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cmake_minimum_required(VERSION 3.20.2)
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project(FinalProject C CXX)
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set(PROJECT_VERSION 0.1.1)
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set(PROJECT_VERSION 0.2.0)
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option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
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option(ENABLE_UBSAN "Enable the ub sanitizer" OFF)
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3 69 1711984034896493991 CMakeFiles/FinalProject.dir/lib/lilgp/kernel/main.c.o 47a434cefdeb5527
|
||||
3 78 1711984034904494108 CMakeFiles/FinalProject.dir/lib/lilgp/kernel/gp.c.o 6a478c19e748e491
|
||||
3 125 1711984034952494819 CMakeFiles/FinalProject.dir/src/program/function.cpp.o c3e7726bdbe21ec1
|
||||
3 534 1711984035360500851 CMakeFiles/FinalProject.dir/src/program/rice_loader.h.cpp.o 22a6180eddb733fa
|
||||
2 637 1711984035464502389 CMakeFiles/FinalProject.dir/src/program/app.cpp.o 8d0ad8b6941e85e8
|
||||
637 687 1711984035512503098 FinalProject aa08e4524370f7f0
|
||||
687 1914 1711984036736521195 CMakeFiles/FinalProject_Runner.dir/src/runner/main_new.cpp.o fe9dd701ccb23723
|
||||
1914 2010 1711984036836522674 FinalProject_Runner 46191c535f7aaf5f
|
||||
|
|
|
|||
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
|
|
@ -1,19 +1,18 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(- eccentricity 0.89684)
|
||||
TREE-equ:
|
||||
y = log((eccentricity - ((eccentricity * 0.04976) / -0.39726)))
|
||||
y = (eccentricity - 0.89684)
|
||||
|
|
|
|||
|
|
@ -1,13 +1,12 @@
|
|||
Hits: 2188, Total Size: 2810, Percent Hit: 77.864769
|
||||
CC: 938
|
||||
CO: 179
|
||||
OO: 1250
|
||||
OC: 443
|
||||
Fitness: 0.998736
|
||||
Hits: 790
|
||||
Hits: 2136, Total Size: 2810, Percent Hit: 76.014235
|
||||
CC: 760
|
||||
CO: 422
|
||||
OO: 1376
|
||||
OC: 252
|
||||
Fitness: 0.998750
|
||||
Hits: 799
|
||||
|
||||
|
||||
y = log((eccentricity - ((eccentricity * 0.04976) / -0.39726)))
|
||||
y = (eccentricity - 0.89684)
|
||||
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(- eccentricity 0.89684)
|
||||
|
|
|
|||
|
|
@ -1,105 +1,85 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 69
|
||||
depth: 6
|
||||
hits: 713
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 713
|
||||
raw fitness: 713.0000
|
||||
standardized fitness: 713.0000
|
||||
adjusted fitness: 0.9986
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (* (/ (+ (* (+ perimeter extent)
|
||||
(+ major area))
|
||||
(log (- -0.38645 major)))
|
||||
(log (* (log area)
|
||||
(log eccentricity))))
|
||||
(- (exp (/ (log perimeter)
|
||||
(- -0.87062 extent)))
|
||||
(/ (* (log eccentricity)
|
||||
(+ area convex))
|
||||
(exp (* minor perimeter)))))
|
||||
(- (log (/ (exp (- eccentricity eccentricity))
|
||||
(log (/ area 0.59518))))
|
||||
(+ (log (* (/ extent extent)
|
||||
(+ eccentricity perimeter)))
|
||||
(/ (log (exp major))
|
||||
(- (exp eccentricity)
|
||||
(exp minor))))))
|
||||
(- eccentricity 0.89684)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 766
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 766
|
||||
raw fitness: 766.0000
|
||||
standardized fitness: 766.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(- (/ perimeter -0.03876)
|
||||
(* convex -0.91846))
|
||||
(- eccentricity 0.89684)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(- eccentricity 0.89684)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(- eccentricity 0.89684)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(- eccentricity 0.89684)
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9605 0.9986 0.0000 18.681 3.501 69 6 62 6 0.9605 0.9986 0.0000 18.681 3.501 69 6 62 6
|
||||
1 0 0.9914 0.9987 0.0000 16.815 3.569 7 2 30 5 0.9759 0.9987 0.0000 17.748 3.535 7 2 62 6
|
||||
2 0 0.9906 0.9987 0.0000 15.560 3.616 8 4 14 6 0.9808 0.9987 0.0000 17.019 3.562 8 4 62 6
|
||||
3 0 0.9908 0.9987 0.0000 14.738 3.612 8 4 55 5 0.9833 0.9987 0.0000 16.448 3.575 8 4 62 6
|
||||
4 0 0.9932 0.9987 0.0000 14.002 3.609 8 4 14 4 0.9853 0.9987 0.0000 15.959 3.582 8 4 62 6
|
||||
0 0 0.9589 0.9988 0.0000 18.423 3.503 3 1 36 6 0.9589 0.9988 0.0000 18.423 3.503 3 1 36 6
|
||||
1 0 0.9881 0.9988 0.0000 16.739 3.596 3 1 26 6 0.9735 0.9988 0.0000 17.581 3.549 3 1 36 6
|
||||
2 0 0.9919 0.9988 0.0000 16.520 3.701 3 1 11 5 0.9796 0.9988 0.0000 17.227 3.600 3 1 36 6
|
||||
3 0 0.9933 0.9988 0.0000 15.485 3.674 3 1 44 6 0.9830 0.9988 0.0000 16.792 3.618 3 1 36 6
|
||||
4 0 0.9932 0.9988 0.0000 14.854 3.669 3 1 41 6 0.9851 0.9988 0.0000 16.404 3.629 3 1 36 6
|
||||
|
|
|
|||
|
|
@ -14,27 +14,26 @@ 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 558.
|
||||
no random number seed specfied; using 842.
