516 3.675 59 6 38 8 0.9828 0.9989 0 16.767 3.59 59 6 20 4
+4 0 0.993 0.9988 0 14.415 3.622 39 6 31 6 0.9854 0.9988 0 15.93 3.571 39 6 88 6
+4 0 0.9944 0.9987 0 13.546 3.523 4 2 59 7 0.9846 0.9987 0 15.58 3.523 4 2 47 6
+4 0 0.9937 0.9987 0 14.437 3.555 22 7 61 8 0.9852 0.9987 0 15.793 3.524 22 7 78 6
+4 0 0.9932 0.9987 0 14.046 3.585 4 2 79 9 0.9854 0.9987 0 15.9 3.56 4 2 30 6
+4 0 0.9932 0.9989 0 13.426 3.411 22 6 81 9 0.9854 0.9989 0 15.552 3.469 22 6 20 5
+4 0 0.9936 0.9988 0 14.436 3.659 38 5 34 9 0.986 0.9988 0 16.014 3.604 38 5 6 3
+4 0 0.9937 0.9988 0 14.056 3.584 14 6 45 5 0.9863 0.9988 0 15.756 3.526 14 6 53 5
+4 0 0.9932 0.9986 0 13.621 3.478 25 5 25 7 0.9857 0.9986 0 15.591 3.482 25 5 17 5
+4 0 0.9922 0.9988 0 14.804 3.696 45 5 33 8 0.9849 0.9988 0 16.315 3.633 45 5 82 6
+4 0 0.9934 0.9989 0 15.006 3.702 59 6 25 5 0.9849 0.9989 0 16.414 3.612 59 6 20 4
+5 0 0.994 0.9988 0 13.613 3.536 39 6 16 5 0.9869 0.9988 0 15.543 3.565 39 6 88 6
+5 0 0.9944 0.9987 0 13.156 3.54 4 2 44 6 0.9863 0.9987 0 15.176 3.526 4 2 47 6
+5 0 0.9922 0.9987 0 13.895 3.546 22 7 47 6 0.9864 0.9987 0 15.477 3.528 22 7 78 6
+5 0 0.9936 0.9987 0 13.283 3.552 4 2 26 7 0.9868 0.9987 0 15.464 3.558 4 2 30 6
+5 0 0.9946 0.9989 0 12.606 3.374 22 6 59 9 0.9869 0.9989 0 15.061 3.453 22 6 20 5
+5 0 0.9936 0.9988 0 13.598 3.607 38 5 27 7 0.9872 0.9988 0 15.611 3.604 38 5 6 3
+5 0 0.9954 0.9989 0 13.272 3.501 9 4 92 14 0.9878 0.9989 0 15.342 3.522 9 4 53 5
+5 0 0.9956 0.9986 0 13.288 3.457 25 5 33 7 0.9874 0.9986 0 15.207 3.478 25 5 17 5
+5 0 0.9938 0.9989 0 14.258 3.671 63 9 62 9 0.9864 0.9989 0 15.973 3.64 63 9 82 6
+5 0 0.994 0.9989 0 14.723 3.723 59 6 39 5 0.9864 0.9989 0 16.133 3.631 59 6 20 4
+6 0 0.9935 0.9988 0 13.135 3.519 21 7 71 11 0.9878 0.9988 0 15.199 3.558 21 7 88 6
+6 0 0.995 0.9987 0 12.535 3.487 3 1 30 5 0.9875 0.9987 0 14.799 3.52 3 1 47 6
+6 0 0.9934 0.9987 0 13.283 3.525 22 7 42 10 0.9874 0.9987 0 15.163 3.527 22 7 78 6
+6 0 0.994 0.9987 0 12.793 3.542 4 2 27 6 0.9878 0.9987 0 15.082 3.556 4 2 30 6
+6 0 0.9934 0.9989 0 12.061 3.32 22 6 15 4 0.9879 0.9989 0 14.632 3.434 22 6 20 5
+6 0 0.9944 0.9988 0 12.737 3.523 38 5 39 6 0.9883 0.9988 0 15.201 3.593 38 5 6 3
+6 0 0.9946 0.9989 0 12.351 3.425 9 4 18 9 0.9888 0.9989 0 14.915 3.508 9 4 53 5
+6 0 0.9944 0.9986 0 12.699 3.428 25 5 18 5 0.9884 0.9986 0 14.849 3.471 25 5 17 5
+6 0 0.9926 0.9989 0 13.787 3.636 63 9 34 7 0.9873 0.9989 0 15.66 3.639 63 9 82 6
+6 0 0.9952 0.9989 0 13.902 3.663 59 6 35 8 0.9877 0.9989 0 15.814 3.635 59 6 20 4
+7 0 0.9944 0.9988 0 12.161 3.4 32 9 20 6 0.9886 0.9988 0 14.82 3.538 32 9 88 6
+7 0 0.9944 0.9987 0 12.241 3.459 3 1 43 6 0.9884 0.9987 0 14.479 3.513 3 1 47 6
+7 0 0.9952 0.9987 0 12.697 3.48 22 7 49 9 0.9883 0.9987 0 14.855 3.521 22 7 78 6
+7 0 0.995 0.9989 0 12.09 3.458 24 7 29 7 0.9887 0.9989 0 14.708 3.544 24 7 30 6
+7 0 0.9958 0.9989 0 11.249 3.197 22 6 19 8 0.9889 0.9989 0 14.21 3.405 22 6 20 5
+7 0 0.9956 0.9988 0 12.087 3.425 38 5 16 5 0.9892 0.9988 0 14.812 3.572 38 5 6 3
+7 0 0.9954 0.9989 0 11.53 3.281 9 4 28 7 0.9896 0.9989 0 14.491 3.48 9 4 53 5
+7 0 0.9946 0.9986 0 11.774 3.358 25 5 23 6 0.9892 0.9986 0 14.465 3.457 25 5 17 5
+7 0 0.994 0.9989 0 13.089 3.52 63 9 34 10 0.9881 0.9989 0 15.339 3.624 63 9 82 6
+7 0 0.9948 0.9989 0 13.523 3.607 59 6 65 12 0.9886 0.9989 0 15.527 3.632 59 6 20 4
+8 0 0.9918 0.9988 0 11.717 3.343 32 9 23 8 0.989 0.9988 0 14.475 3.517 32 9 88 6
+8 0 0.9958 0.9987 0 11.541 3.348 3 1 43 8 0.9892 0.9987 0 14.153 3.494 3 1 47 6
+8 0 0.9946 0.9987 0 12.255 3.491 22 7 130 11 0.989 0.9987 0 14.566 3.518 22 7 78 6
+8 0 0.9942 0.9989 0 11.214 3.338 24 7 14 6 0.9893 0.9989 0 14.32 3.521 24 7 30 6
+8 0 0.9964 0.9989 0 11.08 3.194 22 6 55 14 0.9897 0.9989 0 13.862 3.381 22 6 20 5
+8 0 0.9976 0.9988 0 11.596 3.403 38 5 19 8 0.9901 0.9988 0 14.454 3.553 38 5 6 3
+8 0 0.9958 0.9989 0 11.076 3.231 9 4 23 9 0.9903 0.9989 0 14.112 3.452 9 4 53 5
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+46 0 0.9977 0.9987 0 4.612 1.801 28 11 12 5 0.9955 0.9987 0 7.833 2.51 28 11 47 6
+46 0 0.9978 0.9988 0 4.374 1.717 11 6 14 5 0.9955 0.9988 0 7.99 2.54 11 6 78 6
+46 0 0.9976 0.9989 0 4.531 1.77 24 7 10 5 0.9956 0.9989 0 7.97 2.581 24 7 30 6
+46 0 0.997 0.9989 0 4.299 1.7 9 5 10 4 0.9958 0.9989 0 7.562 2.449 9 5 20 5
+46 0 0.9968 0.9988 0 4.679 1.814 37 5 9 4 0.9958 0.9988 0 7.883 2.517 37 5 6 3
+46 0 0.998 0.9989 0.9977 4.717 1.856 9 4 13 4 0.9959 0.9989 0 7.639 2.458 9 4 53 5
+46 0 0.9978 0.9989 0 4.495 1.753 15 6 17 6 0.9956 0.9989 0 7.711 2.473 15 6 17 5
+46 0 0.9978 0.9989 0 4.787 1.85 33 6 8 4 0.9953 0.9989 0 8.523 2.649 33 6 82 6
+46 0 0.997 0.9989 0 4.687 1.824 26 8 9 4 0.9954 0.9989 0 8.477 2.638 26 8 20 4
+47 0 0.9978 0.9989 0 4.348 1.698 6 4 9 4 0.9956 0.9989 0 7.64 2.457 6 4 88 6
+47 0 0.9975 0.9987 0 4.491 1.751 28 11 11 4 0.9956 0.9987 0 7.763 2.494 28 11 47 6
+47 0 0.9976 0.9988 0 4.272 1.676 11 6 13 5 0.9955 0.9988 0 7.913 2.522 11 6 78 6
+47 0 0.9978 0.9989 0 4.52 1.758 24 7 9 4 0.9956 0.9989 0 7.898 2.564 24 7 30 6
+47 0 0.9976 0.9989 0 4.339 1.72 9 5 6 3 0.9958 0.9989 0 7.495 2.434 9 5 20 5
+47 0 0.9976 0.9988 0 4.657 1.807 37 5 5 2 0.9958 0.9988 0 7.815 2.502 37 5 6 3
+47 0 0.9976 0.9989 0 4.659 1.828 9 4 12 6 0.9959 0.9989 0 7.577 2.444 9 4 53 5
+47 0 0.9978 0.9989 0 4.477 1.757 15 6 8 4 0.9957 0.9989 0 7.643 2.458 15 6 17 5
+47 0 0.9976 0.9989 0 4.72 1.829 33 6 18 7 0.9953 0.9989 0 8.443 2.632 33 6 82 6
+47 0 0.9974 0.9989 0 4.685 1.811 26 8 11 6 0.9955 0.9989 0 8.398 2.621 26 8 20 4
+48 0 0.9976 0.9989 0 4.307 1.684 6 4 15 7 0.9957 0.9989 0 7.572 2.442 6 4 88 6
+48 0 0.9975 0.9987 0 4.486 1.756 28 11 17 6 0.9956 0.9987 0 7.696 2.479 28 11 47 6
+48 0 0.9974 0.9988 0 4.397 1.721 11 6 20 7 0.9956 0.9988 0 7.841 2.505 11 6 78 6
+48 0 0.9976 0.9989 0 4.459 1.737 24 7 11 4 0.9957 0.9989 0 7.828 2.547 24 7 30 6
+48 0 0.9978 0.9989 0 4.321 1.719 9 5 9 4 0.9958 0.9989 0 7.43 2.419 9 5 20 5
+48 0 0.998 0.9988 0.9939 4.588 1.761 37 5 19 5 0.9958 0.9988 0 7.749 2.487 37 5 6 3
+48 0 0.9974 0.9989 0 4.722 1.83 9 4 8 4 0.996 0.9989 0 7.519 2.432 9 4 53 5
+48 0 0.997 0.9989 0 4.368 1.73 15 6 5 2 0.9957 0.9989 0 7.576 2.444 15 6 17 5
+48 0 0.998 0.9989 0.9975 4.607 1.773 33 6 9 4 0.9954 0.9989 0 8.365 2.615 33 6 82 6
+48 0 0.9968 0.9989 0 4.668 1.806 26 8 19 5 0.9955 0.9989 0 8.322 2.604 26 8 20 4
+49 0 0.9974 0.9989 0 4.36 1.719 6 4 13 5 0.9957 0.9989 0 7.508 2.427 6 4 88 6
+49 0 0.9973 0.9987 0 4.42 1.734 28 11 21 8 0.9956 0.9987 0 7.631 2.464 28 11 47 6
+49 0 0.9974 0.9988 0 4.328 1.699 11 6 7 3 0.9956 0.9988 0 7.771 2.489 11 6 78 6
+49 0 0.9978 0.9989 0 4.426 1.732 24 7 9 4 0.9957 0.9989 0 7.76 2.531 24 7 30 6
+49 0 0.9976 0.9989 0 4.336 1.72 9 5 21 7 0.9959 0.9989 0 7.368 2.405 9 5 20 5
+49 0 0.9974 0.9988 0 4.625 1.795 37 5 8 4 0.9959 0.9988 0 7.687 2.473 37 5 6 3
+49 0 0.9972 0.9989 0 4.684 1.812 9 4 21 7 0.996 0.9989 0 7.462 2.42 9 4 53 5
+49 0 0.9974 0.9989 0 4.411 1.737 15 6 11 4 0.9957 0.9989 0 7.513 2.429 15 6 17 5
+49 0 0.998 0.9989 0.9962 4.659 1.79 33 6 8 4 0.9954 0.9989 0 8.291 2.598 33 6 82 6
+49 0 0.9972 0.9989 0 4.721 1.825 26 8 21 6 0.9955 0.9989 0 8.25 2.588 26 8 20 4
+50 0 0.9974 0.9989 0 4.342 1.708 6 4 15 5 0.9958 0.9989 0 7.446 2.413 6 4 88 6
+50 0 0.9975 0.9987 0 4.388 1.713 28 11 15 5 0.9957 0.9987 0 7.567 2.449 28 11 47 6
+50 0 0.9976 0.9988 0 4.317 1.684 11 6 15 5 0.9957 0.9988 0 7.703 2.474 11 6 78 6
+50 0 0.9978 0.9989 0 4.417 1.73 18 6 9 4 0.9958 0.9989 0 7.694 2.515 18 6 30 6
+50 0 0.9974 0.9989 0 4.323 1.703 9 5 18 7 0.9959 0.9989 0 7.309 2.391 9 5 20 5
+50 0 0.9962 0.9988 0 4.754 1.82 37 5 6 2 0.9959 0.9988 0 7.629 2.46 37 5 6 3
+50 0 0.9972 0.9989 0 4.569 1.771 9 4 12 4 0.996 0.9989 0 7.406 2.407 9 4 53 5
+50 0 0.9974 0.9989 0 4.402 1.723 15 6 8 4 0.9958 0.9989 0 7.452 2.416 15 6 17 5
+50 0 0.9974 0.9989 0 4.665 1.79 33 6 8 3 0.9955 0.9989 0 8.22 2.582 33 6 82 6
+50 0 0.9972 0.9989 0 4.588 1.781 26 8 35 8 0.9956 0.9989 0 8.178 2.573 26 8 20 4
+51 0 0.9974 0.9989 0 4.286 1.679 6 4 9 3 0.9958 0.9989 0 7.385 2.399 6 4 88 6
+51 0 0.9971 0.9987 0 4.436 1.723 28 11 12 5 0.9957 0.9987 0 7.507 2.435 28 11 47 6
+51 0 0.9974 0.9988 0 4.346 1.706 11 6 22 9 0.9957 0.9988 0 7.638 2.459 11 6 78 6
+51 0 0.9976 0.9989 0 4.463 1.744 18 6 14 4 0.9958 0.9989 0 7.632 2.5 18 6 30 6
+51 0 0.9974 0.9989 0 4.379 1.715 9 5 14 6 0.9959 0.9989 0 7.252 2.378 9 5 20 5
+51 0 0.9978 0.9988 0 4.706 1.816 37 5 11 6 0.9959 0.9988 0 7.573 2.448 37 5 6 3
+51 0 0.9974 0.9989 0 4.617 1.805 9 4 9 5 0.996 0.9989 0 7.352 2.395 9 4 53 5
+51 0 0.9978 0.9989 0 4.351 1.717 15 6 11 4 0.9958 0.9989 0 7.392 2.402 15 6 17 5
+51 0 0.9978 0.9989 0 4.539 1.752 33 6 9 3 0.9955 0.9989 0 8.149 2.566 33 6 82 6
+51 0 0.9974 0.9989 0 4.642 1.801 26 8 14 5 0.9956 0.9989 0 8.11 2.558 26 8 20 4
diff --git a/PartB/90Cross90Mut2El/run_0/regress.bst b/PartB/90Cross90Mut2El/run_0/regress.bst
new file mode 100644
index 0000000..4d67161
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.bst
@@ -0,0 +1,18 @@
+=== BEST-OF-RUN ===
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+TREE-equ:
+y = log((log(log(perimeter)) + -0.81321))
diff --git a/PartB/90Cross90Mut2El/run_0/regress.fn b/PartB/90Cross90Mut2El/run_0/regress.fn
new file mode 100644
index 0000000..a2bffad
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.fn
@@ -0,0 +1,12 @@
+Hits: 2567, Total Size: 2810, Percent Hit: 91.352313
+CC: 999
+CO: 123
+OO: 1568
+OC: 120
+Fitness: 0.998902
+Hits: 910
+
+
+y = log((log(log(perimeter)) + -0.81321))
+
+ (log (+ (log (log perimeter)) -0.81321))
diff --git a/PartB/90Cross90Mut2El/run_0/regress.gen b/PartB/90Cross90Mut2El/run_0/regress.gen
new file mode 100644
index 0000000..c68a51e
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.gen
@@ -0,0 +1,29 @@
+
+--boundary_.oOo._WLZgUb7bqPyE4VWHkwe2FvhD274nyMoZ
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+Content-Type: application/octet-stream
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+X-File-Mtime: 1708023405
+X-File-Path: /computerdocs/Brock/CS 4P82/Assignment 1/cmake-build-relwithdebinfo/run_1/regress.gen
+
+
+--boundary_.oOo._WLZgUb7bqPyE4VWHkwe2FvhD274nyMoZ
+Content-Length: 0
+Content-Type: application/octet-stream
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+
+
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+Content-Type: application/octet-stream
+If-Match: "3be32316fb46c9c926116306b0ef9b99"
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+X-File-Mtime: 1708023436
+X-File-Path: /computerdocs/Brock/CS 4P82/Assignment 1/cmake-build-relwithdebinfo/aggregated_runs.tsv
+
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+=AVERAGE(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =AVERAGE(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =AVERAGE(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =AVERAGE(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =AVERAGE(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =AVERAGE(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =AVERAGE(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =AVERAGE(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =AVERAGE(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =AVERAGE(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =AVERAGE(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =AVERAGE(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =AVERAGE(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =AVERAGE(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =AVERAGE(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =AVERAGE(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =AVERAGE(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =AVERAGE(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =AVERAGE(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =AVERAGE(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a55, a56, a57, a58, a59, a60, a61, a62, a63, a64) =STDEV.P(b55, b56, b57, b58, b59, b60, b61, b62, b63, b64) =STDEV.P(c55, c56, c57, c58, c59, c60, c61, c62, c63, c64) =STDEV.P(d55, d56, d57, d58, d59, d60, d61, d62, d63, d64) =STDEV.P(e55, e56, e57, e58, e59, e60, e61, e62, e63, e64) =STDEV.P(f55, f56, f57, f58, f59, f60, f61, f62, f63, f64) =STDEV.P(g55, g56, g57, g58, g59, g60, g61, g62, g63, g64) =STDEV.P(h55, h56, h57, h58, h59, h60, h61, h62, h63, h64) =STDEV.P(i55, i56, i57, i58, i59, i60, i61, i62, i63, i64) =STDEV.P(j55, j56, j57, j58, j59, j60, j61, j62, j63, j64) =STDEV.P(k55, k56, k57, k58, k59, k60, k61, k62, k63, k64) =STDEV.P(l55, l56, l57, l58, l59, l60, l61, l62, l63, l64) =STDEV.P(m55, m56, m57, m58, m59, m60, m61, m62, m63, m64) =STDEV.P(n55, n56, n57, n58, n59, n60, n61, n62, n63, n64) =STDEV.P(o55, o56, o57, o58, o59, o60, o61, o62, o63, o64) =STDEV.P(p55, p56, p57, p58, p59, p60, p61, p62, p63, p64) =STDEV.P(q55, q56, q57, q58, q59, q60, q61, q62, q63, q64) =STDEV.P(r55, r56, r57, r58, r59, r60, r61, r62, r63, r64) =STDEV.P(s55, s56, s57, s58, s59, s60, s61, s62, s63, s64) =STDEV.P(t55, t56, t57, t58, t59, t60, t61, t62, t63, t64) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52, a53) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52, b53) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52, c53) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52, d53) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52, e53) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52, f53) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52, g53) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52, h53) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52, i53) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52, j53) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52, k53) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52, l53) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52, m53) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52, n53) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52, o53) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52, p53) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q1
\ No newline at end of file
diff --git a/PartB/90Cross90Mut2El/run_0/regress.his b/PartB/90Cross90Mut2El/run_0/regress.his
new file mode 100644
index 0000000..93c3eeb
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.his
@@ -0,0 +1,960 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (+ (exp (- extent area))
+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (+ (exp (- extent area))
+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (+ (exp (- extent area))
+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (+ (exp (- extent area))
+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
+ (- (* (log (+ (exp (- extent area))
+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 0
+ nodes: 39
+ depth: 6
+ hits: 808
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 808
+ raw fitness: 808.0000
+ standardized fitness: 808.0000
+ adjusted fitness: 0.9988
+TREE:
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+ (- (+ convex 0.77586)
+ (* perimeter convex))))
+ (+ (exp (* (- eccentricity major)
+ (+ minor eccentricity)))
+ (log (* (/ extent extent)
+ (- eccentricity -0.26866)))))
+ (exp (log (log (log (+ area extent))))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 6
+ nodes: 21
+ depth: 7
+ hits: 837
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 837
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+ standardized fitness: 837.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (log (exp (- (/ (* major eccentricity)
+ (log -0.80955))
+ (/ (* extent perimeter)
+ (exp (+ major convex))))))
+ (+ perimeter extent))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 7
+ nodes: 32
+ depth: 9
+ hits: 851
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 851.0000
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+ adjusted fitness: 0.9988
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+ (- (exp perimeter)
+ (log perimeter)))) major)
+ (- (/ (log (- (+ major major) perimeter))
+ (+ area
+ (exp (+ 0.22570 perimeter))))
+ (log (- major minor))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 7
+ nodes: 32
+ depth: 9
+ hits: 851
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 851.0000
+ standardized fitness: 851.0000
+ adjusted fitness: 0.9988
+TREE:
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+ (- (exp perimeter)
+ (log perimeter)))) major)
+ (- (/ (log (- (+ major major) perimeter))
+ (+ area
+ (exp (+ 0.22570 perimeter))))
+ (log (- major minor))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 7
+ nodes: 32
+ depth: 9
+ hits: 851
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 851
+ raw fitness: 851.0000
+ standardized fitness: 851.0000
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+ (- (exp perimeter)
+ (log perimeter)))) major)
+ (- (/ (log (- (+ major major) perimeter))
+ (+ area
+ (exp (+ 0.22570 perimeter))))
+ (log (- major minor))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 7
+ nodes: 32
+ depth: 9
+ hits: 851
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 851.0000
+ standardized fitness: 851.0000
+ adjusted fitness: 0.9988
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+ (- (exp perimeter)
+ (log perimeter)))) major)
+ (- (/ (log (- (+ major major) perimeter))
+ (+ area
+ (exp (+ 0.22570 perimeter))))
+ (log (- major minor))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 7
+ nodes: 32
+ depth: 9
+ hits: 851
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (- (exp perimeter)
+ (log perimeter)))) major)
+ (- (/ (log (- (+ major major) perimeter))
+ (+ area
+ (exp (+ 0.22570 perimeter))))
+ (log (- major minor))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 15
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 16
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 17
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 18
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 19
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 20
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 21
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 22
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 23
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 24
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 25
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 26
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 27
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 28
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 29
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 30
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 31
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 32
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 36
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 12
+ nodes: 6
+ depth: 4
+ hits: 910
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 910
+ raw fitness: 910.0000
+ standardized fitness: 910.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (+ (log (log perimeter)) -0.81321))
diff --git a/PartB/90Cross90Mut2El/run_0/regress.prg b/PartB/90Cross90Mut2El/run_0/regress.prg
new file mode 100644
index 0000000..e4ea76f
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 14500.00000, perimeter = 504.06799, major_axis_length = 218.90503, minor_axis_length = 85.14117, eccentricity = 0.92126, convex_area = 14864.00000, extent = 0.61990, type = C
+ area = 11215.00000, perimeter = 421.17999, major_axis_length = 179.53351, minor_axis_length = 79.69018, eccentricity = 0.89609, convex_area = 11373.00000, extent = 0.58290, type = O
+ area = 10286.00000, perimeter = 401.78900, major_axis_length = 159.07466, minor_axis_length = 83.59863, eccentricity = 0.85077, convex_area = 10524.00000, extent = 0.77014, type = O
+ area = 13328.00000, perimeter = 473.04401, major_axis_length = 201.39886, minor_axis_length = 85.25861, eccentricity = 0.90597, convex_area = 13588.00000, extent = 0.78010, type = C
+ area = 11980.00000, perimeter = 434.62601, major_axis_length = 180.02220, minor_axis_length = 85.45049, eccentricity = 0.88017, convex_area = 12190.00000, extent = 0.61172, type = O
+ area = 12103.00000, perimeter = 456.36499, major_axis_length = 189.78593, minor_axis_length = 82.76078, eccentricity = 0.89991, convex_area = 12483.00000, extent = 0.62905, type = O
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+ area = 12745.00000, perimeter = 470.30399, major_axis_length = 205.09268, minor_axis_length = 79.50904, eccentricity = 0.92180, convex_area = 12940.00000, extent = 0.53317, type = C
+ area = 11280.00000, perimeter = 421.68301, major_axis_length = 170.83092, minor_axis_length = 85.05522, eccentricity = 0.86724, convex_area = 11510.00000, extent = 0.60548, type = O
+ area = 10560.00000, perimeter = 400.17899, major_axis_length = 168.26906, minor_axis_length = 80.58907, eccentricity = 0.87785, convex_area = 10691.00000, extent = 0.63737, type = O
+ area = 14251.00000, perimeter = 492.03201, major_axis_length = 202.84761, minor_axis_length = 91.00605, eccentricity = 0.89371, convex_area = 14658.00000, extent = 0.56038, type = C
+ area = 11104.00000, perimeter = 420.97000, major_axis_length = 164.93903, minor_axis_length = 87.29203, eccentricity = 0.84847, convex_area = 11429.00000, extent = 0.63271, type = O
+ area = 14471.00000, perimeter = 491.34201, major_axis_length = 200.41316, minor_axis_length = 92.81940, eccentricity = 0.88629, convex_area = 14736.00000, extent = 0.58597, type = C
+ area = 8499.00000, perimeter = 370.44601, major_axis_length = 156.07228, minor_axis_length = 70.63036, eccentricity = 0.89174, convex_area = 8648.00000, extent = 0.76156, type = O