|
||||
creating initial population(s):
|
||||
7359 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7332 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
|
|
|
|||
|
|
@ -1,31 +1,40 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
TREE-equ:
|
||||
y = ((log((log((eccentricity * major)) / log((extent - convex)))) * ((exp((area / area)) + (log(major) - (major + perimeter))) * exp(log((extent - minor))))) / ((exp(((convex - -0.26756) * (eccentricity - 0.89808))) + (log(log(convex)) - log(exp(extent)))) - log(((exp(perimeter) / (area / minor)) * ((minor + extent) * exp(extent))))))
|
||||
y = ((log(((exp(perimeter) / (major * extent)) / exp((major - perimeter)))) / ((exp(exp(eccentricity)) - ((-0.01190 - eccentricity) + log(major))) * exp(exp((eccentricity - eccentricity))))) - (log(((exp(perimeter) + (extent + minor)) + ((eccentricity / major) * log((log((exp(exp(extent)) - ((extent - eccentricity) - (minor * major)))) * exp((perimeter * extent))))))) - (exp(((extent / area) + (0.47920 - extent))) / (((perimeter * extent) - exp(eccentricity)) + log(((major / perimeter) / ((log(convex) + log(convex)) / (log(convex) / log(0.63283)))))))))
|
||||
|
|
|
|||
|
|
@ -1,25 +1,34 @@
|
|||
Hits: 2167, Total Size: 2810, Percent Hit: 77.117438
|
||||
CC: 668
|
||||
CO: 445
|
||||
OO: 1499
|
||||
OC: 198
|
||||
Fitness: 0.998661
|
||||
Hits: 746
|
||||
Hits: 2481, Total Size: 2810, Percent Hit: 88.291815
|
||||
CC: 1068
|
||||
CO: 77
|
||||
OO: 1413
|
||||
OC: 252
|
||||
Fitness: 0.998860
|
||||
Hits: 876
|
||||
|
||||
|
||||
y = ((log((log((eccentricity * major)) / log((extent - convex)))) * ((exp((area / area)) + (log(major) - (major + perimeter))) * exp(log((extent - minor))))) / ((exp(((convex - -0.26756) * (eccentricity - 0.89808))) + (log(log(convex)) - log(exp(extent)))) - log(((exp(perimeter) / (area / minor)) * ((minor + extent) * exp(extent))))))
|
||||
y = ((log(((exp(perimeter) / (major * extent)) / exp((major - perimeter)))) / ((exp(exp(eccentricity)) - ((-0.01190 - eccentricity) + log(major))) * exp(exp((eccentricity - eccentricity))))) - (log(((exp(perimeter) + (extent + minor)) + ((eccentricity / major) * log((log((exp(exp(extent)) - ((extent - eccentricity) - (minor * major)))) * exp((perimeter * extent))))))) - (exp(((extent / area) + (0.47920 - extent))) / (((perimeter * extent) - exp(eccentricity)) + log(((major / perimeter) / ((log(convex) + log(convex)) / (log(convex) / log(0.63283)))))))))
|
||||
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
|
|
|
|||
|
|
@ -1,150 +1,328 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
nodes: 32
|
||||
depth: 5
|
||||
hits: 723
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 723
|
||||
raw fitness: 723.0000
|
||||
standardized fitness: 723.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(/ (/ (+ (log (exp area))
|
||||
(exp (+ minor extent)))
|
||||
(/ (+ (/ major minor)
|
||||
(log -0.12473))
|
||||
(+ (log eccentricity)
|
||||
(/ major major))))
|
||||
(log (log (/ (+ -0.83573 minor)
|
||||
(+ perimeter extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
nodes: 32
|
||||
depth: 5
|
||||
hits: 723
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 723
|
||||
raw fitness: 723.0000
|
||||
standardized fitness: 723.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(/ (/ (+ (log (exp area))
|
||||
(exp (+ minor extent)))
|
||||
(/ (+ (/ major minor)
|
||||
(log -0.12473))
|
||||
(+ (log eccentricity)
|
||||
(/ major major))))
|
||||
(log (log (/ (+ -0.83573 minor)
|
||||
(+ perimeter extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
generation: 2
|
||||
nodes: 9
|
||||
depth: 5
|
||||
hits: 751
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
hits: 751
|
||||
raw fitness: 751.0000
|
||||
standardized fitness: 751.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- major
|
||||
(* minor
|
||||
(log (log (+ area minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 60
|
||||
generation: 3
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 746
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(log (+ (* (log (/ (- convex convex)
|
||||
(- extent convex)))
|
||||
(* (/ area
|
||||
(+ major eccentricity))
|
||||
(/ (log eccentricity)
|
||||
(/ extent -0.57980))))
|
||||
(+ (log (- (exp eccentricity)
|
||||
(log major)))
|
||||
(* (/ (log eccentricity) extent)
|
||||
(/ (exp extent)
|
||||
(log perimeter))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 4
|
||||
nodes: 93
|
||||
depth: 11
|
||||
hits: 876
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (/ (log (/ (/ (exp perimeter)
|
||||
(* major extent))
|
||||
(exp (- major perimeter))))
|
||||
(* (- (exp (exp eccentricity))
|
||||
(+ (- -0.01190 eccentricity)
|
||||
(log major)))
|
||||
(exp (exp (- eccentricity eccentricity)))))
|
||||
(- (log (+ (+ (exp perimeter)
|
||||
(+ extent minor))
|
||||
(* (/ eccentricity major)
|
||||
(log (* (log (- (exp (exp extent))
|
||||
(- (- extent eccentricity)
|
||||
(* minor major))))
|
||||
(exp (* perimeter extent)))))))
|
||||
(/ (exp (+ (/ extent area)
|
||||
(- 0.47920 extent)))
|
||||
(+ (- (* perimeter extent)
|
||||
(exp eccentricity))
|
||||
(log (/ (/ major perimeter)
|
||||
(/ (+ (log convex)
|
||||
(log convex))
|
||||
(/ (log convex)
|
||||
(log 0.63283)))))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,11 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9518 0.9987 0.0000 18.678 3.507 60 6 80 6 0.9518 0.9987 0.0000 18.678 3.507 60 6 80 6
|
||||
1 0 0.9924 0.9987 0.0000 16.785 3.573 60 6 54 6 0.9721 0.9987 0.0000 17.732 3.540 60 6 80 6
|
||||
2 0 0.9915 0.9987 0.0000 16.314 3.634 60 6 21 4 0.9786 0.9987 0.0000 17.259 3.571 60 6 80 6
|
||||
3 0 0.9918 0.9987 0.0000 15.368 3.614 60 6 17 6 0.9819 0.9987 0.0000 16.786 3.582 60 6 80 6
|
||||
4 0 0.9943 0.9987 0.0000 14.519 3.563 60 6 13 4 0.9844 0.9987 0.0000 16.333 3.578 60 6 80 6
|
||||
0 0 0.9581 0.9986 0.0000 18.349 3.458 32 5 31 6 0.9581 0.9986 0.0000 18.349 3.458 32 5 31 6
|
||||
1 0 0.9904 0.9986 0.0000 16.863 3.550 32 5 44 9 0.9742 0.9986 0.0000 17.606 3.504 32 5 31 6
|
||||
2 0 0.9917 0.9987 0.0000 16.091 3.614 9 5 24 5 0.9801 0.9987 0.0000 17.101 3.541 9 5 31 6
|
||||
3 0 0.9926 0.9988 0.0000 15.435 3.646 40 6 6 3 0.9832 0.9988 0.0000 16.685 3.567 40 6 31 6
|
||||
4 0 0.9939 0.9989 0.0000 14.835 3.657 93 11 18 6 0.9853 0.9989 0.0000 16.315 3.585 93 11 31 6
|
||||
5 0 0.9942 0.9989 0.0000 14.513 3.679 93 11 98 6 0.9868 0.9989 0.0000 16.014 3.601 93 11 31 6
|
||||
6 0 0.9934 0.9989 0.0000 13.801 3.638 93 11 14 6 0.9877 0.9989 0.0000 15.698 3.606 93 11 31 6
|
||||
7 0 0.9956 0.9989 0.0000 12.973 3.568 93 11 28 5 0.9887 0.9989 0.0000 15.358 3.601 93 11 31 6
|
||||
8 0 0.9956 0.9989 0.0000 12.512 3.528 93 11 12 4 0.9895 0.9989 0.0000 15.041 3.593 93 11 31 6
|
||||
9 0 0.9950 0.9989 0.0000 11.939 3.407 93 11 16 5 0.9900 0.9989 0.0000 14.731 3.574 93 11 31 6
|
||||
|
|
|
|||
|
|
@ -14,22 +14,22 @@ 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 162.
|
||||
no random number seed specfied; using 217.
|
||||
creating initial population(s):
|
||||
7293 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7300 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -38,3 +38,17 @@ no checkpointing will be done.
|
|||
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. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
|
|
|
|||
|
|
@ -1,22 +1,25 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
TREE-equ:
|
||||
y = ((log(extent) - (convex * eccentricity)) / exp((((extent + perimeter) + (0.56548 * perimeter)) - log(convex))))
|
||||
y = (((exp((area - extent)) * log((extent * minor))) - (exp((extent * perimeter)) / log((convex + eccentricity)))) / (exp(((eccentricity + minor) / log(eccentricity))) * log(((area / convex) / (perimeter - area)))))
|
||||
|
|
|
|||
|
|
@ -1,16 +1,19 @@
|
|||
Hits: 2577, Total Size: 2810, Percent Hit: 91.708185
|
||||
CC: 986
|
||||
CO: 117
|
||||
OO: 1591
|
||||
OC: 116
|
||||
Fitness: 0.998893
|
||||
Hits: 902
|
||||
Hits: 2452, Total Size: 2810, Percent Hit: 87.259786
|
||||
CC: 1026
|
||||
CO: 96
|
||||
OO: 1426
|
||||
OC: 262
|
||||
Fitness: 0.998841
|
||||
Hits: 862
|
||||
|
||||
|
||||
y = ((log(extent) - (convex * eccentricity)) / exp((((extent + perimeter) + (0.56548 * perimeter)) - log(convex))))
|
||||
y = (((exp((area - extent)) * log((extent * minor))) - (exp((extent * perimeter)) / log((convex + eccentricity)))) / (exp(((eccentricity + minor) / log(eccentricity))) * log(((area / convex) / (perimeter - area)))))
|
||||
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
|
|
|
|||
|
|
@ -1,333 +1,240 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 56
|
||||
depth: 6
|
||||
hits: 772
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(* (exp (+ (* (log (exp eccentricity))
|
||||
(log (/ perimeter eccentricity)))
|
||||
(log (- (- -0.18629 minor)
|
||||
(- perimeter minor)))))
|
||||
(/ (- (/ (log (exp extent))
|
||||
(exp (+ 0.54688 perimeter)))
|
||||
(* (* (log minor)
|
||||
(exp minor))
|
||||
(/ (log extent)
|
||||
(+ minor -0.20361))))