+ area = 15136.00000, perimeter = 518.64398, major_axis_length = 221.70911, minor_axis_length = 88.20763, eccentricity = 0.91745, convex_area = 15469.00000, extent = 0.52971, type = C
+ area = 13665.00000, perimeter = 472.51599, major_axis_length = 199.54422, minor_axis_length = 87.68464, eccentricity = 0.89828, convex_area = 13944.00000, extent = 0.71142, type = C
+ area = 15172.00000, perimeter = 504.15799, major_axis_length = 213.22467, minor_axis_length = 91.66706, eccentricity = 0.90287, convex_area = 15477.00000, extent = 0.62244, type = C
+ area = 14950.00000, perimeter = 496.88400, major_axis_length = 207.82280, minor_axis_length = 93.10914, eccentricity = 0.89402, convex_area = 15422.00000, extent = 0.57932, type = C
+ area = 11467.00000, perimeter = 448.68301, major_axis_length = 192.08723, minor_axis_length = 77.16972, eccentricity = 0.91575, convex_area = 11739.00000, extent = 0.56979, type = O
+ area = 13975.00000, perimeter = 482.58899, major_axis_length = 203.41641, minor_axis_length = 88.66715, eccentricity = 0.90000, convex_area = 14275.00000, extent = 0.67265, type = C
+ area = 13269.00000, perimeter = 458.49399, major_axis_length = 183.40436, minor_axis_length = 93.34014, eccentricity = 0.86081, convex_area = 13619.00000, extent = 0.61074, type = O
+ area = 10488.00000, perimeter = 416.60901, major_axis_length = 175.39789, minor_axis_length = 77.31371, eccentricity = 0.89761, convex_area = 10720.00000, extent = 0.71757, type = O
+ area = 14295.00000, perimeter = 484.22699, major_axis_length = 202.77057, minor_axis_length = 91.39712, eccentricity = 0.89265, convex_area = 14528.00000, extent = 0.55182, type = C
+ area = 12188.00000, perimeter = 434.21301, major_axis_length = 171.75890, minor_axis_length = 91.43890, eccentricity = 0.84651, convex_area = 12529.00000, extent = 0.62196, type = O
+ area = 12743.00000, perimeter = 435.81799, major_axis_length = 176.11099, minor_axis_length = 92.47711, eccentricity = 0.85104, convex_area = 12897.00000, extent = 0.63209, type = O
+ area = 13121.00000, perimeter = 475.91000, major_axis_length = 202.68623, minor_axis_length = 83.13022, eccentricity = 0.91202, convex_area = 13439.00000, extent = 0.57197, type = C
+ area = 14697.00000, perimeter = 495.88300, major_axis_length = 208.15839, minor_axis_length = 90.96687, eccentricity = 0.89946, convex_area = 15073.00000, extent = 0.59492, type = C
+ area = 14301.00000, perimeter = 497.77399, major_axis_length = 209.87636, minor_axis_length = 87.29937, eccentricity = 0.90938, convex_area = 14591.00000, extent = 0.60068, type = C
+ area = 12279.00000, perimeter = 455.41501, major_axis_length = 191.65334, minor_axis_length = 82.47570, eccentricity = 0.90267, convex_area = 12549.00000, extent = 0.59204, type = O
+ area = 14189.00000, perimeter = 491.97299, major_axis_length = 209.93643, minor_axis_length = 86.80910, eccentricity = 0.91050, convex_area = 14496.00000, extent = 0.55099, type = C
+ area = 14436.00000, perimeter = 486.98901, major_axis_length = 204.49770, minor_axis_length = 90.86436, eccentricity = 0.89586, convex_area = 14709.00000, extent = 0.64186, type = C
+ area = 11964.00000, perimeter = 447.50601, major_axis_length = 191.44385, minor_axis_length = 80.27491, eccentricity = 0.90784, convex_area = 12166.00000, extent = 0.75468, type = O
diff --git a/PartB/90Cross90Mut2El/run_0/regress.stt b/PartB/90Cross90Mut2El/run_0/regress.stt
new file mode 100644
index 0000000..54ee9c6
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9613 0.9988 0.0000 17.921 3.461 39 6 88 6 0.9613 0.9988 0.0000 17.921 3.461 39 6 88 6
+1 0 0.9890 0.9988 0.0000 16.205 3.524 39 6 22 5 0.9752 0.9988 0.0000 17.063 3.493 39 6 88 6
+2 0 0.9917 0.9988 0.0000 15.957 3.613 39 6 23 6 0.9807 0.9988 0.0000 16.694 3.533 39 6 88 6
+3 0 0.9920 0.9988 0.0000 15.149 3.631 39 6 76 6 0.9835 0.9988 0.0000 16.308 3.558 39 6 88 6
+4 0 0.9930 0.9988 0.0000 14.415 3.622 39 6 31 6 0.9854 0.9988 0.0000 15.930 3.571 39 6 88 6
+5 0 0.9940 0.9988 0.0000 13.613 3.536 39 6 16 5 0.9869 0.9988 0.0000 15.543 3.565 39 6 88 6
+6 0 0.9935 0.9988 0.0000 13.135 3.519 21 7 71 11 0.9878 0.9988 0.0000 15.199 3.558 21 7 88 6
+7 0 0.9944 0.9988 0.0000 12.161 3.400 32 9 20 6 0.9886 0.9988 0.0000 14.820 3.538 32 9 88 6
+8 0 0.9918 0.9988 0.0000 11.717 3.343 32 9 23 8 0.9890 0.9988 0.0000 14.475 3.517 32 9 88 6
+9 0 0.9940 0.9988 0.0000 10.936 3.237 32 9 27 6 0.9895 0.9988 0.0000 14.121 3.489 32 9 88 6
+10 0 0.9960 0.9988 0.0000 10.593 3.218 32 9 13 6 0.9901 0.9988 0.0000 13.800 3.464 32 9 88 6
+11 0 0.9968 0.9988 0.0000 10.023 3.126 32 9 15 5 0.9906 0.9988 0.0000 13.485 3.436 32 9 88 6
+12 0 0.9962 0.9989 0.0000 9.630 3.086 6 4 97 9 0.9911 0.9989 0.0000 13.189 3.409 6 4 88 6
+13 0 0.9954 0.9989 0.0000 9.141 3.046 6 4 49 11 0.9914 0.9989 0.0000 12.900 3.383 6 4 88 6
+14 0 0.9954 0.9989 0.0000 8.687 2.940 6 4 32 6 0.9917 0.9989 0.0000 12.619 3.354 6 4 88 6
+15 0 0.9960 0.9989 0.0000 8.433 2.938 6 4 11 4 0.9919 0.9989 0.0000 12.357 3.328 6 4 88 6
+16 0 0.9966 0.9989 0.0000 8.215 2.898 6 4 37 11 0.9922 0.9989 0.0000 12.114 3.302 6 4 88 6
+17 0 0.9968 0.9989 0.0000 7.859 2.828 6 4 17 5 0.9925 0.9989 0.0000 11.877 3.276 6 4 88 6
+18 0 0.9974 0.9989 0.0000 7.433 2.697 6 4 24 6 0.9927 0.9989 0.0000 11.643 3.245 6 4 88 6
+19 0 0.9970 0.9989 0.0000 7.169 2.630 6 4 13 4 0.9929 0.9989 0.0000 11.420 3.215 6 4 88 6
+20 0 0.9974 0.9989 0.0000 6.915 2.568 6 4 7 3 0.9932 0.9989 0.0000 11.205 3.184 6 4 88 6
+21 0 0.9974 0.9989 0.0000 6.733 2.495 6 4 12 4 0.9933 0.9989 0.0000 11.002 3.153 6 4 88 6
+22 0 0.9977 0.9989 0.0000 6.475 2.407 6 4 74 13 0.9935 0.9989 0.0000 10.805 3.120 6 4 88 6
+23 0 0.9972 0.9989 0.0000 6.252 2.336 6 4 15 6 0.9937 0.9989 0.0000 10.615 3.087 6 4 88 6
+24 0 0.9978 0.9989 0.0000 5.959 2.274 6 4 13 6 0.9939 0.9989 0.0000 10.429 3.055 6 4 88 6
+25 0 0.9980 0.9989 0.9973 5.662 2.198 6 4 33 7 0.9940 0.9989 0.0000 10.246 3.022 6 4 88 6
+26 0 0.9970 0.9989 0.0000 5.541 2.152 6 4 19 6 0.9941 0.9989 0.0000 10.071 2.990 6 4 88 6
+27 0 0.9978 0.9989 0.0000 5.229 2.045 6 4 26 6 0.9943 0.9989 0.0000 9.898 2.956 6 4 88 6
+28 0 0.9976 0.9989 0.0000 5.100 1.989 6 4 17 5 0.9944 0.9989 0.0000 9.733 2.923 6 4 88 6
+29 0 0.9976 0.9989 0.0000 5.030 1.967 6 4 8 4 0.9945 0.9989 0.0000 9.576 2.891 6 4 88 6
+30 0 0.9978 0.9989 0.0000 4.841 1.902 6 4 9 3 0.9946 0.9989 0.0000 9.423 2.859 6 4 88 6
+31 0 0.9972 0.9989 0.0000 4.697 1.835 6 4 12 5 0.9947 0.9989 0.0000 9.276 2.827 6 4 88 6
+32 0 0.9976 0.9989 0.0000 4.652 1.818 6 4 13 4 0.9948 0.9989 0.0000 9.136 2.796 6 4 88 6
+33 0 0.9974 0.9989 0.0000 4.509 1.765 6 4 5 2 0.9948 0.9989 0.0000 9.000 2.766 6 4 88 6
+34 0 0.9978 0.9989 0.0000 4.541 1.801 6 4 9 5 0.9949 0.9989 0.0000 8.872 2.738 6 4 88 6
+35 0 0.9976 0.9989 0.0000 4.469 1.770 6 4 9 3 0.9950 0.9989 0.0000 8.750 2.712 6 4 88 6
+36 0 0.9980 0.9989 0.9969 4.430 1.764 6 4 22 8 0.9951 0.9989 0.0000 8.633 2.686 6 4 88 6
+37 0 0.9970 0.9989 0.0000 4.375 1.735 6 4 9 4 0.9951 0.9989 0.0000 8.521 2.661 6 4 88 6
+38 0 0.9978 0.9989 0.0000 4.246 1.676 6 4 10 4 0.9952 0.9989 0.0000 8.411 2.636 6 4 88 6
+39 0 0.9978 0.9989 0.0000 4.230 1.649 6 4 16 4 0.9953 0.9989 0.0000 8.307 2.611 6 4 88 6
+40 0 0.9976 0.9989 0.0000 4.236 1.658 6 4 7 3 0.9953 0.9989 0.0000 8.208 2.588 6 4 88 6
+41 0 0.9974 0.9989 0.0000 4.260 1.673 6 4 5 2 0.9954 0.9989 0.0000 8.114 2.566 6 4 88 6
+42 0 0.9968 0.9989 0.0000 4.255 1.673 6 4 9 4 0.9954 0.9989 0.0000 8.024 2.545 6 4 88 6
+43 0 0.9974 0.9989 0.0000 4.305 1.689 6 4 15 5 0.9955 0.9989 0.0000 7.939 2.526 6 4 88 6
+44 0 0.9980 0.9989 0.9962 4.352 1.711 6 4 5 2 0.9955 0.9989 0.0000 7.860 2.508 6 4 88 6
+45 0 0.9972 0.9989 0.0000 4.349 1.707 6 4 35 12 0.9956 0.9989 0.0000 7.783 2.490 6 4 88 6
+46 0 0.9980 0.9989 0.9962 4.345 1.708 6 4 5 2 0.9956 0.9989 0.0000 7.710 2.474 6 4 88 6
+47 0 0.9978 0.9989 0.0000 4.348 1.698 6 4 9 4 0.9956 0.9989 0.0000 7.640 2.457 6 4 88 6
+48 0 0.9976 0.9989 0.0000 4.307 1.684 6 4 15 7 0.9957 0.9989 0.0000 7.572 2.442 6 4 88 6
+49 0 0.9974 0.9989 0.0000 4.360 1.719 6 4 13 5 0.9957 0.9989 0.0000 7.508 2.427 6 4 88 6
+50 0 0.9974 0.9989 0.0000 4.342 1.708 6 4 15 5 0.9958 0.9989 0.0000 7.446 2.413 6 4 88 6
+51 0 0.9974 0.9989 0.0000 4.286 1.679 6 4 9 3 0.9958 0.9989 0.0000 7.385 2.399 6 4 88 6
diff --git a/PartB/90Cross90Mut2El/run_0/regress.sys b/PartB/90Cross90Mut2El/run_0/regress.sys
new file mode 100644
index 0000000..7c2163e
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_0/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 206.
+creating initial population(s):
+ 7354 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 62044411
+ freed: 61996411
+ not freed: 48000
+ max allocated: 2491702
+ malloc'ed blocks: 924769
+ realloc'ed blocks: 7
+ free'ed blocks: 924763
+
+------- time -------
+ overall: 31s wall
+ evaluation: 26s wall
+ breeding: 4s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23808
+ freed: 23808
+ allocated: 5500
+ blocks: 10
diff --git a/PartB/90Cross90Mut2El/run_1/regress.bst b/PartB/90Cross90Mut2El/run_1/regress.bst
new file mode 100644
index 0000000..be091f0
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.bst
@@ -0,0 +1,23 @@
+=== BEST-OF-RUN ===
+ generation: 29
+ nodes: 28
+ depth: 11
+ hits: 796
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 796
+ raw fitness: 796.0000
+ standardized fitness: 796.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- -0.56675
+ (* (* convex
+ (* (* (- (exp (/ major
+ (/ major 0.85721)))
+ (log (log (/ (exp (log 0.36280))
+ (+ (/ -0.40757 -0.64541) area))))) extent) convex)) extent))
+TREE-equ:
+y = (-0.56675 - ((convex * (((exp((major / (major / 0.85721))) - log(log((exp(log(0.36280)) / ((-0.40757 / -0.64541) + area))))) * extent) * convex)) * extent))
diff --git a/PartB/90Cross90Mut2El/run_1/regress.fn b/PartB/90Cross90Mut2El/run_1/regress.fn
new file mode 100644
index 0000000..5589a48
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.fn
@@ -0,0 +1,17 @@
+Hits: 2308, Total Size: 2810, Percent Hit: 82.135231
+CC: 673
+CO: 481
+OO: 1635
+OC: 21
+Fitness: 0.998745
+Hits: 796
+
+
+y = (-0.56675 - ((convex * (((exp((major / (major / 0.85721))) - log(log((exp(log(0.36280)) / ((-0.40757 / -0.64541) + area))))) * extent) * convex)) * extent))
+
+ (- -0.56675
+ (* (* convex
+ (* (* (- (exp (/ major
+ (/ major 0.85721)))
+ (log (log (/ (exp (log 0.36280))
+ (+ (/ -0.40757 -0.64541) area))))) extent) convex)) extent))
diff --git a/PartB/90Cross90Mut2El/run_1/regress.gen b/PartB/90Cross90Mut2El/run_1/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_1/regress.his b/PartB/90Cross90Mut2El/run_1/regress.his
new file mode 100644
index 0000000..0d0d2bc
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.his
@@ -0,0 +1,1010 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 31
+ depth: 5
+ hits: 630
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 630
+ raw fitness: 630.0000
+ standardized fitness: 630.0000
+ adjusted fitness: 0.9984
+TREE:
+ (/ (exp (/ (- (log convex)
+ (* convex extent))
+ (/ (+ major eccentricity)
+ (+ eccentricity extent))))
+ (log (log (/ (- convex area)
+ (+ minor extent)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 11
+ depth: 3
+ hits: 727
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 727
+ raw fitness: 727.0000
+ standardized fitness: 727.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (- (log eccentricity)
+ (+ eccentricity major))
+ (exp (/ perimeter extent)))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 4
+ depth: 2
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ 0.12228
+ (log eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 4
+ depth: 2
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ 0.12228
+ (log eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 2
+ nodes: 4
+ depth: 2
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ 0.12228
+ (log eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 2
+ nodes: 4
+ depth: 2
+ hits: 778
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 778
+ raw fitness: 778.0000
+ standardized fitness: 778.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ 0.12228
+ (log eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 6
+ nodes: 3
+ depth: 1
+ hits: 781
+TOP INDIVIDUAL:
+
+
+
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+=== BEST-OF-RUN ===
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diff --git a/PartB/90Cross90Mut2El/run_1/regress.prg b/PartB/90Cross90Mut2El/run_1/regress.prg
new file mode 100644
index 0000000..8c6e7cb
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 10669.00000, perimeter = 403.67499, major_axis_length = 164.54738, minor_axis_length = 83.43629, eccentricity = 0.86191, convex_area = 10885.00000, extent = 0.71384, type = O
+ area = 14407.00000, perimeter = 482.79599, major_axis_length = 202.83234, minor_axis_length = 91.19193, eccentricity = 0.89323, convex_area = 14671.00000, extent = 0.74263, type = C
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+ area = 10788.00000, perimeter = 414.90701, major_axis_length = 169.60159, minor_axis_length = 82.25015, eccentricity = 0.87454, convex_area = 11083.00000, extent = 0.64832, type = O
+ area = 12886.00000, perimeter = 455.51801, major_axis_length = 189.85989, minor_axis_length = 87.49918, eccentricity = 0.88747, convex_area = 13080.00000, extent = 0.59230, type = C
+ area = 12081.00000, perimeter = 431.52100, major_axis_length = 173.52229, minor_axis_length = 89.55707, eccentricity = 0.85652, convex_area = 12315.00000, extent = 0.78043, type = O
+ area = 10516.00000, perimeter = 423.39999, major_axis_length = 175.92067, minor_axis_length = 77.73805, eccentricity = 0.89707, convex_area = 10787.00000, extent = 0.63687, type = O
+ area = 17338.00000, perimeter = 530.04401, major_axis_length = 222.08437, minor_axis_length = 100.54912, eccentricity = 0.89164, convex_area = 17725.00000, extent = 0.79245, type = C
+ area = 15757.00000, perimeter = 509.28101, major_axis_length = 207.29668, minor_axis_length = 98.33614, eccentricity = 0.88032, convex_area = 16150.00000, extent = 0.58971, type = C
+ area = 9768.00000, perimeter = 413.55801, major_axis_length = 179.79776, minor_axis_length = 69.92797, eccentricity = 0.92127, convex_area = 9943.00000, extent = 0.70253, type = O
+ area = 10781.00000, perimeter = 414.95499, major_axis_length = 169.73618, minor_axis_length = 82.24104, eccentricity = 0.87478, convex_area = 11069.00000, extent = 0.69934, type = O
+ area = 12770.00000, perimeter = 458.30200, major_axis_length = 196.63278, minor_axis_length = 83.19528, eccentricity = 0.90608, convex_area = 12949.00000, extent = 0.60287, type = C
+ area = 13942.00000, perimeter = 502.03101, major_axis_length = 214.33798, minor_axis_length = 83.71970, eccentricity = 0.92056, convex_area = 14273.00000, extent = 0.64451, type = C
+ area = 14677.00000, perimeter = 498.79800, major_axis_length = 209.87415, minor_axis_length = 90.27248, eccentricity = 0.90277, convex_area = 15060.00000, extent = 0.64785, type = C
+ area = 16431.00000, perimeter = 509.38501, major_axis_length = 208.05287, minor_axis_length = 101.96149, eccentricity = 0.87168, convex_area = 16875.00000, extent = 0.73222, type = C
+ area = 15252.00000, perimeter = 502.59100, major_axis_length = 211.63116, minor_axis_length = 92.19616, eccentricity = 0.90012, convex_area = 15495.00000, extent = 0.57446, type = C
+ area = 11780.00000, perimeter = 435.67099, major_axis_length = 181.69832, minor_axis_length = 83.58512, eccentricity = 0.88791, convex_area = 11975.00000, extent = 0.80796, type = O
+ area = 11304.00000, perimeter = 419.18100, major_axis_length = 171.37912, minor_axis_length = 84.67481, eccentricity = 0.86942, convex_area = 11504.00000, extent = 0.72092, type = O
+ area = 13678.00000, perimeter = 472.12299, major_axis_length = 200.25354, minor_axis_length = 88.02669, eccentricity = 0.89821, convex_area = 13879.00000, extent = 0.57884, type = C
+ area = 14471.00000, perimeter = 491.34201, major_axis_length = 200.41316, minor_axis_length = 92.81940, eccentricity = 0.88629, convex_area = 14736.00000, extent = 0.58597, type = C
+ area = 14466.00000, perimeter = 497.84000, major_axis_length = 204.40955, minor_axis_length = 91.21478, eccentricity = 0.89492, convex_area = 14885.00000, extent = 0.65650, type = C
diff --git a/PartB/90Cross90Mut2El/run_1/regress.stt b/PartB/90Cross90Mut2El/run_1/regress.stt
new file mode 100644
index 0000000..ad1fc4f
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9568 0.9984 0.0000 18.507 3.493 31 5 47 6 0.9568 0.9984 0.0000 18.507 3.493 31 5 47 6
+1 0 0.9890 0.9986 0.0000 16.025 3.514 11 3 58 7 0.9729 0.9986 0.0000 17.266 3.504 11 3 47 6
+2 0 0.9909 0.9987 0.0000 15.205 3.538 4 2 90 7 0.9789 0.9987 0.0000 16.579 3.515 4 2 47 6
+3 0 0.9921 0.9987 0.0000 14.618 3.548 4 2 37 6 0.9822 0.9987 0.0000 16.089 3.523 4 2 47 6
+4 0 0.9944 0.9987 0.0000 13.546 3.523 4 2 59 7 0.9846 0.9987 0.0000 15.580 3.523 4 2 47 6
+5 0 0.9944 0.9987 0.0000 13.156 3.540 4 2 44 6 0.9863 0.9987 0.0000 15.176 3.526 4 2 47 6
+6 0 0.9950 0.9987 0.0000 12.535 3.487 3 1 30 5 0.9875 0.9987 0.0000 14.799 3.520 3 1 47 6
+7 0 0.9944 0.9987 0.0000 12.241 3.459 3 1 43 6 0.9884 0.9987 0.0000 14.479 3.513 3 1 47 6
+8 0 0.9958 0.9987 0.0000 11.541 3.348 3 1 43 8 0.9892 0.9987 0.0000 14.153 3.494 3 1 47 6
+9 0 0.9959 0.9987 0.0000 11.105 3.294 3 1 73 9 0.9899 0.9987 0.0000 13.848 3.474 3 1 47 6
+10 0 0.9938 0.9987 0.0000 10.811 3.242 3 1 18 7 0.9902 0.9987 0.0000 13.572 3.453 3 1 47 6
+11 0 0.9967 0.9987 0.0000 10.453 3.223 3 1 35 9 0.9908 0.9987 0.0000 13.312 3.434 3 1 47 6
+12 0 0.9955 0.9987 0.0000 9.847 3.116 3 1 33 8 0.9911 0.9987 0.0000 13.045 3.410 3 1 47 6
+13 0 0.9955 0.9987 0.0000 9.219 3.007 3 1 22 8 0.9914 0.9987 0.0000 12.772 3.381 3 1 47 6
+14 0 0.9963 0.9987 0.0000 8.871 2.943 3 1 74 9 0.9918 0.9987 0.0000 12.512 3.352 3 1 47 6
+15 0 0.9973 0.9987 0.0000 8.512 2.875 3 1 31 8 0.9921 0.9987 0.0000 12.262 3.322 3 1 47 6
+16 0 0.9971 0.9987 0.0000 8.255 2.810 3 1 24 6 0.9924 0.9987 0.0000 12.026 3.292 3 1 47 6
+17 0 0.9969 0.9987 0.0000 7.781 2.714 3 1 14 5 0.9927 0.9987 0.0000 11.790 3.260 3 1 47 6
+18 0 0.9965 0.9987 0.0000 7.412 2.612 3 1 10 3 0.9929 0.9987 0.0000 11.560 3.226 3 1 47 6
+19 0 0.9967 0.9987 0.0000 7.074 2.572 3 1 33 9 0.9931 0.9987 0.0000 11.336 3.193 3 1 47 6
+20 0 0.9969 0.9987 0.0000 6.831 2.478 3 1 15 6 0.9932 0.9987 0.0000 11.121 3.159 3 1 47 6
+21 0 0.9975 0.9987 0.0000 6.507 2.410 3 1 19 7 0.9934 0.9987 0.0000 10.911 3.125 3 1 47 6
+22 0 0.9969 0.9987 0.0000 6.343 2.379 3 1 16 6 0.9936 0.9987 0.0000 10.713 3.092 3 1 47 6
+23 0 0.9975 0.9987 0.0000 6.167 2.324 3 1 5 2 0.9938 0.9987 0.0000 10.523 3.060 3 1 47 6
+24 0 0.9975 0.9987 0.0000 6.163 2.317 3 1 11 4 0.9939 0.9987 0.0000 10.349 3.031 3 1 47 6
+25 0 0.9963 0.9987 0.0000 6.099 2.302 3 1 7 3 0.9940 0.9987 0.0000 10.186 3.003 3 1 47 6
+26 0 0.9963 0.9987 0.0000 6.037 2.257 3 1 36 11 0.9941 0.9987 0.0000 10.032 2.975 3 1 47 6
+27 0 0.9973 0.9987 0.0000 5.884 2.207 3 1 32 6 0.9942 0.9987 0.0000 9.884 2.948 3 1 47 6
+28 0 0.9971 0.9987 0.0000 5.710 2.149 3 1 10 4 0.9943 0.9987 0.0000 9.740 2.920 3 1 47 6
+29 0 0.9975 0.9987 0.0000 5.441 2.072 28 11 14 4 0.9944 0.9987 0.0000 9.597 2.892 28 11 47 6
+30 0 0.9973 0.9987 0.0000 5.423 2.080 28 11 22 4 0.9945 0.9987 0.0000 9.462 2.866 28 11 47 6
+31 0 0.9975 0.9987 0.0000 5.160 2.009 28 11 23 7 0.9946 0.9987 0.0000 9.327 2.839 28 11 47 6
+32 0 0.9969 0.9987 0.0000 5.032 1.958 28 11 13 5 0.9947 0.9987 0.0000 9.197 2.812 28 11 47 6
+33 0 0.9979 0.9987 0.9970 4.825 1.894 28 11 16 6 0.9948 0.9987 0.0000 9.069 2.785 28 11 47 6
+34 0 0.9979 0.9987 0.9976 4.713 1.838 28 11 9 4 0.9949 0.9987 0.0000 8.944 2.758 28 11 47 6
+35 0 0.9971 0.9987 0.0000 4.654 1.809 28 11 20 10 0.9949 0.9987 0.0000 8.825 2.732 28 11 47 6
+36 0 0.9975 0.9987 0.0000 4.572 1.776 28 11 13 4 0.9950 0.9987 0.0000 8.710 2.706 28 11 47 6
+37 0 0.9975 0.9987 0.0000 4.538 1.761 28 11 21 9 0.9951 0.9987 0.0000 8.600 2.681 28 11 47 6
+38 0 0.9967 0.9987 0.0000 4.470 1.728 28 11 7 3 0.9951 0.9987 0.0000 8.494 2.657 28 11 47 6
+39 0 0.9977 0.9987 0.0000 4.496 1.735 28 11 25 6 0.9952 0.9987 0.0000 8.394 2.633 28 11 47 6
+40 0 0.9977 0.9987 0.0000 4.517 1.738 28 11 13 6 0.9952 0.9987 0.0000 8.300 2.612 28 11 47 6
+41 0 0.9971 0.9987 0.0000 4.592 1.764 28 11 9 3 0.9953 0.9987 0.0000 8.212 2.591 28 11 47 6
+42 0 0.9979 0.9987 0.9951 4.616 1.797 28 11 22 8 0.9953 0.9987 0.0000 8.128 2.573 28 11 47 6
+43 0 0.9971 0.9987 0.0000 4.671 1.835 28 11 32 9 0.9954 0.9987 0.0000 8.049 2.556 28 11 47 6
+44 0 0.9977 0.9987 0.0000 4.657 1.836 28 11 11 4 0.9954 0.9987 0.0000 7.974 2.540 28 11 47 6
+45 0 0.9975 0.9987 0.0000 4.703 1.845 28 11 16 5 0.9955 0.9987 0.0000 7.903 2.525 28 11 47 6
+46 0 0.9977 0.9987 0.0000 4.612 1.801 28 11 12 5 0.9955 0.9987 0.0000 7.833 2.510 28 11 47 6
+47 0 0.9975 0.9987 0.0000 4.491 1.751 28 11 11 4 0.9956 0.9987 0.0000 7.763 2.494 28 11 47 6
+48 0 0.9975 0.9987 0.0000 4.486 1.756 28 11 17 6 0.9956 0.9987 0.0000 7.696 2.479 28 11 47 6
+49 0 0.9973 0.9987 0.0000 4.420 1.734 28 11 21 8 0.9956 0.9987 0.0000 7.631 2.464 28 11 47 6
+50 0 0.9975 0.9987 0.0000 4.388 1.713 28 11 15 5 0.9957 0.9987 0.0000 7.567 2.449 28 11 47 6
+51 0 0.9971 0.9987 0.0000 4.436 1.723 28 11 12 5 0.9957 0.9987 0.0000 7.507 2.435 28 11 47 6
diff --git a/PartB/90Cross90Mut2El/run_1/regress.sys b/PartB/90Cross90Mut2El/run_1/regress.sys
new file mode 100644
index 0000000..4ca1285
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_1/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 322.