|
||||
(log (* (- (/ area minor)
|
||||
(* 0.21619 perimeter))
|
||||
(/ (log convex)
|
||||
(- extent perimeter))))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 56
|
||||
depth: 6
|
||||
hits: 772
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(* (exp (+ (* (log (exp eccentricity))
|
||||
(log (/ perimeter eccentricity)))
|
||||
(log (- (- -0.18629 minor)
|
||||
(- perimeter minor)))))
|
||||
(/ (- (/ (log (exp extent))
|
||||
(exp (+ 0.54688 perimeter)))
|
||||
(* (* (log minor)
|
||||
(exp minor))
|
||||
(/ (log extent)
|
||||
(+ minor -0.20361))))
|
||||
(log (* (- (/ area minor)
|
||||
(* 0.21619 perimeter))
|
||||
(/ (log convex)
|
||||
(- extent perimeter))))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 2
|
||||
nodes: 18
|
||||
generation: 0
|
||||
nodes: 36
|
||||
depth: 5
|
||||
hits: 902
|
||||
hits: 862
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 862
|
||||
raw fitness: 862.0000
|
||||
standardized fitness: 862.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(/ (- (* (exp (- area extent))
|
||||
(log (* extent minor)))
|
||||
(/ (exp (* extent perimeter))
|
||||
(log (+ convex eccentricity))))
|
||||
(* (exp (/ (+ eccentricity minor)
|
||||
(log eccentricity)))
|
||||
(log (/ (/ area convex)
|
||||
(- perimeter area)))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,16 +1,11 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9580 0.9987 0.0000 18.479 3.468 56 6 72 6 0.9580 0.9987 0.0000 18.479 3.468 56 6 72 6
|
||||
1 0 0.9904 0.9987 0.0000 16.783 3.545 56 6 40 6 0.9742 0.9987 0.0000 17.631 3.506 56 6 72 6
|
||||
2 0 0.9913 0.9989 0.0000 15.963 3.597 18 5 8 4 0.9799 0.9989 0.0000 17.075 3.537 18 5 72 6
|
||||
3 0 0.9925 0.9989 0.0000 15.754 3.644 18 5 46 10 0.9830 0.9989 0.0000 16.745 3.563 18 5 72 6
|
||||
4 0 0.9915 0.9989 0.0000 14.986 3.678 18 5 18 5 0.9847 0.9989 0.0000 16.393 3.586 18 5 72 6
|
||||
5 0 0.9933 0.9989 0.0000 14.193 3.641 18 5 7 4 0.9861 0.9989 0.0000 16.026 3.596 18 5 72 6
|
||||
6 0 0.9937 0.9989 0.0000 13.685 3.668 18 5 54 7 0.9872 0.9989 0.0000 15.692 3.606 18 5 72 6
|
||||
7 0 0.9955 0.9989 0.0000 12.818 3.594 18 5 47 10 0.9882 0.9989 0.0000 15.333 3.604 18 5 72 6
|
||||
8 0 0.9959 0.9989 0.0000 12.217 3.553 18 5 24 9 0.9891 0.9989 0.0000 14.987 3.599 18 5 72 6
|
||||
9 0 0.9945 0.9989 0.0000 11.724 3.487 18 5 25 9 0.9896 0.9989 0.0000 14.660 3.588 18 5 72 6
|
||||
10 0 0.9965 0.9989 0.0000 11.156 3.372 18 5 79 12 0.9902 0.9989 0.0000 14.342 3.568 18 5 72 6
|
||||
11 0 0.9965 0.9989 0.0000 10.610 3.267 18 5 49 9 0.9908 0.9989 0.0000 14.031 3.543 18 5 72 6
|
||||
12 0 0.9953 0.9989 0.0000 10.361 3.267 18 5 5 2 0.9911 0.9989 0.0000 13.748 3.522 18 5 72 6
|
||||
13 0 0.9965 0.9989 0.0000 10.136 3.221 18 5 44 7 0.9915 0.9989 0.0000 13.490 3.500 18 5 72 6
|
||||
14 0 0.9971 0.9989 0.0000 9.683 3.144 18 5 37 9 0.9919 0.9989 0.0000 13.237 3.476 18 5 72 6
|
||||
0 0 0.9595 0.9988 0.0000 18.276 3.492 36 5 62 6 0.9595 0.9988 0.0000 18.276 3.492 36 5 62 6
|
||||
1 0 0.9920 0.9988 0.0000 16.223 3.552 36 5 55 7 0.9757 0.9988 0.0000 17.250 3.522 36 5 62 6
|
||||
2 0 0.9922 0.9988 0.0000 15.653 3.608 36 5 46 7 0.9812 0.9988 0.0000 16.717 3.550 36 5 62 6
|
||||
3 0 0.9919 0.9988 0.0000 15.387 3.691 36 5 21 5 0.9839 0.9988 0.0000 16.385 3.586 36 5 62 6
|
||||
4 0 0.9930 0.9988 0.0000 14.391 3.646 36 5 26 6 0.9857 0.9988 0.0000 15.986 3.598 36 5 62 6
|
||||
5 0 0.9936 0.9988 0.0000 14.035 3.651 36 5 39 8 0.9870 0.9988 0.0000 15.661 3.607 36 5 62 6
|
||||
6 0 0.9952 0.9988 0.0000 13.399 3.606 36 5 27 5 0.9882 0.9988 0.0000 15.338 3.607 36 5 62 6
|
||||
7 0 0.9932 0.9988 0.0000 12.940 3.566 36 5 18 8 0.9888 0.9988 0.0000 15.038 3.602 36 5 62 6
|
||||
8 0 0.9958 0.9988 0.0000 11.951 3.471 36 5 9 3 0.9896 0.9988 0.0000 14.695 3.587 36 5 62 6
|
||||
9 0 0.9960 0.9988 0.0000 10.903 3.304 36 5 21 6 0.9902 0.9988 0.0000 14.316 3.559 36 5 62 6
|
||||
|
|
|
|||
|
|
@ -14,16 +14,16 @@ 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 85.
|
||||
no random number seed specfied; using 227.
|
||||
creating initial population(s):
|
||||
7315 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7344 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -38,13 +38,13 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 7.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -52,19 +52,3 @@ no checkpointing will be done.
|
|||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s 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. (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.
|
||||
|
|
|
|||
|
|
@ -1,24 +1,21 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 16
|
||||
nodes: 30
|
||||
generation: 1
|
||||
nodes: 20
|
||||
depth: 7
|
||||
hits: 914
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
TREE-equ:
|
||||
y = log(((((major / convex) / extent) / (exp(major) + (extent + extent))) / (exp((minor + perimeter)) - ((area + ((eccentricity + extent) + eccentricity)) / (extent + extent)))))
|
||||
y = log((exp(log((0.70516 - eccentricity))) + ((log(perimeter) / (major + major)) + log(log(log((area + minor)))))))
|
||||
|
|
|
|||
|
|
@ -1,18 +1,15 @@
|
|||
Hits: 2560, Total Size: 2810, Percent Hit: 91.103203
|
||||
CC: 985
|
||||
CO: 162
|
||||
OO: 1575
|
||||
OC: 88
|
||||
Fitness: 0.998907
|
||||
Hits: 914
|
||||
Hits: 2192, Total Size: 2810, Percent Hit: 78.007117
|
||||
CC: 1087
|
||||
CO: 39
|
||||
OO: 1105
|
||||
OC: 579
|
||||
Fitness: 0.998758
|
||||
Hits: 804
|
||||
|
||||
|
||||
y = log(((((major / convex) / extent) / (exp(major) + (extent + extent))) / (exp((minor + perimeter)) - ((area + ((eccentricity + extent) + eccentricity)) / (extent + extent)))))
|
||||
y = log((exp(log((0.70516 - eccentricity))) + ((log(perimeter) / (major + major)) + log(log(log((area + minor)))))))
|
||||
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
|
|
|
|||
|
|
@ -1,559 +1,98 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
nodes: 5
|
||||
depth: 2
|
||||
hits: 752
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 752
|
||||
raw fitness: 752.0000
|
||||
standardized fitness: 752.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(- eccentricity
|
||||
(+ 0.19491 0.70030))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 20
|
||||
depth: 7
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 20
|
||||
depth: 7
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 20
|
||||
depth: 7
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 16
|
||||
nodes: 30
|
||||
generation: 1
|
||||
nodes: 20
|
||||
depth: 7
|
||||
hits: 914
|
||||
hits: 804
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 804
|
||||
raw fitness: 804.0000
|
||||
standardized fitness: 804.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 20
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 21
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 22
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 23
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 24
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (+ (exp (log (- 0.70516 eccentricity)))
|
||||
(+ (/ (log perimeter)
|
||||
(+ major major))
|
||||
(log (log (log (+ area minor)))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,26 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9544 0.9989 0.0000 18.677 3.452 25 5 54 6 0.9544 0.9989 0.0000 18.677 3.452 25 5 54 6
|
||||
1 0 0.9911 0.9989 0.0000 16.926 3.556 25 5 51 7 0.9727 0.9989 0.0000 17.802 3.504 25 5 54 6
|
||||
2 0 0.9913 0.9989 0.0000 15.620 3.562 25 5 19 4 0.9789 0.9989 0.0000 17.074 3.523 25 5 54 6
|
||||
3 0 0.9924 0.9989 0.0000 14.647 3.527 25 5 20 6 0.9823 0.9989 0.0000 16.468 3.524 25 5 54 6
|
||||
4 0 0.9932 0.9989 0.0000 13.656 3.527 25 5 24 8 0.9844 0.9989 0.0000 15.905 3.525 25 5 54 6
|
||||
5 0 0.9922 0.9989 0.0000 12.585 3.411 25 5 17 7 0.9857 0.9989 0.0000 15.352 3.506 25 5 54 6
|
||||
6 0 0.9942 0.9989 0.0000 12.082 3.376 25 5 23 7 0.9869 0.9989 0.0000 14.885 3.487 25 5 54 6
|
||||
7 0 0.9966 0.9989 0.0000 11.290 3.241 25 5 16 7 0.9881 0.9989 0.0000 14.435 3.457 25 5 54 6
|
||||
8 0 0.9962 0.9989 0.0000 10.695 3.173 25 5 27 7 0.9890 0.9989 0.0000 14.020 3.425 25 5 54 6
|
||||
9 0 0.9954 0.9989 0.0000 10.256 3.133 25 5 14 7 0.9897 0.9989 0.0000 13.643 3.396 25 5 54 6
|
||||
10 0 0.9950 0.9989 0.0000 9.837 3.070 25 5 28 11 0.9902 0.9989 0.0000 13.297 3.366 25 5 54 6
|
||||
11 0 0.9954 0.9989 0.0000 9.857 3.102 26 5 69 9 0.9906 0.9989 0.0000 13.011 3.344 26 5 54 6
|
||||
12 0 0.9952 0.9989 0.0000 9.325 3.036 26 5 28 8 0.9909 0.9989 0.0000 12.727 3.321 26 5 54 6
|
||||
13 0 0.9964 0.9989 0.0000 9.053 2.962 26 5 9 4 0.9913 0.9989 0.0000 12.465 3.295 26 5 54 6
|
||||
14 0 0.9963 0.9989 0.0000 8.767 2.902 26 5 28 7 0.9917 0.9989 0.0000 12.218 3.269 26 5 54 6
|
||||
15 0 0.9964 0.9989 0.0000 8.226 2.747 26 5 27 7 0.9920 0.9989 0.0000 11.969 3.236 26 5 54 6
|
||||
16 0 0.9956 0.9989 0.0000 7.952 2.697 30 7 66 8 0.9922 0.9989 0.0000 11.732 3.204 30 7 54 6
|
||||
17 0 0.9970 0.9989 0.0000 7.859 2.657 30 7 26 9 0.9924 0.9989 0.0000 11.517 3.174 30 7 54 6
|
||||
18 0 0.9966 0.9989 0.0000 7.538 2.584 30 7 27 13 0.9926 0.9989 0.0000 11.308 3.143 30 7 54 6
|
||||
19 0 0.9968 0.9989 0.0000 7.339 2.545 30 7 42 11 0.9929 0.9989 0.0000 11.109 3.113 30 7 54 6
|
||||
20 0 0.9976 0.9989 0.0000 7.103 2.487 30 7 10 4 0.9931 0.9989 0.0000 10.919 3.083 30 7 54 6
|
||||
21 0 0.9972 0.9989 0.0000 6.771 2.414 30 7 22 7 0.9933 0.9989 0.0000 10.730 3.053 30 7 54 6
|
||||
22 0 0.9966 0.9989 0.0000 6.265 2.264 30 7 43 10 0.9934 0.9989 0.0000 10.536 3.019 30 7 54 6
|
||||
23 0 0.9976 0.9989 0.0000 5.982 2.202 30 7 25 7 0.9936 0.9989 0.0000 10.346 2.985 30 7 54 6
|
||||
24 0 0.9970 0.9989 0.0000 5.766 2.154 30 7 9 4 0.9937 0.9989 0.0000 10.163 2.951 30 7 54 6
|
||||
0 0 0.9543 0.9987 0.0000 18.694 3.493 5 2 27 5 0.9543 0.9987 0.0000 18.694 3.493 5 2 27 5
|
||||
1 0 0.9902 0.9988 0.0000 16.288 3.508 20 7 71 8 0.9723 0.9988 0.0000 17.491 3.501 20 7 27 5
|
||||
2 0 0.9912 0.9988 0.0000 15.556 3.552 20 7 70 6 0.9786 0.9988 0.0000 16.846 3.518 20 7 27 5
|
||||
3 0 0.9949 0.9988 0.0000 14.758 3.566 20 7 14 6 0.9827 0.9988 0.0000 16.324 3.530 20 7 27 5
|
||||
4 0 0.9926 0.9988 0.0000 13.501 3.470 20 7 49 7 0.9847 0.9988 0.0000 15.759 3.518 20 7 27 5
|
||||
|
|
|
|||
|
|
@ -14,87 +14,26 @@ 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 216.