+creating initial population(s):
+ 7239 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 62576824
+ freed: 62528824
+ not freed: 48000
+ max allocated: 2524734
+ malloc'ed blocks: 926669
+ realloc'ed blocks: 8
+ free'ed blocks: 926663
+
+------- time -------
+ overall: 31s wall
+ evaluation: 27s wall
+ breeding: 3s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23803
+ freed: 23803
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_2/regress.bst b/PartB/90Cross90Mut2El/run_2/regress.bst
new file mode 100644
index 0000000..9d7762b
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.bst
@@ -0,0 +1,19 @@
+=== BEST-OF-RUN ===
+ generation: 39
+ nodes: 11
+ depth: 6
+ hits: 847
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 847
+ raw fitness: 847.0000
+ standardized fitness: 847.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (/ extent
+ (* (exp (/ (+ perimeter major) eccentricity)) extent)))
+TREE-equ:
+y = log((extent / (exp(((perimeter + major) / eccentricity)) * extent)))
diff --git a/PartB/90Cross90Mut2El/run_2/regress.fn b/PartB/90Cross90Mut2El/run_2/regress.fn
new file mode 100644
index 0000000..32f8e3b
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.fn
@@ -0,0 +1,13 @@
+Hits: 2261, Total Size: 2810, Percent Hit: 80.462633
+CC: 1072
+CO: 64
+OO: 1189
+OC: 485
+Fitness: 0.998821
+Hits: 847
+
+
+y = log((extent / (exp(((perimeter + major) / eccentricity)) * extent)))
+
+ (log (/ extent
+ (* (exp (/ (+ perimeter major) eccentricity)) extent)))
diff --git a/PartB/90Cross90Mut2El/run_2/regress.gen b/PartB/90Cross90Mut2El/run_2/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_2/regress.his b/PartB/90Cross90Mut2El/run_2/regress.his
new file mode 100644
index 0000000..35fccd2
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.his
@@ -0,0 +1,1019 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 50
+ depth: 5
+ hits: 717
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 717
+ raw fitness: 717.0000
+ standardized fitness: 717.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (/ (log (+ (* -0.21509 minor)
+ (/ convex major)))
+ (* (/ (- extent minor)
+ (+ -0.87672 eccentricity))
+ (/ (* major perimeter)
+ (log convex))))
+ (* (+ (* (/ eccentricity perimeter)
+ (* perimeter minor))
+ (exp (* -0.95981 0.71045)))
+ (* (/ (log eccentricity)
+ (- area area))
+ (- (log minor)
+ (+ area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 3
+ depth: 1
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89064)
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 1
+ nodes: 3
+ depth: 1
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89064)
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 1
+ nodes: 3
+ depth: 1
+ hits: 785
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 785
+ raw fitness: 785.0000
+ standardized fitness: 785.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89064)
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
+ (* (+ (* (+ minor minor)
+ (log extent))
+ (* (exp (/ (+ perimeter major) eccentricity))
+ (+ extent major))) minor))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
+ (* (+ (* (+ minor minor)
+ (log extent))
+ (* (exp (/ (+ perimeter major) eccentricity))
+ (+ extent major))) minor))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
+ (* (+ (* (+ minor minor)
+ (log extent))
+ (* (exp (/ (+ perimeter major) eccentricity))
+ (+ extent major))) minor))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
+ (* (+ (* (+ minor minor)
+ (log extent))
+ (* (exp (/ (+ perimeter major) eccentricity))
+ (+ extent major))) minor))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
+ (* (+ (* (+ minor minor)
+ (log extent))
+ (* (exp (/ (+ perimeter major) eccentricity))
+ (+ extent major))) minor))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 4
+ nodes: 22
+ depth: 7
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (log eccentricity)
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diff --git a/PartB/90Cross90Mut2El/run_2/regress.prg b/PartB/90Cross90Mut2El/run_2/regress.prg
new file mode 100644
index 0000000..dca2191
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 12734.00000, perimeter = 466.30600, major_axis_length = 198.72568, minor_axis_length = 82.28809, eccentricity = 0.91024, convex_area = 13021.00000, extent = 0.63495, type = O
+ area = 15676.00000, perimeter = 512.33502, major_axis_length = 214.76785, minor_axis_length = 93.72194, eccentricity = 0.89976, convex_area = 15961.00000, extent = 0.77928, type = C
+ area = 12758.00000, perimeter = 451.37000, major_axis_length = 180.73944, minor_axis_length = 91.56465, eccentricity = 0.86217, convex_area = 13170.00000, extent = 0.64906, type = O
+ area = 14013.00000, perimeter = 458.91101, major_axis_length = 181.95149, minor_axis_length = 99.44376, eccentricity = 0.83743, convex_area = 14323.00000, extent = 0.79439, type = C
+ area = 11697.00000, perimeter = 424.14801, major_axis_length = 170.55209, minor_axis_length = 88.91115, eccentricity = 0.85337, convex_area = 11939.00000, extent = 0.62725, type = O
diff --git a/PartB/90Cross90Mut2El/run_2/regress.stt b/PartB/90Cross90Mut2El/run_2/regress.stt
new file mode 100644
index 0000000..db6fa33
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9576 0.9986 0.0000 17.976 3.432 50 5 78 6 0.9576 0.9986 0.0000 17.976 3.432 50 5 78 6
+1 0 0.9903 0.9987 0.0000 16.252 3.502 3 1 19 6 0.9740 0.9987 0.0000 17.114 3.467 3 1 78 6
+2 0 0.9922 0.9987 0.0000 15.294 3.539 3 1 68 10 0.9800 0.9987 0.0000 16.507 3.491 3 1 78 6
+3 0 0.9922 0.9987 0.0000 15.008 3.591 3 1 52 7 0.9831 0.9987 0.0000 16.132 3.516 3 1 78 6
+4 0 0.9937 0.9987 0.0000 14.437 3.555 22 7 61 8 0.9852 0.9987 0.0000 15.793 3.524 22 7 78 6
+5 0 0.9922 0.9987 0.0000 13.895 3.546 22 7 47 6 0.9864 0.9987 0.0000 15.477 3.528 22 7 78 6
+6 0 0.9934 0.9987 0.0000 13.283 3.525 22 7 42 10 0.9874 0.9987 0.0000 15.163 3.527 22 7 78 6
+7 0 0.9952 0.9987 0.0000 12.697 3.480 22 7 49 9 0.9883 0.9987 0.0000 14.855 3.521 22 7 78 6
+8 0 0.9946 0.9987 0.0000 12.255 3.491 22 7 130 11 0.9890 0.9987 0.0000 14.566 3.518 22 7 78 6
+9 0 0.9952 0.9987 0.0000 11.673 3.432 22 7 12 5 0.9897 0.9987 0.0000 14.277 3.509 22 7 78 6
+10 0 0.9952 0.9987 0.0000 11.144 3.378 22 7 47 7 0.9902 0.9987 0.0000 13.992 3.497 22 7 78 6
+11 0 0.9950 0.9987 0.0000 10.724 3.321 22 7 9 4 0.9906 0.9987 0.0000 13.720 3.483 22 7 78 6
+12 0 0.9956 0.9987 0.0000 10.100 3.191 22 7 48 9 0.9909 0.9987 0.0000 13.441 3.460 22 7 78 6
+13 0 0.9956 0.9987 0.0000 9.538 3.099 22 7 30 9 0.9913 0.9987 0.0000 13.163 3.434 22 7 78 6
+14 0 0.9968 0.9987 0.0000 9.162 3.042 22 7 17 6 0.9916 0.9987 0.0000 12.896 3.408 22 7 78 6
+15 0 0.9965 0.9987 0.0000 8.872 2.989 22 7 11 5 0.9919 0.9987 0.0000 12.644 3.382 22 7 78 6
+16 0 0.9970 0.9987 0.0000 8.587 2.930 22 7 9 4 0.9922 0.9987 0.0000 12.406 3.355 22 7 78 6
+17 0 0.9966 0.9987 0.0000 8.183 2.804 22 7 15 6 0.9925 0.9987 0.0000 12.171 3.325 22 7 78 6
+18 0 0.9968 0.9987 0.0000 7.756 2.740 22 7 47 14 0.9927 0.9987 0.0000 11.939 3.294 22 7 78 6
+19 0 0.9968 0.9987 0.0000 7.464 2.673 22 7 26 6 0.9929 0.9987 0.0000 11.715 3.263 22 7 78 6
+20 0 0.9962 0.9987 0.0000 7.172 2.585 22 7 43 8 0.9931 0.9987 0.0000 11.499 3.231 22 7 78 6
+21 0 0.9972 0.9987 0.0000 7.019 2.512 22 7 20 5 0.9933 0.9987 0.0000 11.295 3.198 22 7 78 6
+22 0 0.9966 0.9987 0.0000 6.780 2.454 22 7 39 14 0.9934 0.9987 0.0000 11.099 3.166 22 7 78 6
+23 0 0.9978 0.9987 0.0000 6.358 2.342 22 7 41 10 0.9936 0.9987 0.0000 10.901 3.131 22 7 78 6
+24 0 0.9974 0.9988 0.0000 6.311 2.338 13 6 7 3 0.9937 0.9988 0.0000 10.718 3.100 13 6 78 6
+25 0 0.9970 0.9988 0.0000 6.196 2.308 13 6 29 8 0.9939 0.9988 0.0000 10.544 3.069 13 6 78 6
+26 0 0.9968 0.9988 0.0000 6.073 2.275 13 6 26 10 0.9940 0.9988 0.0000 10.378 3.040 13 6 78 6
+27 0 0.9976 0.9988 0.0000 5.772 2.189 13 6 12 6 0.9941 0.9988 0.0000 10.214 3.009 13 6 78 6
+28 0 0.9972 0.9988 0.0000 5.569 2.137 13 6 18 5 0.9942 0.9988 0.0000 10.053 2.979 13 6 78 6
+29 0 0.9978 0.9988 0.0000 5.347 2.055 13 6 21 6 0.9943 0.9988 0.0000 9.897 2.949 13 6 78 6
+30 0 0.9976 0.9988 0.0000 5.122 1.998 13 6 9 4 0.9944 0.9988 0.0000 9.743 2.918 13 6 78 6
+31 0 0.9974 0.9988 0.0000 4.900 1.923 13 6 5 2 0.9945 0.9988 0.0000 9.591 2.887 13 6 78 6
+32 0 0.9974 0.9988 0.0000 4.897 1.928 13 6 9 3 0.9946 0.9988 0.0000 9.449 2.858 13 6 78 6
+33 0 0.9976 0.9988 0.0000 4.743 1.876 13 6 17 6 0.9947 0.9988 0.0000 9.311 2.829 13 6 78 6
+34 0 0.9974 0.9988 0.0000 4.748 1.868 13 6 11 4 0.9948 0.9988 0.0000 9.180 2.801 13 6 78 6
+35 0 0.9976 0.9988 0.0000 4.688 1.855 13 6 16 5 0.9949 0.9988 0.0000 9.055 2.775 13 6 78 6
+36 0 0.9978 0.9988 0.0000 4.691 1.848 13 6 23 8 0.9949 0.9988 0.0000 8.937 2.750 13 6 78 6
+37 0 0.9978 0.9988 0.0000 4.648 1.836 13 6 17 4 0.9950 0.9988 0.0000 8.825 2.726 13 6 78 6
+38 0 0.9978 0.9988 0.0000 4.576 1.791 13 6 23 6 0.9951 0.9988 0.0000 8.716 2.702 13 6 78 6
+39 0 0.9970 0.9988 0.0000 4.521 1.768 11 6 9 4 0.9951 0.9988 0.0000 8.611 2.679 11 6 78 6
+40 0 0.9972 0.9988 0.0000 4.507 1.770 11 6 6 2 0.9952 0.9988 0.0000 8.511 2.657 11 6 78 6
+41 0 0.9978 0.9988 0.0000 4.524 1.780 11 6 26 9 0.9952 0.9988 0.0000 8.416 2.636 11 6 78 6
+42 0 0.9978 0.9988 0.0000 4.486 1.755 11 6 13 4 0.9953 0.9988 0.0000 8.324 2.615 11 6 78 6
+43 0 0.9970 0.9988 0.0000 4.437 1.744 11 6 5 2 0.9953 0.9988 0.0000 8.236 2.595 11 6 78 6
+44 0 0.9978 0.9988 0.0000 4.397 1.739 11 6 18 4 0.9954 0.9988 0.0000 8.151 2.576 11 6 78 6
+45 0 0.9978 0.9988 0.0000 4.383 1.717 11 6 16 4 0.9954 0.9988 0.0000 8.069 2.558 11 6 78 6
+46 0 0.9978 0.9988 0.0000 4.374 1.717 11 6 14 5 0.9955 0.9988 0.0000 7.990 2.540 11 6 78 6
+47 0 0.9976 0.9988 0.0000 4.272 1.676 11 6 13 5 0.9955 0.9988 0.0000 7.913 2.522 11 6 78 6
+48 0 0.9974 0.9988 0.0000 4.397 1.721 11 6 20 7 0.9956 0.9988 0.0000 7.841 2.505 11 6 78 6
+49 0 0.9974 0.9988 0.0000 4.328 1.699 11 6 7 3 0.9956 0.9988 0.0000 7.771 2.489 11 6 78 6
+50 0 0.9976 0.9988 0.0000 4.317 1.684 11 6 15 5 0.9957 0.9988 0.0000 7.703 2.474 11 6 78 6
+51 0 0.9974 0.9988 0.0000 4.346 1.706 11 6 22 9 0.9957 0.9988 0.0000 7.638 2.459 11 6 78 6
diff --git a/PartB/90Cross90Mut2El/run_2/regress.sys b/PartB/90Cross90Mut2El/run_2/regress.sys
new file mode 100644
index 0000000..b36d96d
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_2/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 588.
+creating initial population(s):
+ 7360 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 63134464
+ freed: 63086464
+ not freed: 48000
+ max allocated: 2512758
+ malloc'ed blocks: 924203
+ realloc'ed blocks: 8
+ free'ed blocks: 924197
+
+------- time -------
+ overall: 31s wall
+ evaluation: 30s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23750
+ freed: 23750
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_3/regress.bst b/PartB/90Cross90Mut2El/run_3/regress.bst
new file mode 100644
index 0000000..1164e1a
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.bst
@@ -0,0 +1,21 @@
+=== BEST-OF-RUN ===
+ generation: 50
+ nodes: 18
+ depth: 6
+ hits: 878
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 878
+ raw fitness: 878.0000
+ standardized fitness: 878.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ (exp major)
+ (/ (exp (+ (- (- perimeter -0.39302) major) perimeter))
+ (- (exp extent)
+ (* eccentricity area))))
+TREE-equ:
+y = (exp(major) / (exp((((perimeter - -0.39302) - major) + perimeter)) / (exp(extent) - (eccentricity * area))))
diff --git a/PartB/90Cross90Mut2El/run_3/regress.fn b/PartB/90Cross90Mut2El/run_3/regress.fn
new file mode 100644
index 0000000..52352fb
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.fn
@@ -0,0 +1,15 @@
+Hits: 2413, Total Size: 2810, Percent Hit: 85.871886
+CC: 1051
+CO: 63
+OO: 1362
+OC: 334
+Fitness: 0.998862
+Hits: 878
+
+
+y = (exp(major) / (exp((((perimeter - -0.39302) - major) + perimeter)) / (exp(extent) - (eccentricity * area))))
+
+ (/ (exp major)
+ (/ (exp (+ (- (- perimeter -0.39302) major) perimeter))
+ (- (exp extent)
+ (* eccentricity area))))
diff --git a/PartB/90Cross90Mut2El/run_3/regress.gen b/PartB/90Cross90Mut2El/run_3/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_3/regress.his b/PartB/90Cross90Mut2El/run_3/regress.his
new file mode 100644
index 0000000..80f5f8d
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.his
@@ -0,0 +1,1188 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 43
+ depth: 5
+ hits: 706
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 706
+ raw fitness: 706.0000
+ standardized fitness: 706.0000
+ adjusted fitness: 0.9986
+TREE:
+ (/ (+ (+ (+ (- perimeter eccentricity)
+ (+ extent perimeter))
+ (* (log perimeter)
+ (log minor)))
+ (- (exp (+ minor major))
+ (log (+ perimeter extent))))
+ (* (log (* (log area)
+ (log eccentricity)))
+ (* (+ (* convex area)
+ (- minor area))
+ (log (* -0.90932 -0.83444)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 11
+ depth: 5
+ hits: 715
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 715
+ raw fitness: 715.0000
+ standardized fitness: 715.0000
+ adjusted fitness: 0.9986
+TREE:
+ (- (* (log (* eccentricity
+ (exp 0.13624))) convex)
+ (log (log extent)))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 64
+ depth: 8
+ hits: 751
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 751
+ raw fitness: 751.0000
+ standardized fitness: 751.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- (* (* eccentricity extent)
+ (/ (log (- (/ perimeter minor)
+ (- area convex)))
+ (- (/ (+ convex extent)
+ (* area major))
+ (/ (log minor)
+ (+ eccentricity area)))))
+ (/ (+ (exp (* (+ 0.92714 major)
+ (+ eccentricity -0.54112)))
+ (- (- (* area 0.67672)
+ (/ perimeter perimeter))
+ (/ (/ (+ (exp minor) perimeter) convex)
+ (+ 0.39865 area))))
+ (log (log (* (log major)
+ (- 0.34134 extent))))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 64
+ depth: 8
+ hits: 751
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 751
+ raw fitness: 751.0000
+ standardized fitness: 751.0000
+ adjusted fitness: 0.9987
+TREE:
+ (- (* (* eccentricity extent)
+ (/ (log (- (/ perimeter minor)
+ (- area convex)))
+ (- (/ (+ convex extent)
+ (* area major))
+ (/ (log minor)
+ (+ eccentricity area)))))
+ (/ (+ (exp (* (+ 0.92714 major)
+ (+ eccentricity -0.54112)))
+ (- (- (* area 0.67672)
+ (/ perimeter perimeter))
+ (/ (/ (+ (exp minor) perimeter) convex)
+ (+ 0.39865 area))))
+ (log (log (* (log major)
+ (- 0.34134 extent))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 4
+ nodes: 4
+ depth: 2
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (log 0.41206) eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 4
+ nodes: 4
+ depth: 2
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (log 0.41206) eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 4
+ nodes: 4
+ depth: 2
+ hits: 797
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 797
+ raw fitness: 797.0000
+ standardized fitness: 797.0000
+ adjusted fitness: 0.9987
+TREE:
+ (+ (log 0.41206) eccentricity)
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
+ (- eccentricity -0.91047))))
+ (+ area
+ (+ -0.46245 minor)))
+ (log (+ major major))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
+ (- eccentricity -0.91047))))
+ (+ area
+ (+ -0.46245 minor)))
+ (log (+ major major))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
+ (- eccentricity -0.91047))))
+ (+ area
+ (+ -0.46245 minor)))
+ (log (+ major major))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
+ (- eccentricity -0.91047))))
+ (+ area
+ (+ -0.46245 minor)))
+ (log (+ major major))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
+ (- eccentricity -0.91047))))
+ (+ area
+ (+ -0.46245 minor)))
+ (log (+ major major))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 7
+ nodes: 24
+ depth: 7
+ hits: 869
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 869
+ raw fitness: 869.0000
+ standardized fitness: 869.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.04716
+ (* (- (exp (* (log (exp major))
+ (+ (exp extent)
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diff --git a/PartB/90Cross90Mut2El/run_3/regress.prg b/PartB/90Cross90Mut2El/run_3/regress.prg
new file mode 100644
index 0000000..ab532c7
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 13200.00000, perimeter = 477.85101, major_axis_length = 202.59695, minor_axis_length = 83.68837, eccentricity = 0.91070, convex_area = 13585.00000, extent = 0.64140, type = C
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+ area = 14295.00000, perimeter = 484.22699, major_axis_length = 202.77057, minor_axis_length = 91.39712, eccentricity = 0.89265, convex_area = 14528.00000, extent = 0.55182, type = C
+ area = 11700.00000, perimeter = 436.92899, major_axis_length = 179.57484, minor_axis_length = 83.98396, eccentricity = 0.88390, convex_area = 11980.00000, extent = 0.73854, type = O
+ area = 16490.00000, perimeter = 520.31897, major_axis_length = 212.01076, minor_axis_length = 101.68001, eccentricity = 0.87749, convex_area = 16873.00000, extent = 0.62937, type = C
+ area = 12784.00000, perimeter = 468.71399, major_axis_length = 197.19243, minor_axis_length = 84.30416, eccentricity = 0.90400, convex_area = 13140.00000, extent = 0.58247, type = O
+ area = 12275.00000, perimeter = 454.69299, major_axis_length = 181.87129, minor_axis_length = 87.00900, eccentricity = 0.87814, convex_area = 12709.00000, extent = 0.69268, type = O
+ area = 12763.00000, perimeter = 454.90201, major_axis_length = 185.22537, minor_axis_length = 89.68470, eccentricity = 0.87496, convex_area = 13081.00000, extent = 0.62271, type = O
+ area = 11872.00000, perimeter = 429.53799, major_axis_length = 180.08386, minor_axis_length = 84.37754, eccentricity = 0.88344, convex_area = 12041.00000, extent = 0.64045, type = O
+ area = 13777.00000, perimeter = 480.83600, major_axis_length = 197.00587, minor_axis_length = 90.18475, eccentricity = 0.88907, convex_area = 14266.00000, extent = 0.63264, type = C
+ area = 13050.00000, perimeter = 460.81900, major_axis_length = 187.39630, minor_axis_length = 89.79348, eccentricity = 0.87773, convex_area = 13379.00000, extent = 0.59600, type = O
+ area = 11149.00000, perimeter = 416.89099, major_axis_length = 167.29213, minor_axis_length = 86.69962, eccentricity = 0.85523, convex_area = 11323.00000, extent = 0.69090, type = O
+ area = 13857.00000, perimeter = 498.02899, major_axis_length = 220.26657, minor_axis_length = 80.39958, eccentricity = 0.93100, convex_area = 14053.00000, extent = 0.50795, type = C
+ area = 14817.00000, perimeter = 502.64401, major_axis_length = 214.59085, minor_axis_length = 89.05412, eccentricity = 0.90982, convex_area = 15275.00000, extent = 0.79799, type = C
+ area = 16258.00000, perimeter = 518.77002, major_axis_length = 214.28647, minor_axis_length = 97.37901, eccentricity = 0.89078, convex_area = 16551.00000, extent = 0.70758, type = C
+ area = 10037.00000, perimeter = 395.34000, major_axis_length = 164.24315, minor_axis_length = 78.49976, eccentricity = 0.87839, convex_area = 10210.00000, extent = 0.76490, type = O
+ area = 14947.00000, perimeter = 506.65100, major_axis_length = 214.34431, minor_axis_length = 89.52690, eccentricity = 0.90860, convex_area = 15364.00000, extent = 0.56300, type = C
+ area = 11506.00000, perimeter = 433.34201, major_axis_length = 183.44586, minor_axis_length = 80.39727, eccentricity = 0.89885, convex_area = 11675.00000, extent = 0.61701, type = O
+ area = 9933.00000, perimeter = 397.72000, major_axis_length = 160.85063, minor_axis_length = 79.78277, eccentricity = 0.86832, convex_area = 10161.00000, extent = 0.70637, type = O
diff --git a/PartB/90Cross90Mut2El/run_3/regress.stt b/PartB/90Cross90Mut2El/run_3/regress.stt
new file mode 100644
index 0000000..523ba64
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9582 0.9986 0.0000 18.419 3.474 43 5 30 6 0.9582 0.9986 0.0000 18.419 3.474 43 5 30 6
+1 0 0.9902 0.9986 0.0000 16.370 3.536 11 5 17 4 0.9742 0.9986 0.0000 17.395 3.505 11 5 30 6
+2 0 0.9912 0.9987 0.0000 15.751 3.579 64 8 85 9 0.9799 0.9987 0.0000 16.847 3.529 64 8 30 6
+3 0 0.9940 0.9987 0.0000 14.914 3.625 64 8 77 6 0.9834 0.9987 0.0000 16.363 3.553 64 8 30 6
+4 0 0.9932 0.9987 0.0000 14.046 3.585 4 2 79 9 0.9854 0.9987 0.0000 15.900 3.560 4 2 30 6
+5 0 0.9936 0.9987 0.0000 13.283 3.552 4 2 26 7 0.9868 0.9987 0.0000 15.464 3.558 4 2 30 6
+6 0 0.9940 0.9987 0.0000 12.793 3.542 4 2 27 6 0.9878 0.9987 0.0000 15.082 3.556 4 2 30 6
+7 0 0.9950 0.9989 0.0000 12.090 3.458 24 7 29 7 0.9887 0.9989 0.0000 14.708 3.544 24 7 30 6
+8 0 0.9942 0.9989 0.0000 11.214 3.338 24 7 14 6 0.9893 0.9989 0.0000 14.320 3.521 24 7 30 6
+9 0 0.9964 0.9989 0.0000 10.490 3.235 24 7 74 12 0.9900 0.9989 0.0000 13.937 3.492 24 7 30 6
+10 0 0.9954 0.9989 0.0000 9.879 3.135 24 7 41 6 0.9905 0.9989 0.0000 13.568 3.460 24 7 30 6
+11 0 0.9956 0.9989 0.0000 9.415 3.038 24 7 42 7 0.9909 0.9989 0.0000 13.222 3.425 24 7 30 6
+12 0 0.9966 0.9989 0.0000 9.203 3.022 24 7 64 10 0.9914 0.9989 0.0000 12.913 3.394 24 7 30 6
+13 0 0.9954 0.9989 0.0000 8.941 2.979 24 7 50 9 0.9917 0.9989 0.0000 12.629 3.364 24 7 30 6
+14 0 0.9958 0.9989 0.0000 8.507 2.898 24 7 34 8 0.9920 0.9989 0.0000 12.354 3.333 24 7 30 6
+15 0 0.9958 0.9989 0.0000 8.516 2.888 24 7 21 6 0.9922 0.9989 0.0000 12.114 3.305 24 7 30 6
+16 0 0.9968 0.9989 0.0000 7.958 2.788 24 7 32 6 0.9925 0.9989 0.0000 11.870 3.275 24 7 30 6
+17 0 0.9976 0.9989 0.0000 7.840 2.764 24 7 40 10 0.9928 0.9989 0.0000 11.646 3.246 24 7 30 6
+18 0 0.9960 0.9989 0.0000 7.613 2.711 24 7 5 2 0.9929 0.9989 0.0000 11.434 3.218 24 7 30 6
+19 0 0.9962 0.9989 0.0000 7.435 2.665 24 7 23 6 0.9931 0.9989 0.0000 11.234 3.191 24 7 30 6
+20 0 0.9964 0.9989 0.0000 7.074 2.590 24 7 6 2 0.9933 0.9989 0.0000 11.036 3.162 24 7 30 6
+21 0 0.9976 0.9989 0.0000 6.839 2.532 24 7 17 5 0.9935 0.9989 0.0000 10.845 3.133 24 7 30 6
+22 0 0.9970 0.9989 0.0000 6.753 2.511 24 7 20 6 0.9936 0.9989 0.0000 10.667 3.106 24 7 30 6
+23 0 0.9978 0.9989 0.0000 6.545 2.448 24 7 48 10 0.9938 0.9989 0.0000 10.495 3.079 24 7 30 6
+24 0 0.9969 0.9989 0.0000 6.437 2.423 24 7 46 9 0.9939 0.9989 0.0000 10.333 3.053 24 7 30 6
+25 0 0.9974 0.9989 0.0000 6.262 2.391 24 7 13 6 0.9940 0.9989 0.0000 10.176 3.027 24 7 30 6
+26 0 0.9970 0.9989 0.0000 6.156 2.352 24 7 10 3 0.9942 0.9989 0.0000 10.028 3.002 24 7 30 6
+27 0 0.9974 0.9989 0.0000 6.039 2.320 24 7 26 6 0.9943 0.9989 0.0000 9.885 2.978 24 7 30 6
+28 0 0.9980 0.9989 0.9976 5.861 2.261 24 7 5 2 0.9944 0.9989 0.0000 9.746 2.953 24 7 30 6
+29 0 0.9974 0.9989 0.0000 5.791 2.228 24 7 17 7 0.9945 0.9989 0.0000 9.614 2.929 24 7 30 6
+30 0 0.9976 0.9989 0.0000 5.742 2.214 24 7 10 4 0.9946 0.9989 0.0000 9.490 2.906 24 7 30 6
+31 0 0.9968 0.9989 0.0000 5.586 2.159 24 7 7 3 0.9947 0.9989 0.0000 9.368 2.883 24 7 30 6
+32 0 0.9976 0.9989 0.0000 5.532 2.142 24 7 14 7 0.9948 0.9989 0.0000 9.251 2.860 24 7 30 6
+33 0 0.9972 0.9989 0.0000 5.529 2.144 24 7 21 9 0.9948 0.9989 0.0000 9.142 2.839 24 7 30 6
+34 0 0.9972 0.9989 0.0000 5.364 2.079 24 7 15 4 0.9949 0.9989 0.0000 9.034 2.817 24 7 30 6
+35 0 0.9978 0.9989 0.0000 5.301 2.051 24 7 16 5 0.9950 0.9989 0.0000 8.930 2.796 24 7 30 6
+36 0 0.9974 0.9989 0.0000 5.251 2.035 24 7 11 4 0.9951 0.9989 0.0000 8.831 2.776 24 7 30 6
+37 0 0.9972 0.9989 0.0000 5.161 2.000 24 7 23 5 0.9951 0.9989 0.0000 8.734 2.755 24 7 30 6
+38 0 0.9974 0.9989 0.0000 5.012 1.941 24 7 14 5 0.9952 0.9989 0.0000 8.639 2.734 24 7 30 6
+39 0 0.9976 0.9989 0.0000 4.931 1.922 24 7 15 4 0.9952 0.9989 0.0000 8.546 2.714 24 7 30 6
+40 0 0.9974 0.9989 0.0000 4.806 1.871 24 7 22 6 0.9953 0.9989 0.0000 8.455 2.693 24 7 30 6
+41 0 0.9978 0.9989 0.0000 4.768 1.849 24 7 7 3 0.9954 0.9989 0.0000 8.367 2.673 24 7 30 6
+42 0 0.9976 0.9989 0.0000 4.630 1.810 24 7 22 6 0.9954 0.9989 0.0000 8.280 2.653 24 7 30 6
+43 0 0.9980 0.9989 0.9972 4.691 1.823 24 7 22 6 0.9955 0.9989 0.0000 8.199 2.634 24 7 30 6
+44 0 0.9974 0.9989 0.0000 4.706 1.828 24 7 8 3 0.9955 0.9989 0.0000 8.121 2.616 24 7 30 6
+45 0 0.9976 0.9989 0.0000 4.617 1.805 24 7 12 5 0.9956 0.9989 0.0000 8.045 2.599 24 7 30 6
+46 0 0.9976 0.9989 0.0000 4.531 1.770 24 7 10 5 0.9956 0.9989 0.0000 7.970 2.581 24 7 30 6
+47 0 0.9978 0.9989 0.0000 4.520 1.758 24 7 9 4 0.9956 0.9989 0.0000 7.898 2.564 24 7 30 6
+48 0 0.9976 0.9989 0.0000 4.459 1.737 24 7 11 4 0.9957 0.9989 0.0000 7.828 2.547 24 7 30 6
+49 0 0.9978 0.9989 0.0000 4.426 1.732 24 7 9 4 0.9957 0.9989 0.0000 7.760 2.531 24 7 30 6
+50 0 0.9978 0.9989 0.0000 4.417 1.730 18 6 9 4 0.9958 0.9989 0.0000 7.694 2.515 18 6 30 6
+51 0 0.9976 0.9989 0.0000 4.463 1.744 18 6 14 4 0.9958 0.9989 0.0000 7.632 2.500 18 6 30 6
diff --git a/PartB/90Cross90Mut2El/run_3/regress.sys b/PartB/90Cross90Mut2El/run_3/regress.sys
new file mode 100644
index 0000000..a1020ad
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_3/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 8388.