|
||||
no random number seed specfied; using 102.
|
||||
creating initial population(s):
|
||||
7390 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7434 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
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. (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. (0s 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. (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. (0s 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. (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.
|
||||
|
|
|
|||
|
|
@ -1,27 +1,26 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 2
|
||||
nodes: 37
|
||||
depth: 6
|
||||
hits: 796
|
||||
generation: 34
|
||||
nodes: 28
|
||||
depth: 7
|
||||
hits: 909
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 909
|
||||
raw fitness: 909.0000
|
||||
standardized fitness: 909.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(* (/ 0.94014
|
||||
(* (* minor
|
||||
(exp (+ major minor)))
|
||||
(- (exp extent)
|
||||
(* perimeter
|
||||
(log (exp major))))))
|
||||
(* (/ (+ extent
|
||||
(/ perimeter major))
|
||||
(exp perimeter)) eccentricity))
|
||||
TREE-equ:
|
||||
y = (log(exp(log(((convex / perimeter) - (extent - -0.49143))))) / ((((extent + perimeter) - (convex * extent)) * (exp(eccentricity) + exp(major))) * (((major - 0.27873) + exp(minor)) * (exp(perimeter) * log(perimeter)))))
|
||||
y = ((0.94014 / ((minor * exp((major + minor))) * (exp(extent) - (perimeter * log(exp(major)))))) * (((extent + (perimeter / major)) / exp(perimeter)) * eccentricity))
|
||||
|
|
|
|||
|
|
@ -1,21 +1,20 @@
|
|||
Hits: 2151, Total Size: 2810, Percent Hit: 76.548043
|
||||
CC: 1129
|
||||
CO: 14
|
||||
OO: 1022
|
||||
OC: 645
|
||||
Fitness: 0.998745
|
||||
Hits: 796
|
||||
Hits: 2556, Total Size: 2810, Percent Hit: 90.960854
|
||||
CC: 1048
|
||||
CO: 89
|
||||
OO: 1508
|
||||
OC: 165
|
||||
Fitness: 0.998901
|
||||
Hits: 909
|
||||
|
||||
|
||||
y = (log(exp(log(((convex / perimeter) - (extent - -0.49143))))) / ((((extent + perimeter) - (convex * extent)) * (exp(eccentricity) + exp(major))) * (((major - 0.27873) + exp(minor)) * (exp(perimeter) * log(perimeter)))))
|
||||
y = ((0.94014 / ((minor * exp((major + minor))) * (exp(extent) - (perimeter * log(exp(major)))))) * (((extent + (perimeter / major)) / exp(perimeter)) * eccentricity))
|
||||
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(* (/ 0.94014
|
||||
(* (* minor
|
||||
(exp (+ major minor)))
|
||||
(- (exp extent)
|
||||
(* perimeter
|
||||
(log (exp major))))))
|
||||
(* (/ (+ extent
|
||||
(/ perimeter major))
|
||||
(exp perimeter)) eccentricity))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,53 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9574 0.9987 0.0000 18.400 3.472 4 2 57 6 0.9574 0.9987 0.0000 18.400 3.472 4 2 57 6
|
||||
1 0 0.9930 0.9987 0.0000 16.793 3.566 4 2 33 6 0.9752 0.9987 0.0000 17.597 3.519 4 2 57 6
|
||||
2 0 0.9920 0.9987 0.0000 15.928 3.629 37 6 33 6 0.9808 0.9987 0.0000 17.040 3.556 37 6 57 6
|
||||
3 0 0.9934 0.9987 0.0000 15.223 3.659 37 6 43 6 0.9839 0.9987 0.0000 16.586 3.582 37 6 57 6
|
||||
4 0 0.9922 0.9987 0.0000 14.665 3.675 37 6 100 10 0.9856 0.9987 0.0000 16.202 3.600 37 6 57 6
|
||||
0 0 0.9591 0.9986 0.0000 18.471 3.452 13 3 5 2 0.9591 0.9986 0.0000 18.471 3.452 13 3 5 2
|
||||
1 0 0.9931 0.9989 0.0000 16.544 3.576 52 6 68 7 0.9761 0.9989 0.0000 17.507 3.514 52 6 5 2
|
||||
2 0 0.9915 0.9989 0.0000 15.505 3.627 52 6 32 6 0.9812 0.9989 0.0000 16.840 3.552 52 6 5 2
|
||||
3 0 0.9921 0.9989 0.0000 14.827 3.606 52 6 34 6 0.9840 0.9989 0.0000 16.337 3.565 52 6 5 2
|
||||
4 0 0.9928 0.9989 0.0000 14.387 3.616 52 6 37 8 0.9857 0.9989 0.0000 15.947 3.575 52 6 5 2
|
||||
5 0 0.9937 0.9989 0.0000 13.796 3.575 52 6 26 8 0.9870 0.9989 0.0000 15.588 3.575 52 6 5 2
|
||||
6 0 0.9936 0.9989 0.0000 12.570 3.438 52 6 22 4 0.9880 0.9989 0.0000 15.157 3.556 52 6 5 2
|
||||
7 0 0.9953 0.9989 0.0000 11.899 3.376 53 7 84 8 0.9889 0.9989 0.0000 14.750 3.533 53 7 5 2
|
||||
8 0 0.9944 0.9989 0.0000 10.965 3.257 53 7 32 7 0.9895 0.9989 0.0000 14.329 3.503 53 7 5 2
|
||||
9 0 0.9950 0.9989 0.0000 10.898 3.306 44 6 19 7 0.9901 0.9989 0.0000 13.986 3.483 44 6 5 2