+creating initial population(s):
+ 7284 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 63242494
+ freed: 63194494
+ not freed: 48000
+ max allocated: 2536711
+ malloc'ed blocks: 925765
+ realloc'ed blocks: 8
+ free'ed blocks: 925759
+
+------- time -------
+ overall: 31s wall
+ evaluation: 31s wall
+ breeding: 0s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 24080
+ freed: 24080
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_4/regress.bst b/PartB/90Cross90Mut2El/run_4/regress.bst
new file mode 100644
index 0000000..c460ce1
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.bst
@@ -0,0 +1,19 @@
+=== BEST-OF-RUN ===
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055)) area)))
+TREE-equ:
+y = log(exp(((perimeter * (area / -0.61055)) / area)))
diff --git a/PartB/90Cross90Mut2El/run_4/regress.fn b/PartB/90Cross90Mut2El/run_4/regress.fn
new file mode 100644
index 0000000..f36117b
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.fn
@@ -0,0 +1,13 @@
+Hits: 2562, Total Size: 2810, Percent Hit: 91.174377
+CC: 1024
+CO: 89
+OO: 1538
+OC: 159
+Fitness: 0.998894
+Hits: 903
+
+
+y = log(exp(((perimeter * (area / -0.61055)) / area)))
+
+ (log (exp (/ (* perimeter
+ (/ area -0.61055)) area)))
diff --git a/PartB/90Cross90Mut2El/run_4/regress.gen b/PartB/90Cross90Mut2El/run_4/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_4/regress.his b/PartB/90Cross90Mut2El/run_4/regress.his
new file mode 100644
index 0000000..cc29236
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.his
@@ -0,0 +1,984 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 8
+ depth: 3
+ hits: 716
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 716
+ raw fitness: 716.0000
+ standardized fitness: 716.0000
+ adjusted fitness: 0.9986
+TREE:
+ (- (log (exp eccentricity))
+ (exp (- 0.79448 eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
+ standardized fitness: 894.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 1
+ nodes: 22
+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
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+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055))
+ (+ (- (+ minor convex)
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+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 1
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+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 894
+ raw fitness: 894.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+ (+ (- (+ minor convex)
+ (/ extent convex))
+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 1
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+ depth: 6
+ hits: 894
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+ (+ (- (+ minor convex)
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+ (- (log major)
+ (- minor -0.38320))))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 14
+ generation: 13
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 25
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+ nodes: 9
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 33
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+ nodes: 9
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ raw fitness: 903.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 34
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+ nodes: 9
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 36
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+ nodes: 9
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 13
+ nodes: 9
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+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 38
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+
+
+-- #1 --
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+ raw fitness: 903.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 39
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+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
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+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 40
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+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
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+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055)) area)))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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+=== BEST-OF-RUN ===
+ current generation: 50
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+ nodes: 9
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+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
+ (/ area -0.61055)) area)))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 13
+ nodes: 9
+ depth: 5
+ hits: 903
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 903
+ raw fitness: 903.0000
+ standardized fitness: 903.0000
+ adjusted fitness: 0.9989
+TREE:
+ (log (exp (/ (* perimeter
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diff --git a/PartB/90Cross90Mut2El/run_4/regress.prg b/PartB/90Cross90Mut2El/run_4/regress.prg
new file mode 100644
index 0000000..9af887e
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 12503.00000, perimeter = 449.59900, major_axis_length = 184.01433, minor_axis_length = 88.25850, eccentricity = 0.87747, convex_area = 12803.00000, extent = 0.78163, type = O
+ area = 13607.00000, perimeter = 482.81799, major_axis_length = 202.84724, minor_axis_length = 86.15414, eccentricity = 0.90532, convex_area = 13901.00000, extent = 0.55684, type = C
+ area = 15093.00000, perimeter = 509.30499, major_axis_length = 214.42812, minor_axis_length = 90.88328, eccentricity = 0.90574, convex_area = 15497.00000, extent = 0.57262, type = C
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diff --git a/PartB/90Cross90Mut2El/run_4/regress.stt b/PartB/90Cross90Mut2El/run_4/regress.stt
new file mode 100644
index 0000000..79812ab
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9565 0.9986 0.0000 18.169 3.423 8 3 20 5 0.9565 0.9986 0.0000 18.169 3.423 8 3 20 5
+1 0 0.9932 0.9989 0.0000 16.180 3.478 22 6 38 7 0.9749 0.9989 0.0000 17.174 3.450 22 6 20 5
+2 0 0.9921 0.9989 0.0000 15.574 3.544 22 6 25 5 0.9806 0.9989 0.0000 16.641 3.482 22 6 20 5
+3 0 0.9919 0.9989 0.0000 14.411 3.491 22 6 23 6 0.9834 0.9989 0.0000 16.084 3.484 22 6 20 5
+4 0 0.9932 0.9989 0.0000 13.426 3.411 22 6 81 9 0.9854 0.9989 0.0000 15.552 3.469 22 6 20 5
+5 0 0.9946 0.9989 0.0000 12.606 3.374 22 6 59 9 0.9869 0.9989 0.0000 15.061 3.453 22 6 20 5
+6 0 0.9934 0.9989 0.0000 12.061 3.320 22 6 15 4 0.9879 0.9989 0.0000 14.632 3.434 22 6 20 5
+7 0 0.9958 0.9989 0.0000 11.249 3.197 22 6 19 8 0.9889 0.9989 0.0000 14.210 3.405 22 6 20 5
+8 0 0.9964 0.9989 0.0000 11.080 3.194 22 6 55 14 0.9897 0.9989 0.0000 13.862 3.381 22 6 20 5
+9 0 0.9950 0.9989 0.0000 10.193 3.098 22 6 17 7 0.9902 0.9989 0.0000 13.495 3.353 22 6 20 5
+10 0 0.9964 0.9989 0.0000 9.397 2.996 22 6 116 13 0.9908 0.9989 0.0000 13.122 3.320 22 6 20 5
+11 0 0.9976 0.9989 0.0000 9.316 2.996 22 6 51 11 0.9914 0.9989 0.0000 12.805 3.293 22 6 20 5
+12 0 0.9972 0.9989 0.0000 9.106 2.962 22 6 52 16 0.9918 0.9989 0.0000 12.521 3.268 22 6 20 5
+13 0 0.9970 0.9989 0.0000 8.981 2.938 9 5 77 9 0.9922 0.9989 0.0000 12.268 3.244 9 5 20 5
+14 0 0.9958 0.9989 0.0000 8.620 2.905 9 5 35 8 0.9924 0.9989 0.0000 12.025 3.222 9 5 20 5
+15 0 0.9964 0.9989 0.0000 8.296 2.829 9 5 48 12 0.9927 0.9989 0.0000 11.792 3.197 9 5 20 5
+16 0 0.9968 0.9989 0.0000 8.066 2.803 9 5 11 5 0.9929 0.9989 0.0000 11.572 3.174 9 5 20 5
+17 0 0.9962 0.9989 0.0000 7.634 2.728 9 5 49 13 0.9931 0.9989 0.0000 11.354 3.149 9 5 20 5
+18 0 0.9970 0.9989 0.0000 7.281 2.637 9 5 8 3 0.9933 0.9989 0.0000 11.139 3.122 9 5 20 5
+19 0 0.9968 0.9989 0.0000 7.013 2.565 9 5 16 6 0.9935 0.9989 0.0000 10.933 3.094 9 5 20 5
+20 0 0.9966 0.9989 0.0000 6.741 2.510 9 5 8 3 0.9936 0.9989 0.0000 10.733 3.067 9 5 20 5
+21 0 0.9962 0.9989 0.0000 6.532 2.469 9 5 30 8 0.9938 0.9989 0.0000 10.542 3.039 9 5 20 5
+22 0 0.9974 0.9989 0.0000 6.367 2.437 9 5 56 9 0.9939 0.9989 0.0000 10.361 3.013 9 5 20 5
+23 0 0.9974 0.9989 0.0000 6.114 2.353 9 5 36 9 0.9941 0.9989 0.0000 10.184 2.986 9 5 20 5
+24 0 0.9978 0.9989 0.0000 5.886 2.273 9 5 11 4 0.9942 0.9989 0.0000 10.012 2.957 9 5 20 5
+25 0 0.9972 0.9989 0.0000 5.822 2.226 9 5 21 7 0.9943 0.9989 0.0000 9.851 2.929 9 5 20 5
+26 0 0.9966 0.9989 0.0000 5.734 2.214 9 5 14 5 0.9944 0.9989 0.0000 9.698 2.903 9 5 20 5
+27 0 0.9978 0.9989 0.0000 5.573 2.160 9 5 14 5 0.9945 0.9989 0.0000 9.551 2.876 9 5 20 5
+28 0 0.9976 0.9989 0.0000 5.358 2.088 9 5 8 4 0.9947 0.9989 0.0000 9.406 2.849 9 5 20 5
+29 0 0.9978 0.9989 0.0000 5.137 1.998 9 5 46 8 0.9948 0.9989 0.0000 9.264 2.821 9 5 20 5
+30 0 0.9972 0.9989 0.0000 5.063 1.960 9 5 12 4 0.9948 0.9989 0.0000 9.129 2.793 9 5 20 5
+31 0 0.9976 0.9989 0.0000 5.056 1.958 9 5 14 5 0.9949 0.9989 0.0000 9.001 2.767 9 5 20 5
+32 0 0.9972 0.9989 0.0000 4.951 1.941 9 5 27 8 0.9950 0.9989 0.0000 8.879 2.742 9 5 20 5
+33 0 0.9976 0.9989 0.0000 4.938 1.934 9 5 13 5 0.9951 0.9989 0.0000 8.763 2.718 9 5 20 5
+34 0 0.9972 0.9989 0.0000 4.791 1.873 9 5 18 4 0.9951 0.9989 0.0000 8.649 2.694 9 5 20 5
+35 0 0.9974 0.9989 0.0000 4.569 1.777 9 5 22 8 0.9952 0.9989 0.0000 8.536 2.668 9 5 20 5
+36 0 0.9978 0.9989 0.0000 4.437 1.739 9 5 46 10 0.9953 0.9989 0.0000 8.425 2.643 9 5 20 5
+37 0 0.9978 0.9989 0.0000 4.452 1.741 9 5 16 5 0.9953 0.9989 0.0000 8.321 2.619 9 5 20 5
+38 0 0.9978 0.9989 0.0000 4.520 1.765 9 5 10 3 0.9954 0.9989 0.0000 8.223 2.598 9 5 20 5
+39 0 0.9978 0.9989 0.0000 4.456 1.756 9 5 19 8 0.9955 0.9989 0.0000 8.129 2.576 9 5 20 5
+40 0 0.9974 0.9989 0.0000 4.549 1.807 9 5 23 10 0.9955 0.9989 0.0000 8.042 2.558 9 5 20 5
+41 0 0.9970 0.9989 0.0000 4.404 1.742 9 5 21 8 0.9955 0.9989 0.0000 7.955 2.538 9 5 20 5
+42 0 0.9974 0.9989 0.0000 4.241 1.680 9 5 10 4 0.9956 0.9989 0.0000 7.869 2.518 9 5 20 5
+43 0 0.9974 0.9989 0.0000 4.166 1.662 9 5 11 5 0.9956 0.9989 0.0000 7.784 2.499 9 5 20 5
+44 0 0.9976 0.9989 0.0000 4.234 1.696 9 5 10 6 0.9957 0.9989 0.0000 7.706 2.481 9 5 20 5
+45 0 0.9976 0.9989 0.0000 4.372 1.747 9 5 11 4 0.9957 0.9989 0.0000 7.633 2.465 9 5 20 5
+46 0 0.9970 0.9989 0.0000 4.299 1.700 9 5 10 4 0.9958 0.9989 0.0000 7.562 2.449 9 5 20 5
+47 0 0.9976 0.9989 0.0000 4.339 1.720 9 5 6 3 0.9958 0.9989 0.0000 7.495 2.434 9 5 20 5
+48 0 0.9978 0.9989 0.0000 4.321 1.719 9 5 9 4 0.9958 0.9989 0.0000 7.430 2.419 9 5 20 5
+49 0 0.9976 0.9989 0.0000 4.336 1.720 9 5 21 7 0.9959 0.9989 0.0000 7.368 2.405 9 5 20 5
+50 0 0.9974 0.9989 0.0000 4.323 1.703 9 5 18 7 0.9959 0.9989 0.0000 7.309 2.391 9 5 20 5
+51 0 0.9974 0.9989 0.0000 4.379 1.715 9 5 14 6 0.9959 0.9989 0.0000 7.252 2.378 9 5 20 5
diff --git a/PartB/90Cross90Mut2El/run_4/regress.sys b/PartB/90Cross90Mut2El/run_4/regress.sys
new file mode 100644
index 0000000..c033261
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_4/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 73.
+creating initial population(s):
+ 7318 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (2s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 61456021
+ freed: 61408021
+ not freed: 48000
+ max allocated: 2515797
+ malloc'ed blocks: 926031
+ realloc'ed blocks: 8
+ free'ed blocks: 926025
+
+------- time -------
+ overall: 30s wall
+ evaluation: 26s wall
+ breeding: 4s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 24003
+ freed: 24003
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_5/regress.bst b/PartB/90Cross90Mut2El/run_5/regress.bst
new file mode 100644
index 0000000..8755203
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.bst
@@ -0,0 +1,27 @@
+=== BEST-OF-RUN ===
+ generation: 25
+ nodes: 37
+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 840
+ raw fitness: 840.0000
+ standardized fitness: 840.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ area
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+TREE-equ:
+y = (((((major + perimeter) / (minor - major)) + ((eccentricity / area) - exp(eccentricity))) / exp(((extent / eccentricity) / (convex * perimeter)))) + log(((area / (minor + minor)) - ((area + area) / log(minor)))))
diff --git a/PartB/90Cross90Mut2El/run_5/regress.fn b/PartB/90Cross90Mut2El/run_5/regress.fn
new file mode 100644
index 0000000..50a45e8
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.fn
@@ -0,0 +1,21 @@
+Hits: 2364, Total Size: 2810, Percent Hit: 84.128114
+CC: 960
+CO: 183
+OO: 1404
+OC: 263
+Fitness: 0.998811
+Hits: 840
+
+
+y = (((((major + perimeter) / (minor - major)) + ((eccentricity / area) - exp(eccentricity))) / exp(((extent / eccentricity) / (convex * perimeter)))) + log(((area / (minor + minor)) - ((area + area) / log(minor)))))
+
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ area
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
diff --git a/PartB/90Cross90Mut2El/run_5/regress.gen b/PartB/90Cross90Mut2El/run_5/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_5/regress.his b/PartB/90Cross90Mut2El/run_5/regress.his
new file mode 100644
index 0000000..5742cc0
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.his
@@ -0,0 +1,1352 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
+ (- minor major))
+ (- (/ eccentricity area)
+ (exp eccentricity)))
+ (exp (/ (/ extent eccentricity)
+ (* convex perimeter))))
+ (log (- (/ (log area)
+ (+ minor minor))
+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 13
+ generation: 0
+ nodes: 38
+ depth: 5
+ hits: 839
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 839
+ raw fitness: 839.0000
+ standardized fitness: 839.0000
+ adjusted fitness: 0.9988
+TREE:
+ (+ (/ (+ (/ (+ major perimeter)
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+ (* convex perimeter))))
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+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
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+ depth: 5
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
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+ depth: 5
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
+ current generation: 37
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
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+ depth: 5
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
+ current generation: 39
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+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
+ current generation: 41
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 42
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+ nodes: 37
+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+=== BEST-OF-RUN ===
+ current generation: 43
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+ depth: 5
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+ (log (- (/ area
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+=== BEST-OF-RUN ===
+ current generation: 45
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 46
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+ (log minor)))))
+=== BEST-OF-RUN ===
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+=== BEST-OF-RUN ===
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+ nodes: 37
+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+=== BEST-OF-RUN ===
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+ nodes: 37
+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+=== BEST-OF-RUN ===
+ current generation: 50
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+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+TREE:
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+ (log (- (/ area
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+ (/ (+ area area)
+ (log minor)))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 25
+ nodes: 37
+ depth: 5
+ hits: 840
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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diff --git a/PartB/90Cross90Mut2El/run_5/regress.prg b/PartB/90Cross90Mut2El/run_5/regress.prg
new file mode 100644
index 0000000..3c4676a
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 10691.00000, perimeter = 407.08701, major_axis_length = 163.29175, minor_axis_length = 84.58920, eccentricity = 0.85537, convex_area = 10921.00000, extent = 0.61210, type = O
+ area = 15080.00000, perimeter = 500.00601, major_axis_length = 209.58928, minor_axis_length = 92.79666, eccentricity = 0.89664, convex_area = 15614.00000, extent = 0.73232, type = C
+ area = 11995.00000, perimeter = 477.41101, major_axis_length = 216.48775, minor_axis_length = 70.77008, eccentricity = 0.94506, convex_area = 12168.00000, extent = 0.66606, type = C
+ area = 11681.00000, perimeter = 422.04901, major_axis_length = 174.08575, minor_axis_length = 85.92032, eccentricity = 0.86972, convex_area = 11832.00000, extent = 0.60902, type = O
+ area = 15209.00000, perimeter = 496.56500, major_axis_length = 214.05008, minor_axis_length = 91.02632, eccentricity = 0.90507, convex_area = 15395.00000, extent = 0.56937, type = C
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+ area = 10576.00000, perimeter = 417.01999, major_axis_length = 175.39082, minor_axis_length = 77.45559, eccentricity = 0.89720, convex_area = 10729.00000, extent = 0.56592, type = O
+ area = 16862.00000, perimeter = 519.47101, major_axis_length = 219.65996, minor_axis_length = 98.39157, eccentricity = 0.89407, convex_area = 17104.00000, extent = 0.61227, type = C
+ area = 12885.00000, perimeter = 463.43799, major_axis_length = 192.96786, minor_axis_length = 86.65742, eccentricity = 0.89349, convex_area = 13263.00000, extent = 0.58903, type = O
+ area = 13002.00000, perimeter = 458.31601, major_axis_length = 187.39746, minor_axis_length = 89.58738, eccentricity = 0.87833, convex_area = 13319.00000, extent = 0.67634, type = O
+ area = 11226.00000, perimeter = 413.54999, major_axis_length = 168.53348, minor_axis_length = 85.62770, eccentricity = 0.86131, convex_area = 11424.00000, extent = 0.77240, type = O
+ area = 9732.00000, perimeter = 395.62399, major_axis_length = 166.25105, minor_axis_length = 75.57278, eccentricity = 0.89071, convex_area = 9887.00000, extent = 0.58655, type = O
+ area = 15830.00000, perimeter = 520.78198, major_axis_length = 215.13918, minor_axis_length = 95.17147, eccentricity = 0.89683, convex_area = 16326.00000, extent = 0.61051, type = C
+ area = 12809.00000, perimeter = 455.14401, major_axis_length = 189.07947, minor_axis_length = 87.20803, eccentricity = 0.88728, convex_area = 13025.00000, extent = 0.59000, type = C
+ area = 11790.00000, perimeter = 444.34299, major_axis_length = 184.42249, minor_axis_length = 82.44761, eccentricity = 0.89450, convex_area = 12103.00000, extent = 0.59606, type = O
+ area = 14471.00000, perimeter = 491.34201, major_axis_length = 200.41316, minor_axis_length = 92.81940, eccentricity = 0.88629, convex_area = 14736.00000, extent = 0.58597, type = C
+ area = 16000.00000, perimeter = 515.38098, major_axis_length = 215.71432, minor_axis_length = 94.95480, eccentricity = 0.89791, convex_area = 16289.00000, extent = 0.67366, type = C
+ area = 10589.00000, perimeter = 411.92899, major_axis_length = 170.27213, minor_axis_length = 80.86866, eccentricity = 0.88002, convex_area = 10850.00000, extent = 0.72428, type = O
+ area = 11550.00000, perimeter = 420.27399, major_axis_length = 170.95306, minor_axis_length = 87.15016, eccentricity = 0.86030, convex_area = 11776.00000, extent = 0.69470, type = O
+ area = 11667.00000, perimeter = 447.52499, major_axis_length = 186.67125, minor_axis_length = 80.84287, eccentricity = 0.90136, convex_area = 12039.00000, extent = 0.66730, type = C
+ area = 13259.00000, perimeter = 464.40799, major_axis_length = 198.21152, minor_axis_length = 85.81574, eccentricity = 0.90142, convex_area = 13445.00000, extent = 0.58205, type = O
+ area = 13683.00000, perimeter = 490.79300, major_axis_length = 210.28197, minor_axis_length = 84.04502, eccentricity = 0.91666, convex_area = 14187.00000, extent = 0.77393, type = C
+ area = 16934.00000, perimeter = 533.08600, major_axis_length = 225.30267, minor_axis_length = 96.45010, eccentricity = 0.90374, convex_area = 17323.00000, extent = 0.75262, type = C
+ area = 14889.00000, perimeter = 499.20599, major_axis_length = 210.38416, minor_axis_length = 91.71178, eccentricity = 0.89998, convex_area = 15221.00000, extent = 0.60463, type = C
+ area = 15862.00000, perimeter = 507.54800, major_axis_length = 214.87325, minor_axis_length = 94.80012, eccentricity = 0.89741, convex_area = 16098.00000, extent = 0.80834, type = C
+ area = 12358.00000, perimeter = 447.17401, major_axis_length = 183.46461, minor_axis_length = 87.74208, eccentricity = 0.87822, convex_area = 12586.00000, extent = 0.58458, type = O
+ area = 10005.00000, perimeter = 394.09900, major_axis_length = 161.26289, minor_axis_length = 79.95715, eccentricity = 0.86843, convex_area = 10220.00000, extent = 0.71875, type = O
+ area = 12643.00000, perimeter = 449.34201, major_axis_length = 184.77808, minor_axis_length = 87.98871, eccentricity = 0.87934, convex_area = 12903.00000, extent = 0.77204, type = O
+ area = 13693.00000, perimeter = 479.47900, major_axis_length = 200.39729, minor_axis_length = 88.17446, eccentricity = 0.89800, convex_area = 14097.00000, extent = 0.69525, type = C
+ area = 12092.00000, perimeter = 449.18900, major_axis_length = 192.57950, minor_axis_length = 80.42228, eccentricity = 0.90863, convex_area = 12298.00000, extent = 0.58393, type = C
+ area = 14149.00000, perimeter = 474.95200, major_axis_length = 195.35510, minor_axis_length = 93.33527, eccentricity = 0.87848, convex_area = 14454.00000, extent = 0.60569, type = C
diff --git a/PartB/90Cross90Mut2El/run_5/regress.stt b/PartB/90Cross90Mut2El/run_5/regress.stt
new file mode 100644
index 0000000..8844a83
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9603 0.9988 0.0000 18.423 3.478 38 5 6 3 0.9603 0.9988 0.0000 18.423 3.478 38 5 6 3
+1 0 0.9916 0.9988 0.0000 16.266 3.560 38 5 24 5 0.9759 0.9988 0.0000 17.344 3.519 38 5 6 3
+2 0 0.9918 0.9988 0.0000 15.616 3.642 38 5 9 3 0.9812 0.9988 0.0000 16.768 3.560 38 5 6 3
+3 0 0.9927 0.9988 0.0000 15.330 3.679 38 5 27 6 0.9841 0.9988 0.0000 16.409 3.590 38 5 6 3
+4 0 0.9936 0.9988 0.0000 14.436 3.659 38 5 34 9 0.9860 0.9988 0.0000 16.014 3.604 38 5 6 3
+5 0 0.9936 0.9988 0.0000 13.598 3.607 38 5 27 7 0.9872 0.9988 0.0000 15.611 3.604 38 5 6 3
+6 0 0.9944 0.9988 0.0000 12.737 3.523 38 5 39 6 0.9883 0.9988 0.0000 15.201 3.593 38 5 6 3
+7 0 0.9956 0.9988 0.0000 12.087 3.425 38 5 16 5 0.9892 0.9988 0.0000 14.812 3.572 38 5 6 3
+8 0 0.9976 0.9988 0.0000 11.596 3.403 38 5 19 8 0.9901 0.9988 0.0000 14.454 3.553 38 5 6 3
+9 0 0.9968 0.9988 0.0000 11.092 3.338 38 5 20 6 0.9908 0.9988 0.0000 14.118 3.531 38 5 6 3
+10 0 0.9952 0.9988 0.0000 10.639 3.237 38 5 41 11 0.9912 0.9988 0.0000 13.802 3.505 38 5 6 3
+11 0 0.9960 0.9988 0.0000 10.142 3.157 38 5 21 6 0.9916 0.9988 0.0000 13.497 3.476 38 5 6 3
+12 0 0.9960 0.9988 0.0000 9.742 3.098 38 5 23 7 0.9919 0.9988 0.0000 13.208 3.447 38 5 6 3
+13 0 0.9968 0.9988 0.0000 9.420 3.048 38 5 24 9 0.9923 0.9988 0.0000 12.937 3.418 38 5 6 3
+14 0 0.9962 0.9988 0.0000 8.807 2.924 38 5 27 7 0.9925 0.9988 0.0000 12.662 3.385 38 5 6 3
+15 0 0.9970 0.9988 0.0000 8.584 2.886 38 5 37 6 0.9928 0.9988 0.0000 12.407 3.354 38 5 6 3
+16 0 0.9966 0.9988 0.0000 8.245 2.820 38 5 33 10 0.9930 0.9988 0.0000 12.162 3.322 38 5 6 3
+17 0 0.9966 0.9988 0.0000 7.925 2.756 38 5 19 10 0.9932 0.9988 0.0000 11.927 3.291 38 5 6 3
+18 0 0.9968 0.9988 0.0000 7.503 2.648 38 5 15 6 0.9934 0.9988 0.0000 11.694 3.257 38 5 6 3
+19 0 0.9966 0.9988 0.0000 7.223 2.601 38 5 60 10 0.9936 0.9988 0.0000 11.470 3.224 38 5 6 3
+20 0 0.9964 0.9988 0.0000 6.797 2.466 38 5 81 10 0.9937 0.9988 0.0000 11.248 3.188 38 5 6 3
+21 0 0.9972 0.9988 0.0000 6.410 2.373 38 5 57 12 0.9939 0.9988 0.0000 11.028 3.151 38 5 6 3
+22 0 0.9972 0.9988 0.0000 6.260 2.346 38 5 23 9 0.9940 0.9988 0.0000 10.821 3.116 38 5 6 3
+23 0 0.9962 0.9988 0.0000 6.098 2.271 38 5 9 4 0.9941 0.9988 0.0000 10.624 3.081 38 5 6 3
+24 0 0.9976 0.9988 0.0000 5.813 2.204 38 5 18 5 0.9942 0.9988 0.0000 10.431 3.046 38 5 6 3
+25 0 0.9968 0.9988 0.0000 5.649 2.121 37 5 14 5 0.9943 0.9988 0.0000 10.248 3.010 37 5 6 3
+26 0 0.9978 0.9988 0.0000 5.595 2.106 37 5 21 9 0.9945 0.9988 0.0000 10.075 2.977 37 5 6 3
+27 0 0.9978 0.9988 0.0000 5.545 2.082 37 5 16 7 0.9946 0.9988 0.0000 9.913 2.945 37 5 6 3
+28 0 0.9968 0.9988 0.0000 5.510 2.082 37 5 16 7 0.9946 0.9988 0.0000 9.762 2.915 37 5 6 3
+29 0 0.9978 0.9988 0.0000 5.269 2.004 37 5 27 10 0.9948 0.9988 0.0000 9.612 2.885 37 5 6 3
+30 0 0.9972 0.9988 0.0000 5.096 1.941 37 5 14 5 0.9948 0.9988 0.0000 9.466 2.854 37 5 6 3
+31 0 0.9970 0.9988 0.0000 4.966 1.897 37 5 29 9 0.9949 0.9988 0.0000 9.326 2.824 37 5 6 3
+32 0 0.9972 0.9988 0.0000 4.830 1.852 37 5 14 5 0.9950 0.9988 0.0000 9.189 2.795 37 5 6 3
+33 0 0.9978 0.9988 0.0000 4.797 1.850 37 5 13 5 0.9951 0.9988 0.0000 9.060 2.767 37 5 6 3
+34 0 0.9978 0.9988 0.0000 4.892 1.878 37 5 13 6 0.9951 0.9988 0.0000 8.941 2.742 37 5 6 3
+35 0 0.9974 0.9988 0.0000 4.876 1.872 37 5 11 5 0.9952 0.9988 0.0000 8.828 2.718 37 5 6 3
+36 0 0.9978 0.9988 0.0000 4.844 1.860 37 5 28 7 0.9953 0.9988 0.0000 8.720 2.694 37 5 6 3
+37 0 0.9978 0.9988 0.0000 4.909 1.884 37 5 15 7 0.9953 0.9988 0.0000 8.620 2.673 37 5 6 3
+38 0 0.9974 0.9988 0.0000 4.929 1.898 37 5 35 6 0.9954 0.9988 0.0000 8.525 2.653 37 5 6 3
+39 0 0.9976 0.9988 0.0000 4.839 1.873 37 5 15 5 0.9954 0.9988 0.0000 8.433 2.634 37 5 6 3
+40 0 0.9980 0.9988 0.9973 4.803 1.860 37 5 3 1 0.9955 0.9988 0.0000 8.345 2.615 37 5 6 3
+41 0 0.9978 0.9988 0.0000 4.788 1.868 37 5 16 5 0.9955 0.9988 0.0000 8.260 2.597 37 5 6 3
+42 0 0.9978 0.9988 0.0000 4.805 1.876 37 5 18 7 0.9956 0.9988 0.0000 8.180 2.580 37 5 6 3
+43 0 0.9974 0.9988 0.0000 4.742 1.872 37 5 12 4 0.9956 0.9988 0.0000 8.102 2.564 37 5 6 3
+44 0 0.9980 0.9988 0.9958 4.636 1.818 37 5 9 4 0.9957 0.9988 0.0000 8.025 2.548 37 5 6 3
+45 0 0.9976 0.9988 0.0000 4.691 1.824 37 5 33 10 0.9957 0.9988 0.0000 7.952 2.532 37 5 6 3
+46 0 0.9968 0.9988 0.0000 4.679 1.814 37 5 9 4 0.9958 0.9988 0.0000 7.883 2.517 37 5 6 3
+47 0 0.9976 0.9988 0.0000 4.657 1.807 37 5 5 2 0.9958 0.9988 0.0000 7.815 2.502 37 5 6 3
+48 0 0.9980 0.9988 0.9939 4.588 1.761 37 5 19 5 0.9958 0.9988 0.0000 7.749 2.487 37 5 6 3
+49 0 0.9974 0.9988 0.0000 4.625 1.795 37 5 8 4 0.9959 0.9988 0.0000 7.687 2.473 37 5 6 3
+50 0 0.9962 0.9988 0.0000 4.754 1.820 37 5 6 2 0.9959 0.9988 0.0000 7.629 2.460 37 5 6 3
+51 0 0.9978 0.9988 0.0000 4.706 1.816 37 5 11 6 0.9959 0.9988 0.0000 7.573 2.448 37 5 6 3
diff --git a/PartB/90Cross90Mut2El/run_5/regress.sys b/PartB/90Cross90Mut2El/run_5/regress.sys
new file mode 100644
index 0000000..6e8de5e
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_5/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 1500.
+creating initial population(s):
+ 7165 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 62867566
+ freed: 62819566
+ not freed: 48000
+ max allocated: 2530695
+ malloc'ed blocks: 926060
+ realloc'ed blocks: 8
+ free'ed blocks: 926054
+
+------- time -------
+ overall: 31s wall
+ evaluation: 30s wall
+ breeding: 0s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23960
+ freed: 23960
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_6/regress.bst b/PartB/90Cross90Mut2El/run_6/regress.bst
new file mode 100644
index 0000000..060a8d6
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.bst
@@ -0,0 +1,20 @@
+=== BEST-OF-RUN ===
+ generation: 5
+ nodes: 9
+ depth: 4
+ hits: 873
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 873
+ raw fitness: 873.0000
+ standardized fitness: 873.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.60673
+ (* (exp perimeter)
+ (exp (+ major minor))))
+TREE-equ:
+y = (-0.60673 / (exp(perimeter) * exp((major + minor))))
diff --git a/PartB/90Cross90Mut2El/run_6/regress.fn b/PartB/90Cross90Mut2El/run_6/regress.fn
new file mode 100644
index 0000000..fe09eed
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.fn
@@ -0,0 +1,14 @@
+Hits: 2322, Total Size: 2810, Percent Hit: 82.633452
+CC: 1102
+CO: 27
+OO: 1220
+OC: 461
+Fitness: 0.998856
+Hits: 873
+
+
+y = (-0.60673 / (exp(perimeter) * exp((major + minor))))
+
+ (/ -0.60673
+ (* (exp perimeter)
+ (exp (+ major minor))))
diff --git a/PartB/90Cross90Mut2El/run_6/regress.gen b/PartB/90Cross90Mut2El/run_6/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_6/regress.his b/PartB/90Cross90Mut2El/run_6/regress.his
new file mode 100644
index 0000000..d8b153c
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.his
@@ -0,0 +1,989 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 24
+ depth: 5
+ hits: 753
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 753
+ raw fitness: 753.0000
+ standardized fitness: 753.0000
+ adjusted fitness: 0.9987
+TREE:
+ (* (exp (exp (log (log convex))))
+ (/ (- (exp (/ major minor))
+ (log (- major convex)))
+ (log (- (* major perimeter)
+ (/ perimeter perimeter)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 7
+ depth: 2
+ hits: 772
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 772
+ raw fitness: 772.0000
+ standardized fitness: 772.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (* -0.78501 minor)
+ (- 0.89598 eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
+ nodes: 14
+ depth: 6
+ hits: 860
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 860
+ raw fitness: 860.0000
+ standardized fitness: 860.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (- (exp (/ 0.03747 extent))
+ (log (log (/ (* convex eccentricity)
+ (log minor))))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 2
+ nodes: 14
+ depth: 6
+ hits: 860
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 860
+ raw fitness: 860.0000
+ standardized fitness: 860.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (- (exp (/ 0.03747 extent))
+ (log (log (/ (* convex eccentricity)
+ (log minor))))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 2
+ nodes: 14
+ depth: 6
+ hits: 860
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 860
+ raw fitness: 860.0000
+ standardized fitness: 860.0000
+ adjusted fitness: 0.9988
+TREE:
+ (log (- (exp (/ 0.03747 extent))
+ (log (log (/ (* convex eccentricity)
+ (log minor))))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 5
+ nodes: 9
+ depth: 4
+ hits: 873
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 873
+ raw fitness: 873.0000
+ standardized fitness: 873.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.60673
+ (* (exp perimeter)
+ (exp (+ major minor))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 5
+ nodes: 9
+ depth: 4
+ hits: 873
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 873
+ raw fitness: 873.0000
+ standardized fitness: 873.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ -0.60673
+ (* (exp perimeter)
+ (exp (+ major minor))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 5
+ nodes: 9
+ depth: 4
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diff --git a/PartB/90Cross90Mut2El/run_6/regress.prg b/PartB/90Cross90Mut2El/run_6/regress.prg
new file mode 100644
index 0000000..14874fa
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 12638.00000, perimeter = 454.56100, major_axis_length = 187.56937, minor_axis_length = 86.98496, eccentricity = 0.88597, convex_area = 12902.00000, extent = 0.76859, type = O
+ area = 11280.00000, perimeter = 420.10101, major_axis_length = 170.67036, minor_axis_length = 85.49737, eccentricity = 0.86548, convex_area = 11582.00000, extent = 0.64317, type = O
+ area = 11860.00000, perimeter = 427.02600, major_axis_length = 174.99043, minor_axis_length = 87.09915, eccentricity = 0.86733, convex_area = 12064.00000, extent = 0.61229, type = O
+ area = 14958.00000, perimeter = 505.25699, major_axis_length = 216.37630, minor_axis_length = 88.34891, eccentricity = 0.91284, convex_area = 15235.00000, extent = 0.70861, type = C
+ area = 10541.00000, perimeter = 406.53601, major_axis_length = 162.99107, minor_axis_length = 83.69826, eccentricity = 0.85808, convex_area = 10901.00000, extent = 0.77462, type = O
+ area = 10249.00000, perimeter = 404.08899, major_axis_length = 165.68245, minor_axis_length = 80.38426, eccentricity = 0.87442, convex_area = 10486.00000, extent = 0.67145, type = O
+ area = 9764.00000, perimeter = 390.95700, major_axis_length = 160.22710, minor_axis_length = 78.86163, eccentricity = 0.87049, convex_area = 9956.00000, extent = 0.64881, type = O
+ area = 10510.00000, perimeter = 416.71100, major_axis_length = 174.78029, minor_axis_length = 77.30443, eccentricity = 0.89687, convex_area = 10691.00000, extent = 0.58833, type = O
diff --git a/PartB/90Cross90Mut2El/run_6/regress.stt b/PartB/90Cross90Mut2El/run_6/regress.stt
new file mode 100644
index 0000000..8fdee33
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9613 0.9987 0.0000 18.470 3.468 24 5 53 5 0.9613 0.9987 0.0000 18.470 3.468 24 5 53 5
+1 0 0.9924 0.9987 0.0000 15.871 3.473 7 2 60 7 0.9768 0.9987 0.0000 17.170 3.471 7 2 53 5
+2 0 0.9916 0.9988 0.0000 15.394 3.528 14 6 21 6 0.9818 0.9988 0.0000 16.578 3.490 14 6 53 5
+3 0 0.9924 0.9988 0.0000 14.988 3.578 14 6 16 6 0.9844 0.9988 0.0000 16.181 3.512 14 6 53 5
+4 0 0.9937 0.9988 0.0000 14.056 3.584 14 6 45 5 0.9863 0.9988 0.0000 15.756 3.526 14 6 53 5
+5 0 0.9954 0.9989 0.0000 13.272 3.501 9 4 92 14 0.9878 0.9989 0.0000 15.342 3.522 9 4 53 5
+6 0 0.9946 0.9989 0.0000 12.351 3.425 9 4 18 9 0.9888 0.9989 0.0000 14.915 3.508 9 4 53 5
+7 0 0.9954 0.9989 0.0000 11.530 3.281 9 4 28 7 0.9896 0.9989 0.0000 14.491 3.480 9 4 53 5
+8 0 0.9958 0.9989 0.0000 11.076 3.231 9 4 23 9 0.9903 0.9989 0.0000 14.112 3.452 9 4 53 5
+9 0 0.9966 0.9989 0.0000 10.368 3.136 9 4 19 8 0.9909 0.9989 0.0000 13.738 3.420 9 4 53 5
+10 0 0.9968 0.9989 0.0000 10.107 3.167 9 4 18 8 0.9915 0.9989 0.0000 13.408 3.397 9 4 53 5
+11 0 0.9964 0.9989 0.0000 9.482 3.072 9 4 53 10 0.9919 0.9989 0.0000 13.080 3.370 9 4 53 5
+12 0 0.9960 0.9989 0.0000 8.765 2.939 9 4 40 10 0.9922 0.9989 0.0000 12.748 3.337 9 4 53 5
+13 0 0.9964 0.9989 0.0000 8.452 2.850 9 4 40 7 0.9925 0.9989 0.0000 12.441 3.302 9 4 53 5
+14 0 0.9956 0.9989 0.0000 8.161 2.794 9 4 31 9 0.9927 0.9989 0.0000 12.156 3.268 9 4 53 5
+15 0 0.9972 0.9989 0.0000 7.951 2.764 9 4 45 14 0.9930 0.9989 0.0000 11.893 3.237 9 4 53 5
+16 0 0.9972 0.9989 0.0000 7.710 2.720 9 4 51 9 0.9932 0.9989 0.0000 11.647 3.206 9 4 53 5
+17 0 0.9978 0.9989 0.0000 7.214 2.604 9 4 27 10 0.9935 0.9989 0.0000 11.401 3.173 9 4 53 5
+18 0 0.9974 0.9989 0.0000 6.931 2.531 9 4 27 10 0.9937 0.9989 0.0000 11.166 3.139 9 4 53 5
+19 0 0.9974 0.9989 0.0000 6.721 2.441 9 4 14 5 0.9939 0.9989 0.0000 10.943 3.104 9 4 53 5
+20 0 0.9976 0.9989 0.0000 6.475 2.367 9 4 5 2 0.9941 0.9989 0.0000 10.731 3.069 9 4 53 5
+21 0 0.9970 0.9989 0.0000 6.416 2.362 9 4 36 10 0.9942 0.9989 0.0000 10.535 3.037 9 4 53 5
+22 0 0.9964 0.9989 0.0000 6.237 2.300 9 4 9 4 0.9943 0.9989 0.0000 10.348 3.005 9 4 53 5
+23 0 0.9970 0.9989 0.0000 6.022 2.217 9 4 9 4 0.9944 0.9989 0.0000 10.167 2.972 9 4 53 5
+24 0 0.9972 0.9989 0.0000 5.783 2.133 9 4 11 4 0.9945 0.9989 0.0000 9.992 2.939 9 4 53 5
+25 0 0.9976 0.9989 0.0000 5.620 2.112 9 4 11 4 0.9946 0.9989 0.0000 9.824 2.907 9 4 53 5
+26 0 0.9972 0.9989 0.0000 5.580 2.096 9 4 48 7 0.9947 0.9989 0.0000 9.667 2.877 9 4 53 5
+27 0 0.9978 0.9989 0.0000 5.473 2.057 9 4 63 10 0.9948 0.9989 0.0000 9.517 2.847 9 4 53 5
+28 0 0.9976 0.9989 0.0000 5.383 2.027 9 4 73 9 0.9949 0.9989 0.0000 9.374 2.819 9 4 53 5
+29 0 0.9976 0.9989 0.0000 5.363 2.036 9 4 21 6 0.9950 0.9989 0.0000 9.241 2.793 9 4 53 5
+30 0 0.9968 0.9989 0.0000 5.216 2.003 9 4 10 5 0.9951 0.9989 0.0000 9.111 2.768 9 4 53 5
+31 0 0.9978 0.9989 0.0000 5.060 1.935 9 4 12 4 0.9952 0.9989 0.0000 8.984 2.742 9 4 53 5
+32 0 0.9972 0.9989 0.0000 5.076 1.945 9 4 29 8 0.9952 0.9989 0.0000 8.866 2.717 9 4 53 5
+33 0 0.9978 0.9989 0.0000 4.918 1.906 9 4 13 4 0.9953 0.9989 0.0000 8.750 2.694 9 4 53 5
+34 0 0.9966 0.9989 0.0000 4.872 1.894 9 4 9 4 0.9953 0.9989 0.0000 8.639 2.671 9 4 53 5
+35 0 0.9972 0.9989 0.0000 4.791 1.870 9 4 13 4 0.9954 0.9989 0.0000 8.532 2.648 9 4 53 5
+36 0 0.9978 0.9989 0.0000 4.698 1.818 9 4 43 9 0.9955 0.9989 0.0000 8.428 2.626 9 4 53 5
+37 0 0.9978 0.9989 0.0000 4.710 1.822 9 4 6 3 0.9955 0.9989 0.0000 8.331 2.605 9 4 53 5
+38 0 0.9974 0.9989 0.0000 4.764 1.822 9 4 19 6 0.9956 0.9989 0.0000 8.239 2.585 9 4 53 5
+39 0 0.9974 0.9989 0.0000 4.719 1.814 9 4 28 7 0.9956 0.9989 0.0000 8.151 2.566 9 4 53 5
+40 0 0.9978 0.9989 0.0000 4.639 1.807 9 4 13 4 0.9957 0.9989 0.0000 8.065 2.547 9 4 53 5
+41 0 0.9970 0.9989 0.0000 4.776 1.857 9 4 10 4 0.9957 0.9989 0.0000 7.987 2.531 9 4 53 5
+42 0 0.9970 0.9989 0.0000 4.796 1.861 9 4 17 6 0.9957 0.9989 0.0000 7.913 2.515 9 4 53 5
+43 0 0.9980 0.9989 0.9972 4.743 1.856 9 4 11 4 0.9958 0.9989 0.0000 7.841 2.500 9 4 53 5
+44 0 0.9972 0.9989 0.0000 4.697 1.835 9 4 18 7 0.9958 0.9989 0.0000 7.771 2.485 9 4 53 5
+45 0 0.9978 0.9989 0.0000 4.641 1.814 9 4 26 9 0.9959 0.9989 0.0000 7.703 2.471 9 4 53 5
+46 0 0.9980 0.9989 0.9977 4.717 1.856 9 4 13 4 0.9959 0.9989 0.0000 7.639 2.458 9 4 53 5
+47 0 0.9976 0.9989 0.0000 4.659 1.828 9 4 12 6 0.9959 0.9989 0.0000 7.577 2.444 9 4 53 5
+48 0 0.9974 0.9989 0.0000 4.722 1.830 9 4 8 4 0.9960 0.9989 0.0000 7.519 2.432 9 4 53 5
+49 0 0.9972 0.9989 0.0000 4.684 1.812 9 4 21 7 0.9960 0.9989 0.0000 7.462 2.420 9 4 53 5
+50 0 0.9972 0.9989 0.0000 4.569 1.771 9 4 12 4 0.9960 0.9989 0.0000 7.406 2.407 9 4 53 5
+51 0 0.9974 0.9989 0.0000 4.617 1.805 9 4 9 5 0.9960 0.9989 0.0000 7.352 2.395 9 4 53 5
diff --git a/PartB/90Cross90Mut2El/run_6/regress.sys b/PartB/90Cross90Mut2El/run_6/regress.sys
new file mode 100644
index 0000000..0095f9d
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_6/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 312.