|
||||
10 0 0.9962 0.9989 0.0000 10.086 3.197 54 7 5 2 0.9906 0.9989 0.0000 13.632 3.457 54 7 5 2
|
||||
11 0 0.9960 0.9989 0.0000 9.795 3.151 54 7 66 9 0.9911 0.9989 0.0000 13.312 3.431 54 7 5 2
|
||||
12 0 0.9962 0.9989 0.0000 9.350 3.093 54 7 7 4 0.9915 0.9989 0.0000 13.007 3.405 54 7 5 2
|
||||
13 0 0.9964 0.9989 0.0000 8.905 2.971 54 7 75 11 0.9918 0.9989 0.0000 12.714 3.374 54 7 5 2
|
||||
14 0 0.9973 0.9989 0.0000 8.612 2.859 54 7 11 4 0.9922 0.9989 0.0000 12.441 3.340 54 7 5 2
|
||||
15 0 0.9975 0.9989 0.0000 8.615 2.820 53 7 19 6 0.9925 0.9989 0.0000 12.202 3.308 53 7 5 2
|
||||
16 0 0.9966 0.9989 0.0000 7.980 2.667 53 7 37 9 0.9928 0.9989 0.0000 11.953 3.270 53 7 5 2
|
||||
17 0 0.9978 0.9989 0.0000 7.580 2.573 53 7 28 8 0.9930 0.9989 0.0000 11.710 3.231 53 7 5 2
|
||||
18 0 0.9974 0.9989 0.0000 7.419 2.576 53 7 6 3 0.9933 0.9989 0.0000 11.484 3.197 53 7 5 2
|
||||
19 0 0.9972 0.9989 0.0000 7.199 2.542 53 7 32 12 0.9935 0.9989 0.0000 11.270 3.164 53 7 5 2
|
||||
20 0 0.9960 0.9989 0.0000 6.991 2.507 53 7 30 8 0.9936 0.9989 0.0000 11.066 3.133 53 7 5 2
|
||||
21 0 0.9974 0.9989 0.0000 7.058 2.495 53 7 37 9 0.9938 0.9989 0.0000 10.884 3.104 53 7 5 2
|
||||
22 0 0.9968 0.9989 0.0000 6.928 2.485 53 7 9 3 0.9939 0.9989 0.0000 10.712 3.077 53 7 5 2
|
||||
23 0 0.9964 0.9989 0.0000 6.861 2.455 53 7 17 6 0.9940 0.9989 0.0000 10.552 3.051 53 7 5 2
|
||||
24 0 0.9978 0.9989 0.0000 6.627 2.403 53 7 26 8 0.9941 0.9989 0.0000 10.395 3.025 53 7 5 2
|
||||
25 0 0.9972 0.9989 0.0000 6.415 2.338 53 7 8 4 0.9943 0.9989 0.0000 10.242 2.999 53 7 5 2
|
||||
26 0 0.9976 0.9989 0.0000 6.200 2.281 53 7 23 6 0.9944 0.9989 0.0000 10.092 2.972 53 7 5 2
|
||||
27 0 0.9980 0.9989 0.9975 5.887 2.191 53 7 7 3 0.9945 0.9989 0.0000 9.942 2.944 53 7 5 2
|
||||
28 0 0.9978 0.9989 0.0000 5.683 2.132 53 7 34 8 0.9946 0.9989 0.0000 9.795 2.916 53 7 5 2
|
||||
29 0 0.9968 0.9989 0.0000 5.491 2.064 53 7 9 4 0.9947 0.9989 0.0000 9.652 2.888 53 7 5 2
|
||||
30 0 0.9978 0.9989 0.0000 5.315 2.008 53 7 22 5 0.9948 0.9989 0.0000 9.512 2.859 53 7 5 2
|
||||
31 0 0.9970 0.9989 0.0000 5.237 1.984 53 7 9 4 0.9949 0.9989 0.0000 9.378 2.832 53 7 5 2
|
||||
32 0 0.9974 0.9989 0.0000 5.296 2.008 53 7 16 5 0.9949 0.9989 0.0000 9.254 2.807 53 7 5 2
|
||||
33 0 0.9974 0.9989 0.0000 5.157 1.949 53 7 25 10 0.9950 0.9989 0.0000 9.134 2.782 53 7 5 2
|
||||
34 0 0.9976 0.9989 0.0000 5.190 1.947 28 7 11 4 0.9951 0.9989 0.0000 9.021 2.758 28 7 5 2
|
||||
35 0 0.9980 0.9989 0.9976 5.014 1.888 28 7 13 5 0.9952 0.9989 0.0000 8.910 2.734 28 7 5 2
|
||||
36 0 0.9976 0.9989 0.0000 4.879 1.857 28 7 9 4 0.9952 0.9989 0.0000 8.801 2.710 28 7 5 2
|
||||
37 0 0.9974 0.9989 0.0000 4.666 1.788 28 7 9 5 0.9953 0.9989 0.0000 8.692 2.686 28 7 5 2
|
||||
38 0 0.9978 0.9989 0.0000 4.613 1.763 28 7 10 4 0.9954 0.9989 0.0000 8.587 2.662 28 7 5 2
|
||||
39 0 0.9972 0.9989 0.0000 4.623 1.775 28 7 27 7 0.9954 0.9989 0.0000 8.488 2.640 28 7 5 2
|
||||
40 0 0.9978 0.9989 0.0000 4.724 1.818 28 7 23 6 0.9955 0.9989 0.0000 8.397 2.620 28 7 5 2
|
||||
41 0 0.9974 0.9989 0.0000 4.688 1.803 28 7 6 3 0.9955 0.9989 0.0000 8.308 2.600 28 7 5 2
|
||||
42 0 0.9980 0.9989 0.9976 4.692 1.809 28 7 4 2 0.9956 0.9989 0.0000 8.224 2.582 28 7 5 2
|
||||
43 0 0.9980 0.9989 0.9970 4.653 1.796 28 7 13 5 0.9956 0.9989 0.0000 8.143 2.564 28 7 5 2
|
||||
44 0 0.9974 0.9989 0.0000 4.622 1.769 28 7 15 4 0.9957 0.9989 0.0000 8.065 2.546 28 7 5 2
|
||||
45 0 0.9978 0.9989 0.0000 4.622 1.776 28 7 14 5 0.9957 0.9989 0.0000 7.990 2.530 28 7 5 2
|
||||
46 0 0.9972 0.9989 0.0000 4.672 1.796 28 7 11 5 0.9957 0.9989 0.0000 7.919 2.514 28 7 5 2
|
||||
47 0 0.9976 0.9989 0.0000 4.618 1.793 28 7 23 7 0.9958 0.9989 0.0000 7.851 2.499 28 7 5 2
|
||||
48 0 0.9975 0.9989 0.0000 4.553 1.760 28 7 19 6 0.9958 0.9989 0.0000 7.783 2.484 28 7 5 2
|
||||
49 0 0.9972 0.9989 0.0000 4.678 1.819 28 7 11 5 0.9958 0.9989 0.0000 7.721 2.471 28 7 5 2
|
||||
50 0 0.9972 0.9989 0.0000 4.694 1.838 28 7 11 4 0.9959 0.9989 0.0000 7.662 2.458 28 7 5 2
|
||||
51 0 0.9972 0.9989 0.0000 4.660 1.816 28 7 17 8 0.9959 0.9989 0.0000 7.604 2.446 28 7 5 2
|
||||
|
|
|
|||
|
|
@ -14,9 +14,9 @@ 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 4422.