+creating initial population(s):
+ 7483 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (2s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (1s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 61861219
+ freed: 61813219
+ not freed: 48000
+ max allocated: 2517574
+ malloc'ed blocks: 926457
+ realloc'ed blocks: 8
+ free'ed blocks: 926451
+
+------- time -------
+ overall: 31s wall
+ evaluation: 29s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23890
+ freed: 23890
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_7/regress.bst b/PartB/90Cross90Mut2El/run_7/regress.bst
new file mode 100644
index 0000000..653d829
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.bst
@@ -0,0 +1,22 @@
+=== BEST-OF-RUN ===
+ generation: 20
+ nodes: 15
+ depth: 6
+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 902
+ raw fitness: 902.0000
+ standardized fitness: 902.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ perimeter
+ (+ (/ (/ (/ minor
+ (* area 0.06174))
+ (log 0.95077)) 0.87933)
+ (exp eccentricity)))
+TREE-equ:
+y = (perimeter / ((((minor / (area * 0.06174)) / log(0.95077)) / 0.87933) + exp(eccentricity)))
diff --git a/PartB/90Cross90Mut2El/run_7/regress.fn b/PartB/90Cross90Mut2El/run_7/regress.fn
new file mode 100644
index 0000000..3cd7d09
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.fn
@@ -0,0 +1,16 @@
+Hits: 2596, Total Size: 2810, Percent Hit: 92.384342
+CC: 1016
+CO: 112
+OO: 1580
+OC: 102
+Fitness: 0.998893
+Hits: 902
+
+
+y = (perimeter / ((((minor / (area * 0.06174)) / log(0.95077)) / 0.87933) + exp(eccentricity)))
+
+ (/ perimeter
+ (+ (/ (/ (/ minor
+ (* area 0.06174))
+ (log 0.95077)) 0.87933)
+ (exp eccentricity)))
diff --git a/PartB/90Cross90Mut2El/run_7/regress.gen b/PartB/90Cross90Mut2El/run_7/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_7/regress.his b/PartB/90Cross90Mut2El/run_7/regress.his
new file mode 100644
index 0000000..677633a
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.his
@@ -0,0 +1,1089 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 32
+ depth: 5
+ hits: 647
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 647
+ raw fitness: 647.0000
+ standardized fitness: 647.0000
+ adjusted fitness: 0.9985
+TREE:
+ (+ (- (- (log (- eccentricity minor))
+ (- (exp major)
+ (/ perimeter perimeter)))
+ (+ (/ (log extent)
+ (exp minor))
+ (log (- convex convex))))
+ (log (exp (+ (- major 0.15709)
+ (+ perimeter eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 1
+ nodes: 25
+ depth: 5
+ hits: 705
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 705
+ raw fitness: 705.0000
+ standardized fitness: 705.0000
+ adjusted fitness: 0.9986
+TREE:
+ (* (/ (log (* (log convex)
+ (log eccentricity)))
+ (+ (exp eccentricity)
+ (- area convex)))
+ (+ (log (exp eccentricity))
+ (* (+ area extent)
+ (+ 0.94300 eccentricity))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 8
+ nodes: 10
+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
+ raw fitness: 777.0000
+ standardized fitness: 777.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 8
+ nodes: 10
+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
+ raw fitness: 777.0000
+ standardized fitness: 777.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 10
+ generation: 8
+ nodes: 10
+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
+ raw fitness: 777.0000
+ standardized fitness: 777.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 11
+ generation: 8
+ nodes: 10
+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
+ raw fitness: 777.0000
+ standardized fitness: 777.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
+ current generation: 12
+ generation: 8
+ nodes: 10
+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
+ raw fitness: 777.0000
+ standardized fitness: 777.0000
+ adjusted fitness: 0.9987
+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
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+ depth: 4
+ hits: 777
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
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+ depth: 4
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 777
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+ (/ (- eccentricity
+ (log (/ perimeter major)))
+ (/ 0.48755 eccentricity))
+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+ (/ (- eccentricity
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+ (log (exp (- (+ -0.61280
+ (- (+ (- (exp (- major area)) major) extent) 0.52491))
+ (+ perimeter minor)))))
+=== BEST-OF-RUN ===
+ current generation: 17
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+
+
+
+-- #1 --
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+ (log (exp (- (+ -0.61280
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+ (+ perimeter minor)))))
+=== BEST-OF-RUN ===
+ current generation: 18
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
+ current generation: 41
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+
+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 42
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+
+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 43
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (/ perimeter
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+=== BEST-OF-RUN ===
+ current generation: 44
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+
+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 45
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+ depth: 6
+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (/ perimeter
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+ (exp eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 20
+ nodes: 15
+ depth: 6
+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 902
+ raw fitness: 902.0000
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+TREE:
+ (/ perimeter
+ (+ (/ (/ (/ minor
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+ (exp eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 47
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+ nodes: 15
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+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 48
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+TREE:
+ (/ perimeter
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+=== BEST-OF-RUN ===
+ current generation: 49
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+ nodes: 15
+ depth: 6
+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 902
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+TREE:
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+=== BEST-OF-RUN ===
+ current generation: 50
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+ nodes: 15
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+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 902
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+TREE:
+ (/ perimeter
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+ (exp eccentricity)))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 20
+ nodes: 15
+ depth: 6
+ hits: 902
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 902
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+TREE:
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diff --git a/PartB/90Cross90Mut2El/run_7/regress.prg b/PartB/90Cross90Mut2El/run_7/regress.prg
new file mode 100644
index 0000000..7a64984
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 9216.00000, perimeter = 384.34201, major_axis_length = 163.29163, minor_axis_length = 72.26080, eccentricity = 0.89676, convex_area = 9352.00000, extent = 0.62477, type = O
+ area = 11422.00000, perimeter = 429.20499, major_axis_length = 178.55898, minor_axis_length = 82.38754, eccentricity = 0.88719, convex_area = 11668.00000, extent = 0.68559, type = O
+ area = 10015.00000, perimeter = 402.17899, major_axis_length = 160.38683, minor_axis_length = 81.07691, eccentricity = 0.86282, convex_area = 10338.00000, extent = 0.69462, type = O
+ area = 11908.00000, perimeter = 430.70300, major_axis_length = 174.37300, minor_axis_length = 88.10851, eccentricity = 0.86295, convex_area = 12162.00000, extent = 0.68832, type = O
+ area = 14055.00000, perimeter = 488.74899, major_axis_length = 207.75175, minor_axis_length = 87.25033, eccentricity = 0.90754, convex_area = 14484.00000, extent = 0.55008, type = C
+ area = 12526.00000, perimeter = 439.22198, major_axis_length = 178.21603, minor_axis_length = 90.40445, eccentricity = 0.86178, convex_area = 12819.00000, extent = 0.66895, type = O
+ area = 12466.00000, perimeter = 448.85699, major_axis_length = 181.19337, minor_axis_length = 88.68750, eccentricity = 0.87202, convex_area = 12779.00000, extent = 0.60409, type = O
+ area = 15135.00000, perimeter = 506.43500, major_axis_length = 208.72266, minor_axis_length = 93.81931, eccentricity = 0.89328, convex_area = 15656.00000, extent = 0.57451, type = C
+ area = 9733.00000, perimeter = 396.65399, major_axis_length = 163.66455, minor_axis_length = 76.42941, eccentricity = 0.88426, convex_area = 9903.00000, extent = 0.81190, type = O
+ area = 13200.00000, perimeter = 477.85101, major_axis_length = 202.59695, minor_axis_length = 83.68837, eccentricity = 0.91070, convex_area = 13585.00000, extent = 0.64140, type = C
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+ area = 14911.00000, perimeter = 494.08899, major_axis_length = 207.56024, minor_axis_length = 92.41061, eccentricity = 0.89542, convex_area = 15132.00000, extent = 0.60476, type = C
+ area = 15433.00000, perimeter = 519.52197, major_axis_length = 218.38802, minor_axis_length = 91.67455, eccentricity = 0.90763, convex_area = 15887.00000, extent = 0.77944, type = C
+ area = 16679.00000, perimeter = 528.55200, major_axis_length = 222.77959, minor_axis_length = 96.64007, eccentricity = 0.90101, convex_area = 17006.00000, extent = 0.56917, type = C
+ area = 11432.00000, perimeter = 428.53699, major_axis_length = 172.69301, minor_axis_length = 85.30267, eccentricity = 0.86949, convex_area = 11696.00000, extent = 0.62286, type = O
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+ area = 14536.00000, perimeter = 501.92099, major_axis_length = 216.37054, minor_axis_length = 86.67999, eccentricity = 0.91625, convex_area = 14988.00000, extent = 0.54405, type = C
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+ area = 14563.00000, perimeter = 496.77600, major_axis_length = 206.12715, minor_axis_length = 91.53044, eccentricity = 0.89600, convex_area = 15116.00000, extent = 0.59105, type = C
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+ area = 15159.00000, perimeter = 515.13098, major_axis_length = 216.06192, minor_axis_length = 91.02570, eccentricity = 0.90692, convex_area = 15685.00000, extent = 0.65071, type = C
+ area = 14842.00000, perimeter = 505.72601, major_axis_length = 214.95474, minor_axis_length = 88.66093, eccentricity = 0.91097, convex_area = 15313.00000, extent = 0.54450, type = C
+ area = 12537.00000, perimeter = 440.10599, major_axis_length = 177.27472, minor_axis_length = 91.08681, eccentricity = 0.85790, convex_area = 12845.00000, extent = 0.67043, type = O
diff --git a/PartB/90Cross90Mut2El/run_7/regress.stt b/PartB/90Cross90Mut2El/run_7/regress.stt
new file mode 100644
index 0000000..b8391b1
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9581 0.9985 0.0000 18.421 3.455 32 5 17 5 0.9581 0.9985 0.0000 18.421 3.455 32 5 17 5
+1 0 0.9922 0.9986 0.0000 16.303 3.490 25 5 100 7 0.9751 0.9986 0.0000 17.362 3.473 25 5 17 5
+2 0 0.9914 0.9986 0.0000 15.458 3.521 25 5 34 5 0.9806 0.9986 0.0000 16.727 3.489 25 5 17 5
+3 0 0.9938 0.9986 0.0000 14.154 3.467 25 5 16 5 0.9839 0.9986 0.0000 16.084 3.483 25 5 17 5
+4 0 0.9932 0.9986 0.0000 13.621 3.478 25 5 25 7 0.9857 0.9986 0.0000 15.591 3.482 25 5 17 5
+5 0 0.9956 0.9986 0.0000 13.288 3.457 25 5 33 7 0.9874 0.9986 0.0000 15.207 3.478 25 5 17 5
+6 0 0.9944 0.9986 0.0000 12.699 3.428 25 5 18 5 0.9884 0.9986 0.0000 14.849 3.471 25 5 17 5
+7 0 0.9946 0.9986 0.0000 11.774 3.358 25 5 23 6 0.9892 0.9986 0.0000 14.465 3.457 25 5 17 5
+8 0 0.9956 0.9987 0.0000 11.138 3.313 10 4 17 6 0.9899 0.9987 0.0000 14.095 3.441 10 4 17 5
+9 0 0.9944 0.9987 0.0000 10.775 3.253 10 4 6 3 0.9903 0.9987 0.0000 13.763 3.422 10 4 17 5
+10 0 0.9960 0.9987 0.0000 10.474 3.248 10 4 45 6 0.9909 0.9987 0.0000 13.464 3.406 10 4 17 5
+11 0 0.9956 0.9987 0.0000 10.047 3.175 10 4 81 9 0.9913 0.9987 0.0000 13.179 3.387 10 4 17 5
+12 0 0.9946 0.9987 0.0000 9.532 3.098 10 4 11 4 0.9915 0.9987 0.0000 12.899 3.365 10 4 17 5
+13 0 0.9966 0.9987 0.0000 9.075 3.001 10 4 34 6 0.9919 0.9987 0.0000 12.626 3.339 10 4 17 5
+14 0 0.9974 0.9987 0.0000 8.586 2.869 10 4 6 3 0.9922 0.9987 0.0000 12.356 3.307 10 4 17 5
+15 0 0.9970 0.9987 0.0000 8.397 2.830 10 4 8 3 0.9925 0.9987 0.0000 12.109 3.278 10 4 17 5
+16 0 0.9962 0.9989 0.0000 8.046 2.758 20 10 14 6 0.9928 0.9989 0.0000 11.870 3.247 20 10 17 5
+17 0 0.9972 0.9989 0.0000 7.831 2.730 20 10 7 3 0.9930 0.9989 0.0000 11.646 3.218 20 10 17 5
+18 0 0.9964 0.9989 0.0000 7.551 2.675 20 10 72 10 0.9932 0.9989 0.0000 11.430 3.190 20 10 17 5
+19 0 0.9968 0.9989 0.0000 7.300 2.634 20 10 30 11 0.9934 0.9989 0.0000 11.224 3.162 20 10 17 5
+20 0 0.9958 0.9989 0.0000 7.193 2.594 15 6 14 5 0.9935 0.9989 0.0000 11.032 3.135 15 6 17 5
+21 0 0.9968 0.9989 0.0000 6.756 2.463 15 6 15 5 0.9936 0.9989 0.0000 10.837 3.104 15 6 17 5
+22 0 0.9962 0.9989 0.0000 6.326 2.335 15 6 41 9 0.9937 0.9989 0.0000 10.641 3.071 15 6 17 5
+23 0 0.9966 0.9989 0.0000 6.107 2.281 15 6 10 4 0.9939 0.9989 0.0000 10.452 3.038 15 6 17 5
+24 0 0.9972 0.9989 0.0000 5.820 2.231 15 6 12 6 0.9940 0.9989 0.0000 10.267 3.006 15 6 17 5
+25 0 0.9974 0.9989 0.0000 5.774 2.197 15 6 19 7 0.9941 0.9989 0.0000 10.094 2.975 15 6 17 5
+26 0 0.9976 0.9989 0.0000 5.515 2.113 15 6 17 5 0.9943 0.9989 0.0000 9.925 2.943 15 6 17 5
+27 0 0.9974 0.9989 0.0000 5.393 2.084 15 6 34 9 0.9944 0.9989 0.0000 9.763 2.912 15 6 17 5
+28 0 0.9968 0.9989 0.0000 5.183 1.991 15 6 13 6 0.9945 0.9989 0.0000 9.605 2.880 15 6 17 5
+29 0 0.9974 0.9989 0.0000 5.127 1.974 15 6 17 8 0.9946 0.9989 0.0000 9.456 2.850 15 6 17 5
+30 0 0.9974 0.9989 0.0000 5.082 1.962 15 6 10 4 0.9946 0.9989 0.0000 9.315 2.822 15 6 17 5
+31 0 0.9974 0.9989 0.0000 5.061 1.935 15 6 11 6 0.9947 0.9989 0.0000 9.182 2.794 15 6 17 5
+32 0 0.9968 0.9989 0.0000 4.978 1.907 15 6 8 4 0.9948 0.9989 0.0000 9.054 2.767 15 6 17 5
+33 0 0.9972 0.9989 0.0000 4.799 1.866 15 6 10 4 0.9949 0.9989 0.0000 8.929 2.740 15 6 17 5
+34 0 0.9976 0.9989 0.0000 4.766 1.877 15 6 8 4 0.9949 0.9989 0.0000 8.810 2.716 15 6 17 5
+35 0 0.9972 0.9989 0.0000 4.808 1.897 15 6 22 5 0.9950 0.9989 0.0000 8.699 2.693 15 6 17 5
+36 0 0.9972 0.9989 0.0000 4.666 1.854 15 6 8 4 0.9951 0.9989 0.0000 8.590 2.670 15 6 17 5
+37 0 0.9978 0.9989 0.0000 4.552 1.789 15 6 21 6 0.9951 0.9989 0.0000 8.484 2.647 15 6 17 5
+38 0 0.9978 0.9989 0.0000 4.455 1.757 15 6 12 4 0.9952 0.9989 0.0000 8.380 2.624 15 6 17 5
+39 0 0.9974 0.9989 0.0000 4.311 1.694 15 6 14 5 0.9953 0.9989 0.0000 8.279 2.601 15 6 17 5
+40 0 0.9974 0.9989 0.0000 4.301 1.687 15 6 14 4 0.9953 0.9989 0.0000 8.182 2.579 15 6 17 5
+41 0 0.9976 0.9989 0.0000 4.388 1.714 15 6 14 7 0.9954 0.9989 0.0000 8.091 2.558 15 6 17 5
+42 0 0.9976 0.9989 0.0000 4.469 1.744 15 6 16 6 0.9954 0.9989 0.0000 8.007 2.539 15 6 17 5
+43 0 0.9978 0.9989 0.0000 4.566 1.781 15 6 12 4 0.9955 0.9989 0.0000 7.929 2.522 15 6 17 5
+44 0 0.9976 0.9989 0.0000 4.520 1.762 15 6 12 4 0.9955 0.9989 0.0000 7.853 2.505 15 6 17 5
+45 0 0.9980 0.9989 0.9976 4.513 1.766 15 6 10 5 0.9956 0.9989 0.0000 7.780 2.489 15 6 17 5
+46 0 0.9978 0.9989 0.0000 4.495 1.753 15 6 17 6 0.9956 0.9989 0.0000 7.711 2.473 15 6 17 5
+47 0 0.9978 0.9989 0.0000 4.477 1.757 15 6 8 4 0.9957 0.9989 0.0000 7.643 2.458 15 6 17 5
+48 0 0.9970 0.9989 0.0000 4.368 1.730 15 6 5 2 0.9957 0.9989 0.0000 7.576 2.444 15 6 17 5
+49 0 0.9974 0.9989 0.0000 4.411 1.737 15 6 11 4 0.9957 0.9989 0.0000 7.513 2.429 15 6 17 5
+50 0 0.9974 0.9989 0.0000 4.402 1.723 15 6 8 4 0.9958 0.9989 0.0000 7.452 2.416 15 6 17 5
+51 0 0.9978 0.9989 0.0000 4.351 1.717 15 6 11 4 0.9958 0.9989 0.0000 7.392 2.402 15 6 17 5
diff --git a/PartB/90Cross90Mut2El/run_7/regress.sys b/PartB/90Cross90Mut2El/run_7/regress.sys
new file mode 100644
index 0000000..3cc1440
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_7/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 120.
+creating initial population(s):
+ 7225 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 62023752
+ freed: 61975752
+ not freed: 48000
+ max allocated: 2534462
+ malloc'ed blocks: 925429
+ realloc'ed blocks: 8
+ free'ed blocks: 925423
+
+------- time -------
+ overall: 30s wall
+ evaluation: 27s wall
+ breeding: 2s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 24087
+ freed: 24087
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_8/regress.bst b/PartB/90Cross90Mut2El/run_8/regress.bst
new file mode 100644
index 0000000..e5f04ab
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.bst
@@ -0,0 +1,24 @@
+=== BEST-OF-RUN ===
+ generation: 34
+ nodes: 33
+ depth: 6
+ hits: 921
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 921
+ raw fitness: 921.0000
+ standardized fitness: 921.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (* (* -0.00391 convex) eccentricity)
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (- eccentricity extent)))
+ (+ (exp (+ major minor))
+ (log (- convex
+ (exp major))))))
+TREE-equ:
+y = ((((-0.00391 * convex) * eccentricity) / (exp(((-0.39389 + area) * (perimeter / area))) * convex)) * (exp(log((eccentricity - extent))) / (exp((major + minor)) + log((convex - exp(major))))))
diff --git a/PartB/90Cross90Mut2El/run_8/regress.fn b/PartB/90Cross90Mut2El/run_8/regress.fn
new file mode 100644
index 0000000..31b4e85
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.fn
@@ -0,0 +1,18 @@
+Hits: 2567, Total Size: 2810, Percent Hit: 91.352313
+CC: 994
+CO: 130
+OO: 1573
+OC: 113
+Fitness: 0.998915
+Hits: 921
+
+
+y = ((((-0.00391 * convex) * eccentricity) / (exp(((-0.39389 + area) * (perimeter / area))) * convex)) * (exp(log((eccentricity - extent))) / (exp((major + minor)) + log((convex - exp(major))))))
+
+ (* (/ (* (* -0.00391 convex) eccentricity)
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (- eccentricity extent)))
+ (+ (exp (+ major minor))
+ (log (- convex
+ (exp major))))))
diff --git a/PartB/90Cross90Mut2El/run_8/regress.gen b/PartB/90Cross90Mut2El/run_8/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_8/regress.his b/PartB/90Cross90Mut2El/run_8/regress.his
new file mode 100644
index 0000000..f617d0c
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.his
@@ -0,0 +1,1295 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 45
+ depth: 5
+ hits: 810
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 810
+ raw fitness: 810.0000
+ standardized fitness: 810.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (* (/ (+ (- -0.89725 extent)
+ (* 0.13139 area))
+ (- (+ major perimeter)
+ (exp extent)))
+ (exp (- (* 0.94571 area)
+ (+ area -0.03849))))
+ (+ (+ (+ (- eccentricity convex)
+ (/ convex minor))
+ (exp (/ convex convex)))
+ (exp (/ (- area major)
+ (* area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 45
+ depth: 5
+ hits: 810
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 810
+ raw fitness: 810.0000
+ standardized fitness: 810.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (* (/ (+ (- -0.89725 extent)
+ (* 0.13139 area))
+ (- (+ major perimeter)
+ (exp extent)))
+ (exp (- (* 0.94571 area)
+ (+ area -0.03849))))
+ (+ (+ (+ (- eccentricity convex)
+ (/ convex minor))
+ (exp (/ convex convex)))
+ (exp (/ (- area major)
+ (* area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 0
+ nodes: 45
+ depth: 5
+ hits: 810
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 810
+ raw fitness: 810.0000
+ standardized fitness: 810.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (* (/ (+ (- -0.89725 extent)
+ (* 0.13139 area))
+ (- (+ major perimeter)
+ (exp extent)))
+ (exp (- (* 0.94571 area)
+ (+ area -0.03849))))
+ (+ (+ (+ (- eccentricity convex)
+ (/ convex minor))
+ (exp (/ convex convex)))
+ (exp (/ (- area major)
+ (* area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 3
+ generation: 0
+ nodes: 45
+ depth: 5
+ hits: 810
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 810
+ raw fitness: 810.0000
+ standardized fitness: 810.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (* (/ (+ (- -0.89725 extent)
+ (* 0.13139 area))
+ (- (+ major perimeter)
+ (exp extent)))
+ (exp (- (* 0.94571 area)
+ (+ area -0.03849))))
+ (+ (+ (+ (- eccentricity convex)
+ (/ convex minor))
+ (exp (/ convex convex)))
+ (exp (/ (- area major)
+ (* area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 4
+ generation: 0
+ nodes: 45
+ depth: 5
+ hits: 810
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 810
+ raw fitness: 810.0000
+ standardized fitness: 810.0000
+ adjusted fitness: 0.9988
+TREE:
+ (* (* (/ (+ (- -0.89725 extent)
+ (* 0.13139 area))
+ (- (+ major perimeter)
+ (exp extent)))
+ (exp (- (* 0.94571 area)
+ (+ area -0.03849))))
+ (+ (+ (+ (- eccentricity convex)
+ (/ convex minor))
+ (exp (/ convex convex)))
+ (exp (/ (- area major)
+ (* area eccentricity)))))
+=== BEST-OF-RUN ===
+ current generation: 5
+ generation: 5
+ nodes: 63
+ depth: 9
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (+ (exp (/ (exp eccentricity)
+ (- minor convex)))
+ (log (exp (- area convex))))
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area)))
+ (log (* (* (+ minor -0.45717) eccentricity)
+ (exp 0.12978)))))
+ (/ (exp (log (log (+ (* convex perimeter)
+ (/ (* eccentricity
+ (* extent perimeter))
+ (exp (+ eccentricity convex)))))))
+ (+ (exp (+ major minor))
+ (log (- (/ convex perimeter)
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 6
+ generation: 5
+ nodes: 63
+ depth: 9
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (+ (exp (/ (exp eccentricity)
+ (- minor convex)))
+ (log (exp (- area convex))))
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area)))
+ (log (* (* (+ minor -0.45717) eccentricity)
+ (exp 0.12978)))))
+ (/ (exp (log (log (+ (* convex perimeter)
+ (/ (* eccentricity
+ (* extent perimeter))
+ (exp (+ eccentricity convex)))))))
+ (+ (exp (+ major minor))
+ (log (- (/ convex perimeter)
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 7
+ generation: 5
+ nodes: 63
+ depth: 9
+ hits: 893
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 893
+ raw fitness: 893.0000
+ standardized fitness: 893.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (+ (exp (/ (exp eccentricity)
+ (- minor convex)))
+ (log (exp (- area convex))))
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area)))
+ (log (* (* (+ minor -0.45717) eccentricity)
+ (exp 0.12978)))))
+ (/ (exp (log (log (+ (* convex perimeter)
+ (/ (* eccentricity
+ (* extent perimeter))
+ (exp (+ eccentricity convex)))))))
+ (+ (exp (+ major minor))
+ (log (- (/ convex perimeter)
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 8
+ generation: 8
+ nodes: 55
+ depth: 9
+ hits: 911
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 911
+ raw fitness: 911.0000
+ standardized fitness: 911.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (+ (exp (/ (exp eccentricity)
+ (- minor convex)))
+ (log (exp (- area convex))))
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (log (+ (* convex perimeter)
+ (/ (* eccentricity
+ (* extent perimeter))
+ (exp (+ eccentricity convex)))))))
+ (+ (exp (+ major minor))
+ (log (- (/ convex perimeter)
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 9
+ generation: 8
+ nodes: 55
+ depth: 9
+ hits: 911
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 911
+ raw fitness: 911.0000
+ standardized fitness: 911.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (+ (exp (/ (exp eccentricity)
+ (- minor convex)))
+ (log (exp (- area convex))))
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (log (+ (* convex perimeter)
+ (/ (* eccentricity
+ (* extent perimeter))
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+ (+ (exp (+ major minor))
+ (log (- (/ convex perimeter)
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 10
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+ depth: 6
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (exp major))))))
+=== BEST-OF-RUN ===
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+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
+-- #1 --
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+=== BEST-OF-RUN ===
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+
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+ standardized fitness: 921.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (* (* -0.00391 convex) eccentricity)
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (- eccentricity extent)))
+ (+ (exp (+ major minor))
+ (log (- convex
+ (exp major))))))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 34
+ nodes: 33
+ depth: 6
+ hits: 921
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 921
+ raw fitness: 921.0000
+ standardized fitness: 921.0000
+ adjusted fitness: 0.9989
+TREE:
+ (* (/ (* (* -0.00391 convex) eccentricity)
+ (* (exp (* (+ -0.39389 area)
+ (/ perimeter area))) convex))
+ (/ (exp (log (- eccentricity extent)))
+ (+ (exp (+ major minor))
+ (log (- convex
+ (exp major))))))
diff --git a/PartB/90Cross90Mut2El/run_8/regress.prg b/PartB/90Cross90Mut2El/run_8/regress.prg
new file mode 100644
index 0000000..fa7a6ce
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
+ area = 11599.00000, perimeter = 431.05600, major_axis_length = 171.99739, minor_axis_length = 86.98845, eccentricity = 0.86268, convex_area = 11913.00000, extent = 0.77966, type = O
+ area = 14295.00000, perimeter = 484.22699, major_axis_length = 202.77057, minor_axis_length = 91.39712, eccentricity = 0.89265, convex_area = 14528.00000, extent = 0.55182, type = C
+ area = 17180.00000, perimeter = 547.21503, major_axis_length = 238.43509, minor_axis_length = 93.01495, eccentricity = 0.92077, convex_area = 17517.00000, extent = 0.57221, type = C
+ area = 14768.00000, perimeter = 499.87701, major_axis_length = 210.55881, minor_axis_length = 90.47418, eccentricity = 0.90298, convex_area = 15158.00000, extent = 0.58312, type = C
+ area = 9843.00000, perimeter = 383.11600, major_axis_length = 154.95032, minor_axis_length = 81.35683, eccentricity = 0.85107, convex_area = 10024.00000, extent = 0.70227, type = O
+ area = 14269.00000, perimeter = 501.04001, major_axis_length = 214.66936, minor_axis_length = 85.64316, eccentricity = 0.91697, convex_area = 14733.00000, extent = 0.70001, type = C
+ area = 12184.00000, perimeter = 434.40799, major_axis_length = 181.74608, minor_axis_length = 85.97195, eccentricity = 0.88104, convex_area = 12336.00000, extent = 0.72871, type = O
+ area = 15456.00000, perimeter = 508.82101, major_axis_length = 214.30441, minor_axis_length = 93.45650, eccentricity = 0.89990, convex_area = 15884.00000, extent = 0.78025, type = C
+ area = 11249.00000, perimeter = 419.00299, major_axis_length = 166.28651, minor_axis_length = 87.62983, eccentricity = 0.84988, convex_area = 11593.00000, extent = 0.63005, type = O
+ area = 14623.00000, perimeter = 499.31299, major_axis_length = 208.22838, minor_axis_length = 91.47314, eccentricity = 0.89834, convex_area = 15085.00000, extent = 0.58357, type = C
+ area = 13372.00000, perimeter = 472.17001, major_axis_length = 197.78036, minor_axis_length = 87.60531, eccentricity = 0.89655, convex_area = 13750.00000, extent = 0.60735, type = C
+ area = 17246.00000, perimeter = 540.54199, major_axis_length = 225.98886, minor_axis_length = 98.57315, eccentricity = 0.89986, convex_area = 17704.00000, extent = 0.57393, type = C
+ area = 14566.00000, perimeter = 498.02600, major_axis_length = 208.22543, minor_axis_length = 90.54054, eccentricity = 0.90052, convex_area = 14927.00000, extent = 0.56083, type = C
+ area = 16000.00000, perimeter = 515.38098, major_axis_length = 215.71432, minor_axis_length = 94.95480, eccentricity = 0.89791, convex_area = 16289.00000, extent = 0.67366, type = C
+ area = 14439.00000, perimeter = 490.47000, major_axis_length = 204.82806, minor_axis_length = 91.04846, eccentricity = 0.89577, convex_area = 14815.00000, extent = 0.79139, type = C
+ area = 15307.00000, perimeter = 489.47101, major_axis_length = 197.20265, minor_axis_length = 100.13299, eccentricity = 0.86149, convex_area = 15628.00000, extent = 0.67910, type = C
+ area = 12583.00000, perimeter = 451.81900, major_axis_length = 180.21733, minor_axis_length = 90.56422, eccentricity = 0.86456, convex_area = 12901.00000, extent = 0.60785, type = O
+ area = 16500.00000, perimeter = 523.34601, major_axis_length = 219.72414, minor_axis_length = 97.14173, eccentricity = 0.89696, convex_area = 16880.00000, extent = 0.63064, type = C
+ area = 13574.00000, perimeter = 481.15701, major_axis_length = 206.46765, minor_axis_length = 84.42449, eccentricity = 0.91258, convex_area = 13870.00000, extent = 0.80961, type = C
+ area = 11396.00000, perimeter = 446.28299, major_axis_length = 192.23241, minor_axis_length = 76.52646, eccentricity = 0.91734, convex_area = 11692.00000, extent = 0.64515, type = C
+ area = 10878.00000, perimeter = 410.72198, major_axis_length = 168.79781, minor_axis_length = 82.68657, eccentricity = 0.87180, convex_area = 11079.00000, extent = 0.68944, type = O
+ area = 14686.00000, perimeter = 503.69000, major_axis_length = 212.25868, minor_axis_length = 89.78369, eccentricity = 0.90613, convex_area = 15003.00000, extent = 0.55215, type = C
+ area = 13394.00000, perimeter = 480.57199, major_axis_length = 205.40117, minor_axis_length = 83.80128, eccentricity = 0.91299, convex_area = 13699.00000, extent = 0.65019, type = C
+ area = 11063.00000, perimeter = 428.23901, major_axis_length = 177.53922, minor_axis_length = 80.86371, eccentricity = 0.89025, convex_area = 11362.00000, extent = 0.60613, type = O
+ area = 14412.00000, perimeter = 490.32401, major_axis_length = 207.47614, minor_axis_length = 89.68951, eccentricity = 0.90174, convex_area = 14703.00000, extent = 0.59885, type = C
+ area = 15056.00000, perimeter = 499.17099, major_axis_length = 202.89360, minor_axis_length = 96.13976, eccentricity = 0.88061, convex_area = 15517.00000, extent = 0.70355, type = C
+ area = 12581.00000, perimeter = 439.15500, major_axis_length = 171.12390, minor_axis_length = 95.38031, eccentricity = 0.83026, convex_area = 12858.00000, extent = 0.69574, type = O
+ area = 12120.00000, perimeter = 441.00000, major_axis_length = 180.37653, minor_axis_length = 86.71608, eccentricity = 0.87686, convex_area = 12479.00000, extent = 0.64226, type = O
+ area = 10427.00000, perimeter = 405.57800, major_axis_length = 170.56107, minor_axis_length = 78.14708, eccentricity = 0.88886, convex_area = 10588.00000, extent = 0.67607, type = O
+ area = 14421.00000, perimeter = 489.81799, major_axis_length = 204.95683, minor_axis_length = 90.34169, eccentricity = 0.89761, convex_area = 14716.00000, extent = 0.62526, type = C
+ area = 11923.00000, perimeter = 439.71301, major_axis_length = 183.15695, minor_axis_length = 83.90175, eccentricity = 0.88891, convex_area = 12116.00000, extent = 0.58593, type = O
+ area = 10925.00000, perimeter = 415.17499, major_axis_length = 170.68759, minor_axis_length = 82.24397, eccentricity = 0.87626, convex_area = 11155.00000, extent = 0.60634, type = O
+ area = 11184.00000, perimeter = 416.92499, major_axis_length = 171.37740, minor_axis_length = 83.96449, eccentricity = 0.87176, convex_area = 11349.00000, extent = 0.64940, type = O
+ area = 11149.00000, perimeter = 416.89099, major_axis_length = 167.29213, minor_axis_length = 86.69962, eccentricity = 0.85523, convex_area = 11323.00000, extent = 0.69090, type = O
+ area = 11104.00000, perimeter = 420.97000, major_axis_length = 164.93903, minor_axis_length = 87.29203, eccentricity = 0.84847, convex_area = 11429.00000, extent = 0.63271, type = O
+ area = 10608.00000, perimeter = 404.69299, major_axis_length = 161.58940, minor_axis_length = 85.35479, eccentricity = 0.84911, convex_area = 10895.00000, extent = 0.70848, type = O
+ area = 13809.00000, perimeter = 489.02200, major_axis_length = 213.82555, minor_axis_length = 82.49403, eccentricity = 0.92258, convex_area = 14070.00000, extent = 0.80575, type = C
+ area = 11746.00000, perimeter = 431.82700, major_axis_length = 174.58006, minor_axis_length = 87.34896, eccentricity = 0.86583, convex_area = 12096.00000, extent = 0.71885, type = O
+ area = 15460.00000, perimeter = 507.07700, major_axis_length = 213.57233, minor_axis_length = 93.55610, eccentricity = 0.89895, convex_area = 15819.00000, extent = 0.58221, type = C
+ area = 12580.00000, perimeter = 479.21701, major_axis_length = 208.42375, minor_axis_length = 77.74034, eccentricity = 0.92783, convex_area = 12879.00000, extent = 0.57307, type = C
+ area = 15676.00000, perimeter = 509.22400, major_axis_length = 212.90775, minor_axis_length = 94.76167, eccentricity = 0.89549, convex_area = 16009.00000, extent = 0.57463, type = C
+ area = 11357.00000, perimeter = 427.04099, major_axis_length = 178.59515, minor_axis_length = 81.39304, eccentricity = 0.89011, convex_area = 11546.00000, extent = 0.59673, type = O
+ area = 13062.00000, perimeter = 467.46399, major_axis_length = 197.80243, minor_axis_length = 85.39855, eccentricity = 0.90200, convex_area = 13272.00000, extent = 0.62408, type = C
+ area = 14405.00000, perimeter = 488.23700, major_axis_length = 204.43013, minor_axis_length = 90.62646, eccentricity = 0.89637, convex_area = 14742.00000, extent = 0.76379, type = C
+ area = 14013.00000, perimeter = 478.27701, major_axis_length = 194.78256, minor_axis_length = 92.95033, eccentricity = 0.87879, convex_area = 14374.00000, extent = 0.60401, type = C
+ area = 14064.00000, perimeter = 488.94800, major_axis_length = 206.93329, minor_axis_length = 87.47862, eccentricity = 0.90625, convex_area = 14315.00000, extent = 0.75858, type = C
+ area = 12871.00000, perimeter = 448.58200, major_axis_length = 183.87454, minor_axis_length = 90.27630, eccentricity = 0.87118, convex_area = 13102.00000, extent = 0.73372, type = O
+ area = 15249.00000, perimeter = 506.04999, major_axis_length = 212.09094, minor_axis_length = 92.49422, eccentricity = 0.89990, convex_area = 15582.00000, extent = 0.78304, type = C
+ area = 11027.00000, perimeter = 422.38901, major_axis_length = 172.86743, minor_axis_length = 82.66507, eccentricity = 0.87825, convex_area = 11350.00000, extent = 0.78183, type = O
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+ area = 14235.00000, perimeter = 505.84500, major_axis_length = 214.15660, minor_axis_length = 87.47984, eccentricity = 0.91276, convex_area = 14687.00000, extent = 0.68257, type = C
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+ area = 14115.00000, perimeter = 483.78000, major_axis_length = 206.84187, minor_axis_length = 88.06865, eccentricity = 0.90483, convex_area = 14312.00000, extent = 0.74766, type = C
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+ area = 13414.00000, perimeter = 479.90100, major_axis_length = 203.08597, minor_axis_length = 85.73688, eccentricity = 0.90652, convex_area = 13735.00000, extent = 0.71404, type = C
+ area = 11544.00000, perimeter = 421.84601, major_axis_length = 170.34583, minor_axis_length = 87.41750, eccentricity = 0.85828, convex_area = 11800.00000, extent = 0.65651, type = O
+ area = 13973.00000, perimeter = 474.00800, major_axis_length = 192.34929, minor_axis_length = 93.77914, eccentricity = 0.87310, convex_area = 14354.00000, extent = 0.61420, type = C
+ area = 11715.00000, perimeter = 439.70300, major_axis_length = 183.22273, minor_axis_length = 82.48322, eccentricity = 0.89294, convex_area = 11948.00000, extent = 0.60449, type = O
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+ area = 11732.00000, perimeter = 433.86401, major_axis_length = 173.95808, minor_axis_length = 86.97466, eccentricity = 0.86604, convex_area = 12054.00000, extent = 0.62960, type = O
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+ area = 13840.00000, perimeter = 476.90100, major_axis_length = 201.62569, minor_axis_length = 88.24250, eccentricity = 0.89914, convex_area = 14205.00000, extent = 0.63058, type = C
+ area = 15232.00000, perimeter = 508.81699, major_axis_length = 216.76291, minor_axis_length = 90.63309, eccentricity = 0.90839, convex_area = 15603.00000, extent = 0.59082, type = C
+ area = 10025.00000, perimeter = 400.51099, major_axis_length = 167.56352, minor_axis_length = 77.07865, eccentricity = 0.88792, convex_area = 10181.00000, extent = 0.59503, type = O
+ area = 15204.00000, perimeter = 510.48700, major_axis_length = 216.31686, minor_axis_length = 90.85395, eccentricity = 0.90752, convex_area = 15535.00000, extent = 0.56211, type = C
+ area = 10470.00000, perimeter = 419.01801, major_axis_length = 177.06436, minor_axis_length = 75.63279, eccentricity = 0.90418, convex_area = 10682.00000, extent = 0.59863, type = O
+ area = 10810.00000, perimeter = 418.20499, major_axis_length = 173.54800, minor_axis_length = 80.10409, eccentricity = 0.88711, convex_area = 11047.00000, extent = 0.73522, type = O
+ area = 13970.00000, perimeter = 481.88400, major_axis_length = 201.47258, minor_axis_length = 89.49722, eccentricity = 0.89592, convex_area = 14310.00000, extent = 0.56789, type = C
+ area = 9584.00000, perimeter = 390.00400, major_axis_length = 162.29663, minor_axis_length = 75.98748, eccentricity = 0.88362, convex_area = 9757.00000, extent = 0.80946, type = O
+ area = 12258.00000, perimeter = 447.84601, major_axis_length = 186.68015, minor_axis_length = 84.94548, eccentricity = 0.89047, convex_area = 12616.00000, extent = 0.70546, type = O
+ area = 13651.00000, perimeter = 502.07999, major_axis_length = 222.07356, minor_axis_length = 79.33727, eccentricity = 0.93401, convex_area = 14034.00000, extent = 0.79265, type = C
+ area = 13644.00000, perimeter = 473.17801, major_axis_length = 200.29051, minor_axis_length = 87.84367, eccentricity = 0.89869, convex_area = 13859.00000, extent = 0.67679, type = C
+ area = 13446.00000, perimeter = 475.12799, major_axis_length = 198.69955, minor_axis_length = 87.37930, eccentricity = 0.89812, convex_area = 13765.00000, extent = 0.57572, type = C
+ area = 10792.00000, perimeter = 416.62900, major_axis_length = 171.38181, minor_axis_length = 81.65258, eccentricity = 0.87921, convex_area = 11037.00000, extent = 0.59368, type = O
+ area = 12663.00000, perimeter = 468.22400, major_axis_length = 199.69749, minor_axis_length = 81.61620, eccentricity = 0.91267, convex_area = 12979.00000, extent = 0.62339, type = C
+ area = 10705.00000, perimeter = 414.33499, major_axis_length = 169.64690, minor_axis_length = 81.65568, eccentricity = 0.87654, convex_area = 10882.00000, extent = 0.77348, type = O
+ area = 12032.00000, perimeter = 437.30301, major_axis_length = 176.75156, minor_axis_length = 87.45618, eccentricity = 0.86901, convex_area = 12264.00000, extent = 0.64143, type = O
+ area = 12695.00000, perimeter = 464.96799, major_axis_length = 197.81966, minor_axis_length = 82.43714, eccentricity = 0.90903, convex_area = 12981.00000, extent = 0.60194, type = O
+ area = 13138.00000, perimeter = 470.41501, major_axis_length = 203.86282, minor_axis_length = 82.98421, eccentricity = 0.91340, convex_area = 13361.00000, extent = 0.81099, type = C
+ area = 13893.00000, perimeter = 474.13400, major_axis_length = 200.73592, minor_axis_length = 89.16997, eccentricity = 0.89592, convex_area = 14123.00000, extent = 0.56934, type = C
+ area = 12044.00000, perimeter = 449.16699, major_axis_length = 188.36325, minor_axis_length = 82.49445, eccentricity = 0.89900, convex_area = 12342.00000, extent = 0.56838, type = C
+ area = 10536.00000, perimeter = 412.50699, major_axis_length = 162.72029, minor_axis_length = 84.62435, eccentricity = 0.85413, convex_area = 10974.00000, extent = 0.68594, type = O
+ area = 12172.00000, perimeter = 434.02701, major_axis_length = 180.72369, minor_axis_length = 86.31447, eccentricity = 0.87857, convex_area = 12311.00000, extent = 0.79514, type = O
+ area = 14787.00000, perimeter = 492.31299, major_axis_length = 209.67886, minor_axis_length = 90.46774, eccentricity = 0.90213, convex_area = 15066.00000, extent = 0.79568, type = C
+ area = 13350.00000, perimeter = 466.61899, major_axis_length = 196.50897, minor_axis_length = 87.16155, eccentricity = 0.89625, convex_area = 13562.00000, extent = 0.79921, type = C
+ area = 14840.00000, perimeter = 512.00800, major_axis_length = 220.51431, minor_axis_length = 86.41502, eccentricity = 0.92002, convex_area = 15160.00000, extent = 0.56417, type = C
+ area = 10380.00000, perimeter = 399.17700, major_axis_length = 164.59058, minor_axis_length = 80.95958, eccentricity = 0.87066, convex_area = 10630.00000, extent = 0.70641, type = O
+ area = 12723.00000, perimeter = 465.94199, major_axis_length = 197.75232, minor_axis_length = 83.90300, eccentricity = 0.90553, convex_area = 12974.00000, extent = 0.68315, type = C
+ area = 12461.00000, perimeter = 454.09601, major_axis_length = 191.91452, minor_axis_length = 83.66120, eccentricity = 0.89998, convex_area = 12683.00000, extent = 0.56151, type = C
+ area = 12299.00000, perimeter = 437.13199, major_axis_length = 175.00462, minor_axis_length = 91.06096, eccentricity = 0.85396, convex_area = 12551.00000, extent = 0.62343, type = O
+ area = 12974.00000, perimeter = 469.27301, major_axis_length = 197.63316, minor_axis_length = 84.73212, eccentricity = 0.90343, convex_area = 13219.00000, extent = 0.68646, type = C
+ area = 14436.00000, perimeter = 485.82599, major_axis_length = 204.46996, minor_axis_length = 90.74992, eccentricity = 0.89611, convex_area = 14864.00000, extent = 0.61448, type = C
+ area = 15651.00000, perimeter = 512.29199, major_axis_length = 212.77301, minor_axis_length = 95.72538, eccentricity = 0.89308, convex_area = 16022.00000, extent = 0.57204, type = C
+ area = 14483.00000, perimeter = 512.72101, major_axis_length = 215.76816, minor_axis_length = 86.27912, eccentricity = 0.91657, convex_area = 14912.00000, extent = 0.53229, type = C
+ area = 10390.00000, perimeter = 420.79401, major_axis_length = 174.04564, minor_axis_length = 77.64330, eccentricity = 0.89498, convex_area = 10689.00000, extent = 0.72882, type = O
+ area = 14536.00000, perimeter = 501.92099, major_axis_length = 216.37054, minor_axis_length = 86.67999, eccentricity = 0.91625, convex_area = 14988.00000, extent = 0.54405, type = C
+ area = 10880.00000, perimeter = 394.64499, major_axis_length = 153.79482, minor_axis_length = 90.98818, eccentricity = 0.80622, convex_area = 11057.00000, extent = 0.74777, type = O
+ area = 12886.00000, perimeter = 455.51801, major_axis_length = 189.85989, minor_axis_length = 87.49918, eccentricity = 0.88747, convex_area = 13080.00000, extent = 0.59230, type = C
+ area = 14418.00000, perimeter = 480.32300, major_axis_length = 199.11844, minor_axis_length = 93.31120, eccentricity = 0.88340, convex_area = 14780.00000, extent = 0.75852, type = C
diff --git a/PartB/90Cross90Mut2El/run_8/regress.stt b/PartB/90Cross90Mut2El/run_8/regress.stt
new file mode 100644
index 0000000..d9068f3
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
+0 0 0.9615 0.9988 0.0000 18.418 3.500 45 5 82 6 0.9615 0.9988 0.0000 18.418 3.500 45 5 82 6
+1 0 0.9882 0.9988 0.0000 16.652 3.602 45 5 50 7 0.9749 0.9988 0.0000 17.535 3.551 45 5 82 6
+2 0 0.9914 0.9988 0.0000 16.094 3.660 45 5 66 9 0.9804 0.9988 0.0000 17.054 3.587 45 5 82 6
+3 0 0.9910 0.9988 0.0000 15.610 3.710 45 5 35 5 0.9830 0.9988 0.0000 16.693 3.618 45 5 82 6
+4 0 0.9922 0.9988 0.0000 14.804 3.696 45 5 33 8 0.9849 0.9988 0.0000 16.315 3.633 45 5 82 6
+5 0 0.9938 0.9989 0.0000 14.258 3.671 63 9 62 9 0.9864 0.9989 0.0000 15.973 3.640 63 9 82 6
+6 0 0.9926 0.9989 0.0000 13.787 3.636 63 9 34 7 0.9873 0.9989 0.0000 15.660 3.639 63 9 82 6
+7 0 0.9940 0.9989 0.0000 13.089 3.520 63 9 34 10 0.9881 0.9989 0.0000 15.339 3.624 63 9 82 6
+8 0 0.9948 0.9989 0.0000 12.400 3.425 55 9 86 8 0.9889 0.9989 0.0000 15.012 3.602 55 9 82 6
+9 0 0.9952 0.9989 0.0000 11.856 3.365 55 9 83 13 0.9895 0.9989 0.0000 14.697 3.578 55 9 82 6
+10 0 0.9962 0.9989 0.0000 11.563 3.333 43 6 28 7 0.9901 0.9989 0.0000 14.412 3.556 43 6 82 6
+11 0 0.9948 0.9989 0.0000 11.484 3.399 43 6 45 9 0.9905 0.9989 0.0000 14.168 3.543 43 6 82 6
+12 0 0.9958 0.9989 0.0000 10.969 3.338 43 6 11 6 0.9909 0.9989 0.0000 13.922 3.527 43 6 82 6
+13 0 0.9948 0.9989 0.0000 10.406 3.259 43 6 16 7 0.9912 0.9989 0.0000 13.671 3.508 43 6 82 6
+14 0 0.9960 0.9989 0.0000 9.949 3.193 43 6 21 7 0.9915 0.9989 0.0000 13.423 3.487 43 6 82 6
+15 0 0.9954 0.9989 0.0000 9.347 3.043 43 6 55 8 0.9918 0.9989 0.0000 13.168 3.459 43 6 82 6
+16 0 0.9958 0.9989 0.0000 9.196 2.999 43 6 8 4 0.9920 0.9989 0.0000 12.934 3.432 43 6 82 6
+17 0 0.9958 0.9989 0.0000 8.704 2.882 43 6 26 6 0.9922 0.9989 0.0000 12.699 3.402 43 6 82 6
+18 0 0.9962 0.9989 0.0000 8.215 2.772 43 6 17 6 0.9924 0.9989 0.0000 12.463 3.369 43 6 82 6
+19 0 0.9966 0.9989 0.0000 7.870 2.677 43 6 9 4 0.9926 0.9989 0.0000 12.234 3.334 43 6 82 6
+20 0 0.9970 0.9989 0.0000 7.618 2.634 43 6 54 13 0.9928 0.9989 0.0000 12.014 3.301 43 6 82 6
+21 0 0.9966 0.9989 0.0000 7.646 2.666 43 6 39 8 0.9930 0.9989 0.0000 11.815 3.272 43 6 82 6
+22 0 0.9972 0.9989 0.0000 7.335 2.610 43 6 23 5 0.9932 0.9989 0.0000 11.620 3.243 43 6 82 6
+23 0 0.9970 0.9989 0.0000 7.158 2.549 43 6 36 9 0.9934 0.9989 0.0000 11.434 3.214 43 6 82 6
+24 0 0.9972 0.9989 0.0000 7.124 2.536 43 6 36 8 0.9935 0.9989 0.0000 11.262 3.187 43 6 82 6
+25 0 0.9970 0.9989 0.0000 6.815 2.443 43 6 7 3 0.9936 0.9989 0.0000 11.091 3.158 43 6 82 6
+26 0 0.9966 0.9989 0.0000 6.680 2.396 43 6 24 10 0.9938 0.9989 0.0000 10.928 3.130 43 6 82 6
+27 0 0.9968 0.9989 0.0000 6.519 2.337 43 6 7 3 0.9939 0.9989 0.0000 10.770 3.102 43 6 82 6
+28 0 0.9968 0.9989 0.0000 6.273 2.266 43 6 21 8 0.9940 0.9989 0.0000 10.615 3.073 43 6 82 6
+29 0 0.9972 0.9989 0.0000 6.006 2.215 43 6 19 8 0.9941 0.9989 0.0000 10.461 3.044 43 6 82 6
+30 0 0.9970 0.9989 0.0000 5.643 2.124 43 6 22 6 0.9942 0.9989 0.0000 10.306 3.015 43 6 82 6
+31 0 0.9970 0.9989 0.0000 5.471 2.055 43 6 41 6 0.9943 0.9989 0.0000 10.155 2.985 43 6 82 6
+32 0 0.9974 0.9989 0.0000 5.400 2.027 43 6 32 9 0.9944 0.9989 0.0000 10.011 2.956 43 6 82 6
+33 0 0.9970 0.9989 0.0000 5.359 2.023 43 6 19 5 0.9944 0.9989 0.0000 9.874 2.928 43 6 82 6
+34 0 0.9974 0.9989 0.0000 5.372 2.048 33 6 31 7 0.9945 0.9989 0.0000 9.745 2.903 33 6 82 6
+35 0 0.9970 0.9989 0.0000 5.238 1.981 33 6 15 5 0.9946 0.9989 0.0000 9.620 2.878 33 6 82 6
+36 0 0.9976 0.9989 0.0000 4.990 1.888 33 6 8 3 0.9947 0.9989 0.0000 9.495 2.851 33 6 82 6
+37 0 0.9978 0.9989 0.0000 5.004 1.897 33 6 14 6 0.9948 0.9989 0.0000 9.377 2.826 33 6 82 6
+38 0 0.9974 0.9989 0.0000 4.888 1.878 33 6 8 3 0.9948 0.9989 0.0000 9.262 2.801 33 6 82 6
+39 0 0.9974 0.9989 0.0000 4.951 1.908 33 6 7 3 0.9949 0.9989 0.0000 9.154 2.779 33 6 82 6
+40 0 0.9976 0.9989 0.0000 5.058 1.954 33 6 11 4 0.9950 0.9989 0.0000 9.054 2.759 33 6 82 6
+41 0 0.9974 0.9989 0.0000 4.995 1.943 33 6 9 3 0.9950 0.9989 0.0000 8.957 2.739 33 6 82 6
+42 0 0.9976 0.9989 0.0000 5.007 1.947 33 6 11 4 0.9951 0.9989 0.0000 8.866 2.721 33 6 82 6
+43 0 0.9972 0.9989 0.0000 4.937 1.920 33 6 11 4 0.9951 0.9989 0.0000 8.776 2.703 33 6 82 6
+44 0 0.9978 0.9989 0.0000 4.792 1.859 33 6 24 6 0.9952 0.9989 0.0000 8.688 2.684 33 6 82 6
+45 0 0.9978 0.9989 0.0000 4.831 1.879 33 6 17 6 0.9952 0.9989 0.0000 8.604 2.667 33 6 82 6
+46 0 0.9978 0.9989 0.0000 4.787 1.850 33 6 8 4 0.9953 0.9989 0.0000 8.523 2.649 33 6 82 6
+47 0 0.9976 0.9989 0.0000 4.720 1.829 33 6 18 7 0.9953 0.9989 0.0000 8.443 2.632 33 6 82 6
+48 0 0.9980 0.9989 0.9975 4.607 1.773 33 6 9 4 0.9954 0.9989 0.0000 8.365 2.615 33 6 82 6
+49 0 0.9980 0.9989 0.9962 4.659 1.790 33 6 8 4 0.9954 0.9989 0.0000 8.291 2.598 33 6 82 6
+50 0 0.9974 0.9989 0.0000 4.665 1.790 33 6 8 3 0.9955 0.9989 0.0000 8.220 2.582 33 6 82 6
+51 0 0.9978 0.9989 0.0000 4.539 1.752 33 6 9 3 0.9955 0.9989 0.0000 8.149 2.566 33 6 82 6
diff --git a/PartB/90Cross90Mut2El/run_8/regress.sys b/PartB/90Cross90Mut2El/run_8/regress.sys
new file mode 100644
index 0000000..cfdc80e
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_8/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 435.
+creating initial population(s):
+ 7394 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 6.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 9.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (0s wall)
+ breeding complete. (1s wall)
+=== generation 15.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 65508324
+ freed: 65460324
+ not freed: 48000
+ max allocated: 2548262
+ malloc'ed blocks: 926987
+ realloc'ed blocks: 8
+ free'ed blocks: 926981
+
+------- time -------
+ overall: 31s wall
+ evaluation: 28s wall
+ breeding: 3s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23898
+ freed: 23898
+ allocated: 6000
+ blocks: 11
diff --git a/PartB/90Cross90Mut2El/run_9/regress.bst b/PartB/90Cross90Mut2El/run_9/regress.bst
new file mode 100644
index 0000000..4eff26a
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.bst
@@ -0,0 +1,24 @@
+=== BEST-OF-RUN ===
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+TREE-equ:
+y = (area / (((perimeter / exp((log(eccentricity) * minor))) / ((0.25061 / exp(((major - 0.42418) / (-0.24796 / -0.89867)))) / log(log(eccentricity)))) + convex))
diff --git a/PartB/90Cross90Mut2El/run_9/regress.fn b/PartB/90Cross90Mut2El/run_9/regress.fn
new file mode 100644
index 0000000..66ddc9f
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.fn
@@ -0,0 +1,18 @@
+Hits: 2609, Total Size: 2810, Percent Hit: 92.846975
+CC: 1039
+CO: 89
+OO: 1570
+OC: 112
+Fitness: 0.998922
+Hits: 927
+
+
+y = (area / (((perimeter / exp((log(eccentricity) * minor))) / ((0.25061 / exp(((major - 0.42418) / (-0.24796 / -0.89867)))) / log(log(eccentricity)))) + convex))
+
+ (/ area
+ (+ (/ (/ perimeter
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
diff --git a/PartB/90Cross90Mut2El/run_9/regress.gen b/PartB/90Cross90Mut2El/run_9/regress.gen
new file mode 100644
index 0000000..e69de29
diff --git a/PartB/90Cross90Mut2El/run_9/regress.his b/PartB/90Cross90Mut2El/run_9/regress.his
new file mode 100644
index 0000000..85be3f6
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.his
@@ -0,0 +1,1383 @@
+=== BEST-OF-RUN ===
+ current generation: 0
+ generation: 0
+ nodes: 30
+ depth: 5
+ hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 787
+ raw fitness: 787.0000
+ standardized fitness: 787.0000
+ adjusted fitness: 0.9987
+TREE:
+ (* (+ (log (log (- -0.72685 area)))
+ (* (log (- convex minor))
+ (* (/ perimeter perimeter)
+ (exp area))))
+ (log (+ (exp (/ area area))
+ (/ (/ major minor)
+ (log -0.55166)))))
+=== BEST-OF-RUN ===
+ current generation: 1
+ generation: 0
+ nodes: 30
+ depth: 5
+ hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 787
+ raw fitness: 787.0000
+ standardized fitness: 787.0000
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+TREE:
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+ (* (log (- convex minor))
+ (* (/ perimeter perimeter)
+ (exp area))))
+ (log (+ (exp (/ area area))
+ (/ (/ major minor)
+ (log -0.55166)))))
+=== BEST-OF-RUN ===
+ current generation: 2
+ generation: 2
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+ depth: 6
+ hits: 901
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (log (log (exp (/ major minor))))))
+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
+
+-- #1 --
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+ (log (log (exp (/ major minor))))))
+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+ (log (log (exp (/ major minor))))))
+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
+
+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
+
+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+TOP INDIVIDUAL:
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+
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+-- #1 --
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+=== BEST-OF-RUN ===
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+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 33
+ generation: 31
+ nodes: 28
+ depth: 8
+ hits: 926
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 926
+ raw fitness: 926.0000
+ standardized fitness: 926.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ (+ convex major)
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 34
+ generation: 31
+ nodes: 28
+ depth: 8
+ hits: 926
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 926
+ raw fitness: 926.0000
+ standardized fitness: 926.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ (+ convex major)
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 35
+ generation: 31
+ nodes: 28
+ depth: 8
+ hits: 926
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 926
+ raw fitness: 926.0000
+ standardized fitness: 926.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ (+ convex major)
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 36
+ generation: 31
+ nodes: 28
+ depth: 8
+ hits: 926
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 926
+ raw fitness: 926.0000
+ standardized fitness: 926.0000
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+TREE:
+ (/ area
+ (+ (/ (/ (+ convex major)
+ (exp (* (log eccentricity) minor)))
+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 37
+ generation: 31
+ nodes: 28
+ depth: 8
+ hits: 926
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 926
+ raw fitness: 926.0000
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+TREE:
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 38
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
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+TREE:
+ (/ area
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 39
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 40
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 41
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+TREE:
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 42
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+TREE:
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 43
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+TREE:
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 44
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
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+TREE:
+ (/ area
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 45
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
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+TREE:
+ (/ area
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+ (/ (/ 0.25061
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 46
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
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+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 47
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
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+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 48
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
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+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 49
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
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+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
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+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 50
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
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+ (/ (/ 0.25061
+ (exp (/ (- major 0.42418)
+ (/ -0.24796 -0.89867))))
+ (log (log eccentricity)))) convex))
+=== BEST-OF-RUN ===
+ current generation: 51
+ generation: 38
+ nodes: 26
+ depth: 8
+ hits: 927
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+ hits: 927
+ raw fitness: 927.0000
+ standardized fitness: 927.0000
+ adjusted fitness: 0.9989
+TREE:
+ (/ area
+ (+ (/ (/ perimeter
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+ (/ (/ 0.25061
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diff --git a/PartB/90Cross90Mut2El/run_9/regress.prg b/PartB/90Cross90Mut2El/run_9/regress.prg
new file mode 100644
index 0000000..1802b92
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.prg
@@ -0,0 +1,1002 @@
+not starting from checkpoint file.
+1000 fitness cases:
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+ area = 14390.00000, perimeter = 497.91901, major_axis_length = 216.37560, minor_axis_length = 85.19570, eccentricity = 0.91922, convex_area = 14586.00000, extent = 0.53790, type = C
+ area = 11285.00000, perimeter = 425.75500, major_axis_length = 175.42439, minor_axis_length = 82.95139, eccentricity = 0.88114, convex_area = 11525.00000, extent = 0.75028, type = O
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diff --git a/PartB/90Cross90Mut2El/run_9/regress.stt b/PartB/90Cross90Mut2El/run_9/regress.stt
new file mode 100644
index 0000000..908ab44
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.stt
@@ -0,0 +1,53 @@
+GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
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+38 0 0.9974 0.9989 0.0000 5.005 1.922 26 8 20 7 0.9951 0.9989 0.0000 9.214 2.790 26 8 20 4
+39 0 0.9972 0.9989 0.0000 4.955 1.933 26 8 8 3 0.9951 0.9989 0.0000 9.107 2.769 26 8 20 4
+40 0 0.9968 0.9989 0.0000 4.940 1.907 26 8 24 6 0.9952 0.9989 0.0000 9.006 2.748 26 8 20 4
+41 0 0.9974 0.9989 0.0000 4.898 1.902 26 8 7 3 0.9952 0.9989 0.0000 8.908 2.727 26 8 20 4
+42 0 0.9974 0.9989 0.0000 4.846 1.882 26 8 10 4 0.9953 0.9989 0.0000 8.813 2.708 26 8 20 4
+43 0 0.9972 0.9989 0.0000 4.905 1.909 26 8 15 6 0.9953 0.9989 0.0000 8.725 2.690 26 8 20 4
+44 0 0.9974 0.9989 0.0000 4.983 1.936 26 8 28 8 0.9954 0.9989 0.0000 8.641 2.673 26 8 20 4
+45 0 0.9978 0.9989 0.0000 4.849 1.880 26 8 16 6 0.9954 0.9989 0.0000 8.559 2.656 26 8 20 4
+46 0 0.9970 0.9989 0.0000 4.687 1.824 26 8 9 4 0.9954 0.9989 0.0000 8.477 2.638 26 8 20 4
+47 0 0.9974 0.9989 0.0000 4.685 1.811 26 8 11 6 0.9955 0.9989 0.0000 8.398 2.621 26 8 20 4
+48 0 0.9968 0.9989 0.0000 4.668 1.806 26 8 19 5 0.9955 0.9989 0.0000 8.322 2.604 26 8 20 4
+49 0 0.9972 0.9989 0.0000 4.721 1.825 26 8 21 6 0.9955 0.9989 0.0000 8.250 2.588 26 8 20 4
+50 0 0.9972 0.9989 0.0000 4.588 1.781 26 8 35 8 0.9956 0.9989 0.0000 8.178 2.573 26 8 20 4
+51 0 0.9974 0.9989 0.0000 4.642 1.801 26 8 14 5 0.9956 0.9989 0.0000 8.110 2.558 26 8 20 4
diff --git a/PartB/90Cross90Mut2El/run_9/regress.sys b/PartB/90Cross90Mut2El/run_9/regress.sys
new file mode 100644
index 0000000..758659b
--- /dev/null
+++ b/PartB/90Cross90Mut2El/run_9/regress.sys
@@ -0,0 +1,205 @@
+
+[ lil-gp Genetic Programming System.
+[ Portions copyright (c) 1995 Michigan State University. All rights reserved.
+[ kernel version 1.0; 11 July 1995.
+
+
+initialization:
+ parameter database.
+ ephemeral random constants.
+ generation spaces.
+updating function set(s):
+ set 0: removed.
+building function set(s):
+ set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
+ tree 0 uses function set 0.
+ function set complete.
+ no random number seed specfied; using 75.
+creating initial population(s):
+ 7258 trees were generated to fill the population of 5000 (5000 trees).
+ initial population(s) complete.
+
+
+starting evolution.
+no checkpointing will be done.
+=== generation 0.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 1.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 2.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 3.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 4.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 5.
+ evaluation complete. (1s wall)
+ breeding complete. (1s wall)
+=== generation 6.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 7.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 8.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 9.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 10.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 11.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 12.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 13.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 14.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 15.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 16.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 17.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 18.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 19.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 20.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 21.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 22.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 23.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 24.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 25.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 26.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 27.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 28.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 29.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 30.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 31.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 32.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 33.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 34.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 35.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 36.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 37.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 38.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 39.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 40.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 41.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 42.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 43.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 44.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 45.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 46.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 47.
+ evaluation complete. (1s wall)
+ breeding complete. (0s wall)
+=== generation 48.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 49.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 50.
+ evaluation complete. (0s wall)
+ breeding complete. (0s wall)
+=== generation 51.
+ evaluation complete. (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+ allocated: 65357991
+ freed: 65309991
+ not freed: 48000
+ max allocated: 2561493
+ malloc'ed blocks: 926059
+ realloc'ed blocks: 8
+ free'ed blocks: 926053
+
+------- time -------
+ overall: 31s wall
+ evaluation: 30s wall
+ breeding: 1s wall
+
+------- generation spaces -------
+ space 0 size: 200
+ space 1 size: 100
+
+------- ephemeral random constants -------
+ used: 23872
+ freed: 23872
+ allocated: 6000
+ blocks: 11
diff --git a/edeeee.ods b/edeeee.ods
new file mode 100644
index 0000000..8161545
Binary files /dev/null and b/edeeee.ods differ
diff --git a/input.file b/input.file
index 4b5ea10..2208931 100644
--- a/input.file
+++ b/input.file
@@ -7,7 +7,7 @@ num_threads = 8
###
pop_size = 5000
-max_generations = 50
+max_generations = 51
elitism = 2
# random_seed = 1234567890
@@ -25,7 +25,7 @@ max_depth = 17
breed_phases = 2
breed[1].operator = crossover, select=fitness
-breed[1].rate = 0.9
+breed[1].rate = 0.1
breed[2].operator = mutation, select=fitness, method=grow,depth=4
breed[2].rate = 0.1
diff --git a/lib/beagle-3.0.3/autom4te.cache/output.0 b/lib/beagle-3.0.3/autom4te.cache/output.0
index ac34896..95e400e 100644
--- a/lib/beagle-3.0.3/autom4te.cache/output.0
+++ b/lib/beagle-3.0.3/autom4te.cache/output.0
@@ -1973,7 +1973,7 @@ _ACEOF
# Keep a trace of the command line.
# Strip out --no-create and --no-recursion so they do not pile up.
-# Strip out --silent because we don't want to record it for future runs.
+# Strip out --silent because we don't want to stt_record it for future runs.
# Also quote any args containing shell meta-characters.
# Make two passes to allow for proper duplicate-argument suppression.
ac_configure_args=
diff --git a/lib/beagle-3.0.3/autom4te.cache/output.1 b/lib/beagle-3.0.3/autom4te.cache/output.1
index 0bdbb4c..6127169 100644
--- a/lib/beagle-3.0.3/autom4te.cache/output.1
+++ b/lib/beagle-3.0.3/autom4te.cache/output.1
@@ -1973,7 +1973,7 @@ _ACEOF
# Keep a trace of the command line.
# Strip out --no-create and --no-recursion so they do not pile up.
-# Strip out --silent because we don't want to record it for future runs.
+# Strip out --silent because we don't want to stt_record it for future runs.
# Also quote any args containing shell meta-characters.
# Make two passes to allow for proper duplicate-argument suppression.
ac_configure_args=
diff --git a/lib/beagle-3.0.3/autom4te.cache/output.2 b/lib/beagle-3.0.3/autom4te.cache/output.2
index 20cd5ee..f805a93 100644
--- a/lib/beagle-3.0.3/autom4te.cache/output.2
+++ b/lib/beagle-3.0.3/autom4te.cache/output.2
@@ -1973,7 +1973,7 @@ _ACEOF
# Keep a trace of the command line.
# Strip out --no-create and --no-recursion so they do not pile up.
-# Strip out --silent because we don't want to record it for future runs.
+# Strip out --silent because we don't want to stt_record it for future runs.
# Also quote any args containing shell meta-characters.
# Make two passes to allow for proper duplicate-argument suppression.
ac_configure_args=
diff --git a/lib/lilgp/htmlMan/lil-gp.ch7.htm b/lib/lilgp/htmlMan/lil-gp.ch7.htm
index 803a436..0a87af5 100644
--- a/lib/lilgp/htmlMan/lil-gp.ch7.htm
+++ b/lib/lilgp/htmlMan/lil-gp.ch7.htm
@@ -1,380 +1,394 @@
-
-
-
-
-
-Chapter 7
- 7.1 Tree Representation
-
- 7.2 Selection Methods
-
7.3 Operators
-
7.4 Miscellany
- 7.4.1 Tree Generation Spaces
7.4.2 Saved Individuals
7.4.3 Ephemeral Random Constants
-
+
+
+
+
+
+Chapter 7
+ 7.1 Tree Representation
+
+ 7.2 Selection Methods
+
+ 7.3 Operators
+
+ 7.4 Miscellany
+ 7.4.1 Tree Generation Spaces
+ 7.4.2 Saved Individuals
+ 7.4.3 Ephemeral Random Constants
+
-
-
-
-Extending the Kernel
-
-
-
-Internally, lil-gp is fairly simple. I have attempted to keep
-the structure reasonably clean and modular, without going too
-overboard about avoiding global variables and such. 24 C files
-comprise the kernel:
-
-
-
-main.c Initialization and cleanup.
-
-gp.c The main evaluate-and-breed cycle, and population
-statistics calculation.
-
-eval.c The tree evaluator.
-
-tree.c Utility routines dealing with trees--counting nodes
-and depth, printing, generating random trees, finding
-subtrees, copying trees.
-
-change.c Breeding of the new population each generation.
-
-
-crossovr.c The crossover operator.
-
-reproduc.c The reproduction operator.
-
-mutate.c The mutation operator.
-
-select.c Utility routines for selection methods.
-
-tournmnt.c The tournament selection method.
-
-bstworst.c The best, worst, and random
-selection methods.
-
-fitness.c The fitness, fitness_overselect, and inverse_fitness
-selection methods.
-
-genspace.c Utility routines for allocating space to grow
-new trees in.
-
-exch.c The subpopulation exchange system.
-
-populate.c Utility routines for population--copying, freeing,
-random generation.
-
-ephem.c Utility routines for ephemeral random constants.
-
-
-ckpoint.c Reading and writing checkpoint files.
-
-event.c System-dependent module for tracking execution
-time.
-
-pretty.c The tree pretty-printer.
-
-individ.c Utility routines for whole individuals--printing
-and calculating size.
-
-params.c The parameter database.
-
-random.c The portable pseudorandom number generator, adapted
-from Numerical Recipes in FORTRAN.
-
-memory.c The implementations of MALLOC(), FREE(),
-and REALLOC() that track memory usage.
-
-output.c The output subsystem (oprintf() and oputs(),
-among others).
-
-
-7.1 Tree Representation
-
-A tree is stored as an array of type lnode. An lnode is
-a union which can can a pointer to a function structure, a pointer
-to an ephemeral random constant (ERC) structure, or an integer.
-The tree is stored in prefix order. The first lnode is always
-a pointer to a function. If the function is an ERC terminal, then
-the next lnode in the array has the pointer to the ERC structure.
-If a function is of type EXPR (the user code controls evaluation
-of the function's arguments) then there is an extra lnode just
-before the start of each child_it contains an integer, the number
-of lnodes used in representing the child subtree. The evaluation
-code uses this value to skip the child during evaluation.
-
-Consider this expression in the symbolic regression problem:
-
-(+ X (iflte X (* .34 X) .56))
-
-This would be represented in lil-gp as the array:
-
-
-
-
-
-
-| + |
-pointer to structure for function +
|
-
-
-| X |
-pointer to structure for function X
|
-
-
-| iflte |
-pointer to structure for function iflte
|
-
-
-| 1 |
-
first argument to iflte takes 1 lnode to store
|
-
-
-| X |
+
+
+
+Extending the Kernel
+
+
+
+Internally, lil-gp is fairly simple. I have attempted to keep
+the structure reasonably clean and modular, without going too
+overboard about avoiding global variables and such. 24 C files
+comprise the kernel:
+
+
+
+main.c Initialization and cleanup.
+
+gp.c The main evaluate-and-breed cycle, and population
+statistics calculation.
+
+eval.c The tree evaluator.
+
+tree.c Utility routines dealing with trees--counting nodes
+and depth, printing, generating random trees, finding
+subtrees, copying trees.
+
+change.c Breeding of the new population each generation.
+
+
+crossovr.c The crossover operator.
+
+reproduc.c The reproduction operator.
+
+mutate.c The mutation operator.
+
+select.c Utility routines for selection methods.
+
+tournmnt.c The tournament selection method.
+
+bstworst.c The best, worst, and random
+selection methods.
+
+fitness.c The fitness, fitness_overselect, and inverse_fitness
+selection methods.
+
+genspace.c Utility routines for allocating space to grow
+new trees in.
+
+exch.c The subpopulation exchange system.
+
+populate.c Utility routines for population--copying, freeing,
+random generation.
+
+ephem.c Utility routines for ephemeral random constants.
+
+
+ckpoint.c Reading and writing checkpoint files.
+
+event.c System-dependent module for tracking execution
+time.
+
+pretty.c The tree pretty-printer.
+
+individ.c Utility routines for whole individuals--printing
+and calculating size.
+
+params.c The parameter database.
+
+random.c The portable pseudorandom number generator, adapted
+from Numerical Recipes in FORTRAN.
+
+memory.c The implementations of MALLOC(), FREE(),
+and REALLOC() that track memory usage.
+
+output.c The output subsystem (oprintf() and oputs(),
+among others).
+
+
+7.1 Tree Representation
+
+A tree is stored as an array of type lnode. An lnode is
+a union which can can a pointer to a function structure, a pointer
+to an ephemeral random constant (ERC) structure, or an integer.
+The tree is stored in prefix order. The first lnode is always
+a pointer to a function. If the function is an ERC terminal, then
+the next lnode in the array has the pointer to the ERC structure.
+If a function is of type EXPR (the user code controls evaluation
+of the function's arguments) then there is an extra lnode just
+before the start of each child_it contains an integer, the number
+of lnodes used in representing the child subtree. The evaluation
+code uses this value to skip the child during evaluation.
+
+Consider this expression in the symbolic regression problem:
+
+(+ X (iflte X (* .34 X) .56))
+
+This would be represented in lil-gp as the array:
+
+
+
+
+
+
+| + |
+pointer to structure for function +
+ |
+
+
+| X |
+pointer to structure for function X
+ |
+
+
+| iflte |
+pointer to structure for function iflte
+ |
+
+
+| 1 |
- |
-
-
-| 4 |
-second argument to iflte takes 4 lnodes to store
|
-
-
-| * |
-pointer to structure for function *
|
-
-
-| R |
-pointer to structure for ERC function
|
-
-
-| .34 |
-pointer to structure containing ERC value
|
-
-
-| X |
- |
-
-
-| 2 |
- third argument to iflte takes 2 lnodes to store
|
-
-
-| R |
- |
-
-
-| .56 |
- |
-
-
-
-
-
-
-
-
-This representation, while it may seem cumbersome, has two major
-advantages over a more traditional C representation (with individual
-structs for each node, linked by pointers). First, it uses much
-less memory--approximately 1-2 words per node versus the 4-5 it
-would take otherwise. This is because the structure of the tree
-is represented implicitly in the ordering of the nodes rather
-than explicitly via pointers. Second, it results in much faster
-tree evaluation. For instance, consider the crossover operator.
-In the traditional representation crossover is performed by just
-swapping two pointers. While this is very fast and easy, over
-time it means that the nodes of a given tree become spread out
-over the process's address space. On a system with virtual memory,
-this slows evaluation (or any traversal of the tree) to a crawl
-as the tree is spread across dozens of pages which must constantly
-be swapped in and out. lil-gp's representation complicates crossover
-somewhat, but leaves each offspring tree as a single continuous
-block of memory, able to fit on just one or two pages.
-
-
-
-7.2 Selection Methods
-
-A selection method is implemented with two functions: one to perform
-initialization and cleanup, and another to do the actual selection.
-The first function, when called for initialization, creates and
-returns a data structure called a selection context. This contains
-any state information needed for the selection method. It should
-also store a pointer to the population that the selection is being
-done on. This structure will be passed to the second function,
-which should return an index of an individual within the population.
-
-
-To create a new selection method, it is suggested that you copy
-and modify an existing one (the random method in bstworst.c
-is an especially simple one). If your of selection can be expressed
-as randomly selecting an individual from a set where each individual
-has a fixed probability of selection, then there is already an
-efficient implementation of the second function. See the code
-for the fitness, fitness_overselect, and inverse_fitness
-methods for examples
-
-Finally, you must add a record describing your selection method
-to the array select_method_table at the top of select.c.
-This lists the names and initialization functions of each selection
-method available.
-
-
-
-7.3 Operator
-
-The breeding of the population is controlled by a table of breeding
-phases. This is built from the parameter database at the start
-of the run (and whenever rebuild_breeding_table() is called
-from user code. Each subpopulation has its own breeding table.
-For each phase, there is a record in the table. Each record has
-pointers to the four methods for the operator, the rate for that
-phase, and a pointer to an operator-specific structure
-
-To implement a new operator, it is suggested that you copy and
-modify the code of an existing operator. The reproduction operator
-is the simplest of the three included. Suppose that your new operator
-is called "foo". You would need to provide five functions
-(the following naming scheme is strongly recommended):
-
-
-
-operator_foo_init Parses the operator's options string
-and builds the operator table entry. The kernel
-functions parse_o_rama() and free_o_rama() are available
-to parse the options string just like the built-in operators do.
-
-
-
-
-operator_foo_free Frees the operator-specific part of the
-operator table entry.
-
-
-
-operator_foo_start This is called at the start of breeding.
-Selection methods should be initialized here.
-
-
-
-operator_foo_end This is called at the end of breeding.
-Selection contexts should be freed here.
-
-
-
-operator_foo This performs the actual operation.
-
-
-
-
-You then add a record to the array operator_table at the
-top of change.c, listing the name of the operator (a string)
-and the operator's initialization method (a function pointer),
-for example, after adding the foo operator the table would look
-like:
-
-operator operator_table[] =
-{ { "crossover", operator_crossover_init },
- { "reproduction", operator_reproduce_init },
- { "mutation", operator_mutate_init },
- { "foo", operator_foo_init },
- { NULL, NULL } };
-
-
-
-The next field of the new population structure gives the
-index at which the operator should place the new individual. After
-adding an individual, increment the next field. If your
-operator produces multiple offspring with a single call then you
-must make sure that you don't overfill the population (the next
-field should not exceed the size field). The crossover
-operator, for instance, normally produces two offspring on each
-call. If it is called when there is only one more space in the
-population, it fills the space and throws the other offspring
-away.
-
-Your operator should always add at least one individual to the
-new population per call. If it does not, infinite loops may occur
-when the probabilistic_operators parameter is off.
-
-
-
-7.4 Miscellany
-
-This section gives a general overview of how some of the nonobvious
-parts of lil-gp work and how they fit together.
-
-
-
-7.4.1 Tree Generation Spaces
-
-When building a new tree, lilgp needs a continuous block of memory
-to put the tree in, but can't allocate the final location of the
-tree because the size isn't known ahead of time. Therefore, special
-blocks of memory are allocated to grow the trees in. Every time
-an lnode is added to a tree-in- progress, the function gensp_next
-(or gensp_next_int) is called to enlarge the memory block
-if needed. Once the tree is finished and its size is known, its
-final location is allocated and the tree is copied from the generation
-space
-
-Currently there are two generation spaces needed. If you are implementing
-an operator or some- thing that requires three or more trees to
-be grown simultaneously, increase GENSPACE_COUNT in defines.h.
-
-
-Generation spaces are initially allocated to hold GENSPACE_START
-lnodes, and grow in steps of GENSPACE_GROW lnodes. These
-constants are in defines.h.
-
-
-
-7.4.2 Saved Individuals
-
-lilgp tracks the best n individuals of each population,
-where n is a user-settable parameter. Pointers to these
-best individuals are passed to the user function app_end_of_evaluation().
-To ensure that these pointers are always good, the kernel makes
-a copy of each individual in the top n and passes the address
-of the copy (since the original individual may not survive the
-breeding process)
-
-An individual can be referenced in multiple top-n lists (best-of-gen,
-best-of-run, etc.). To avoid making multiple copies, a reference
-count is kept for each individual. All these saved individuals
-are kept in a linked list, and once per generation a garbage collection
-procedure traverses the list and frees any individuals which have
-no references to them.
-
-
-
-7.4.3 Ephemeral Random Constants
-
-Whenever a new ephemeral random constant terminal is inserted
-into a tree (during the generation of the initial population,
-or during mutation operations) the function new_ephemeral_const()
-is called to create the constant. It calls the user-supplied generation
-function to create a new value. Each ERC record stores the value,
-along with a reference count of how many tree nodes point to that
-value. The ERC records are maintained in a linked list. Once per
-generation, a garbage collection routine traverses the linked
-list and removes any ERCs which are no longer needed (that have
-a reference count of zero)
-
-The ERC records are not allocated individually but in large blocks.
-This ensures that all the ERCs are kept on a few memory pages
-at most, which reduces the need for paging during evaluation (when
-there are many scattered references to the ERCs). When an ERC
-is freed by the garbage collection routine, it is added to the
-end of the free list. If the free list ever becomes empty, a new
-large block of ERC records is allocated and all of them added
-on to the end of the free list
-
-Pointers to the blocks themselves are kept in an array so that
-the blocks can be freed at the conclusion of the run. Since the
-number of blocks can increase, this array is reallocated as necessary.
-
-
-
-
+first argument to iflte takes 1 lnode to store
+
+
+
+| X |
+
+ |
+
+
+| 4 |
+second argument to iflte takes 4 lnodes to store
+ |
+
+
+| * |
+pointer to structure for function *
+ |
+
+
+| R |
+pointer to structure for ERC function
+ |
+
+
+| .34 |
+pointer to structure containing ERC value
+ |
+
+
+| X |
+ |
+
+
+| 2 |
+ third argument to iflte takes 2 lnodes to store
+ |
+
+
+| R |
+ |
+
+
+| .56 |
+ |
+
+
+
+
+
+
+
+
+This representation, while it may seem cumbersome, has two major
+advantages over a more traditional C representation (with individual
+structs for each node, linked by pointers). First, it uses much
+less memory--approximately 1-2 words per node versus the 4-5 it
+would take otherwise. This is because the structure of the tree
+is represented implicitly in the ordering of the nodes rather
+than explicitly via pointers. Second, it results in much faster
+tree evaluation. For instance, consider the crossover operator.
+In the traditional representation crossover is performed by just
+swapping two pointers. While this is very fast and easy, over
+time it means that the nodes of a given tree become spread out
+over the process's address space. On a system with virtual memory,
+this slows evaluation (or any traversal of the tree) to a crawl
+as the tree is spread across dozens of pages which must constantly
+be swapped in and out. lil-gp's representation complicates crossover
+somewhat, but leaves each offspring tree as a single continuous
+block of memory, able to fit on just one or two pages.
+
+
+
+7.2 Selection Methods
+
+A selection method is implemented with two functions: one to perform
+initialization and cleanup, and another to do the actual selection.
+The first function, when called for initialization, creates and
+returns a data structure called a selection context. This contains
+any state information needed for the selection method. It should
+also store a pointer to the population that the selection is being
+done on. This structure will be passed to the second function,
+which should return an index of an individual within the population.
+
+
+To create a new selection method, it is suggested that you copy
+and modify an existing one (the random method in bstworst.c
+is an especially simple one). If your of selection can be expressed
+as randomly selecting an individual from a set where each individual
+has a fixed probability of selection, then there is already an
+efficient implementation of the second function. See the code
+for the fitness, fitness_overselect, and inverse_fitness
+methods for examples
+
+Finally, you must add a stt_record describing your selection method
+to the array select_method_table at the top of select.c.
+This lists the names and initialization functions of each selection
+method available.
+
+
+
+7.3 Operator
+
+The breeding of the population is controlled by a table of breeding
+phases. This is built from the parameter database at the start
+of the run (and whenever rebuild_breeding_table() is called
+from user code. Each subpopulation has its own breeding table.
+For each phase, there is a stt_record in the table. Each stt_record has
+pointers to the four methods for the operator, the rate for that
+phase, and a pointer to an operator-specific structure
+
+To implement a new operator, it is suggested that you copy and
+modify the code of an existing operator. The reproduction operator
+is the simplest of the three included. Suppose that your new operator
+is called "foo". You would need to provide five functions
+(the following naming scheme is strongly recommended):
+
+
+
+operator_foo_init Parses the operator's options string
+and builds the operator table entry. The kernel
+functions parse_o_rama() and free_o_rama() are available
+to parse the options string just like the built-in operators do.
+
+
+
+
+operator_foo_free Frees the operator-specific part of the
+operator table entry.
+
+
+
+operator_foo_start This is called at the start of breeding.
+Selection methods should be initialized here.
+
+
+
+operator_foo_end This is called at the end of breeding.
+Selection contexts should be freed here.
+
+
+
+operator_foo This performs the actual operation.
+
+
+
+
+You then add a stt_record to the array operator_table at the
+top of change.c, listing the name of the operator (a string)
+and the operator's initialization method (a function pointer),
+for example, after adding the foo operator the table would look
+like:
+
+operator operator_table[] =
+{ { "crossover", operator_crossover_init },
+ { "reproduction", operator_reproduce_init },
+ { "mutation", operator_mutate_init },
+ { "foo", operator_foo_init },
+ { NULL, NULL } };
+
+
+
+The next field of the new population structure gives the
+index at which the operator should place the new individual. After
+adding an individual, increment the next field. If your
+operator produces multiple offspring with a single call then you
+must make sure that you don't overfill the population (the next
+field should not exceed the size field). The crossover
+operator, for instance, normally produces two offspring on each
+call. If it is called when there is only one more space in the
+population, it fills the space and throws the other offspring
+away.
+
+Your operator should always add at least one individual to the
+new population per call. If it does not, infinite loops may occur
+when the probabilistic_operators parameter is off.
+
+
+
+7.4 Miscellany
+
+This section gives a general overview of how some of the nonobvious
+parts of lil-gp work and how they fit together.
+
+
+
+7.4.1 Tree Generation Spaces
+
+When building a new tree, lilgp needs a continuous block of memory
+to put the tree in, but can't allocate the final location of the
+tree because the size isn't known ahead of time. Therefore, special
+blocks of memory are allocated to grow the trees in. Every time
+an lnode is added to a tree-in- progress, the function gensp_next
+(or gensp_next_int) is called to enlarge the memory block
+if needed. Once the tree is finished and its size is known, its
+final location is allocated and the tree is copied from the generation
+space
+
+Currently there are two generation spaces needed. If you are implementing
+an operator or some- thing that requires three or more trees to
+be grown simultaneously, increase GENSPACE_COUNT in defines.h.
+
+
+Generation spaces are initially allocated to hold GENSPACE_START
+lnodes, and grow in steps of GENSPACE_GROW lnodes. These
+constants are in defines.h.
+
+
+
+7.4.2 Saved Individuals
+
+lilgp tracks the best n individuals of each population,
+where n is a user-settable parameter. Pointers to these
+best individuals are passed to the user function app_end_of_evaluation().
+To ensure that these pointers are always good, the kernel makes
+a copy of each individual in the top n and passes the address
+of the copy (since the original individual may not survive the
+breeding process)
+
+An individual can be referenced in multiple top-n lists (best-of-gen,
+best-of-run, etc.). To avoid making multiple copies, a reference
+count is kept for each individual. All these saved individuals
+are kept in a linked list, and once per generation a garbage collection
+procedure traverses the list and frees any individuals which have
+no references to them.
+
+
+
+7.4.3 Ephemeral Random Constants
+
+Whenever a new ephemeral random constant terminal is inserted
+into a tree (during the generation of the initial population,
+or during mutation operations) the function new_ephemeral_const()
+is called to create the constant. It calls the user-supplied generation
+function to create a new value. Each ERC stt_record stores the value,
+along with a reference count of how many tree nodes point to that
+value. The ERC records are maintained in a linked list. Once per
+generation, a garbage collection routine traverses the linked
+list and removes any ERCs which are no longer needed (that have
+a reference count of zero)
+
+The ERC records are not allocated individually but in large blocks.
+This ensures that all the ERCs are kept on a few memory pages
+at most, which reduces the need for paging during evaluation (when
+there are many scattered references to the ERCs). When an ERC
+is freed by the garbage collection routine, it is added to the
+end of the free list. If the free list ever becomes empty, a new
+large block of ERC records is allocated and all of them added
+on to the end of the free list
+
+Pointers to the blocks themselves are kept in an array so that
+the blocks can be freed at the conclusion of the run. Since the
+number of blocks can increase, this array is reallocated as necessary.
+
+
+
+
\ No newline at end of file
diff --git a/lib/lilgp/peters-patch.html b/lib/lilgp/peters-patch.html
index 703a27e..85cad7d 100644
--- a/lib/lilgp/peters-patch.html
+++ b/lib/lilgp/peters-patch.html
@@ -73,7 +73,7 @@ c) create the ERC'c in "mod_read_tree_recurse"
case EVAL_TERM:
break;
case TERM_ERC:
- /* record the ERC address as the next lnode in the array. */
+ /* stt_record the ERC address as the next lnode in the array. */
gensp_next(space)->d = ep;
break;
@@ -86,7 +86,7 @@ chance to:
case EVAL_TERM:
break;
case TERM_ERC:
- /* record the ERC address as the next lnode in the array. */
+ /* stt_record the ERC address as the next lnode in the array. */
new_ECR = gensp_next(space);
new_ECR->d = new_ephemeral_const ( f );
set_ECR_value(&new_ECR->d->d , ECRvalue);
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+\relax
+\providecommand\hyper@newdestlabel[2]{}
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+\providecommand\HyField@AuxAddToCoFields[2]{}
+\@writefile{toc}{\contentsline {section}{\numberline {1}Symbolic regression}{2}{section.0.1}\protected@file@percent }
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