|
||||
no random number seed specfied; using 1873.
|
||||
creating initial population(s):
|
||||
7211 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7213 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
|
|
@ -26,15 +26,180 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
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. (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. (0s 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. (0s 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. (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. (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. (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. (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. (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. (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: 62989999
|
||||
freed: 62941999
|
||||
not freed: 48000
|
||||
max allocated: 2545167
|
||||
malloc'ed blocks: 925350
|
||||
realloc'ed blocks: 8
|
||||
free'ed blocks: 925344
|
||||
|
||||
------- time -------
|
||||
overall: 6s wall
|
||||
evaluation: 6s wall
|
||||
breeding: 0s wall
|
||||
|
||||
------- generation spaces -------
|
||||
space 0 size: 200
|
||||
space 1 size: 100
|
||||
|
||||
------- ephemeral random constants -------
|
||||
used: 23680
|
||||
freed: 23680
|
||||
allocated: 6000
|
||||
blocks: 11
|
||||
|
|
|
|||
|
|
@ -1,22 +1,24 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
TREE-equ:
|
||||
y = (((log(-0.52450) * log(minor)) * exp(log(eccentricity))) / exp((perimeter - ((area * -0.02148) + eccentricity))))
|
||||
y = (((log(extent) / exp(major)) * log(exp(eccentricity))) / (exp((perimeter + minor)) - ((minor * extent) - (log((convex - convex)) - (eccentricity / minor)))))
|
||||
|
|
|
|||
|
|
@ -1,16 +1,18 @@
|
|||
Hits: 2398, Total Size: 2810, Percent Hit: 85.338078
|
||||
CC: 1056
|
||||
CO: 61
|
||||
OO: 1342
|
||||
OC: 351
|
||||
Fitness: 0.998844
|
||||
Hits: 864
|
||||
Hits: 2566, Total Size: 2810, Percent Hit: 91.316726
|
||||
CC: 972
|
||||
CO: 167
|
||||
OO: 1594
|
||||
OC: 77
|
||||
Fitness: 0.998899
|
||||
Hits: 907
|
||||
|
||||
|
||||
y = (((log(-0.52450) * log(minor)) * exp(log(eccentricity))) / exp((perimeter - ((area * -0.02148) + eccentricity))))
|
||||
y = (((log(extent) / exp(major)) * log(exp(eccentricity))) / (exp((perimeter + minor)) - ((minor * extent) - (log((convex - convex)) - (eccentricity / minor)))))
|
||||
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
|
|
|
|||
|
|
@ -1,229 +1,611 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 94
|
||||
nodes: 82
|
||||
depth: 6
|
||||
hits: 611
|
||||
hits: 776
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 611
|
||||
raw fitness: 611.0000
|
||||
standardized fitness: 611.0000
|
||||
adjusted fitness: 0.9984
|
||||
hits: 776
|
||||
raw fitness: 776.0000
|
||||
standardized fitness: 776.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(+ (+ (/ (log (+ (log major)
|
||||
(/ 0.66193 major)))
|
||||
(/ (+ (+ area eccentricity)
|
||||
(* perimeter eccentricity))
|
||||
(/ (- major major)
|
||||
(log perimeter))))
|
||||
(+ (/ (* (- minor eccentricity)
|
||||
(+ major -0.00849))
|
||||
(/ (/ 0.33991 major)
|
||||
(+ extent convex)))
|
||||
(/ (exp (/ perimeter eccentricity))
|
||||
(- (/ extent extent)
|
||||
(* minor minor)))))
|
||||
(* (* (+ (+ (/ convex minor)
|
||||
(- convex minor))
|
||||
(/ (- (log (* (+ (* perimeter major)
|
||||
(- major perimeter))
|
||||
(* (* perimeter eccentricity)
|
||||
(log eccentricity))))
|
||||
(/ (/ (* (/ perimeter convex)
|
||||
(- extent eccentricity))
|
||||
(/ (exp convex)
|
||||
(+ convex area)))
|
||||
(log (exp (- eccentricity area)))))
|
||||
(* (- (exp (+ (- minor major)
|
||||
(+ minor extent)))
|
||||
(/ (log (- eccentricity -0.82084))
|
||||
(+ (+ perimeter convex)
|
||||
(exp major)))
|
||||
(+ (- (/ minor extent)
|
||||
(/ extent minor))
|
||||
(* (/ 0.20455 minor)
|
||||
(exp perimeter))))
|
||||
(exp (- (- (log extent)
|
||||
(* perimeter 0.95055))
|
||||
(log (/ minor extent))))))
|
||||
(* minor extent))))
|
||||
(* (* (exp (exp 0.29386))
|
||||
(exp (exp extent)))
|
||||
(* (* (/ minor convex)
|
||||
(+ major perimeter))
|
||||
(+ (* convex -0.52672)
|
||||
(+ extent minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 0
|
||||
nodes: 82
|
||||
depth: 6
|
||||
hits: 776
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 776
|
||||
raw fitness: 776.0000
|
||||
standardized fitness: 776.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (- (log (* (+ (* perimeter major)
|
||||
(- major perimeter))
|
||||
(* (* perimeter eccentricity)
|
||||
(log eccentricity))))
|
||||
(/ (/ (* (/ perimeter convex)
|
||||
(- extent eccentricity))
|
||||
(/ (exp convex)
|
||||
(+ convex area)))
|
||||
(log (exp (- eccentricity area)))))
|
||||
(* (- (exp (+ (- minor major)
|
||||
(+ minor extent)))
|
||||
(/ (log (- eccentricity -0.82084))
|
||||
(+ (+ perimeter convex)
|
||||
(* minor extent))))
|
||||
(* (* (exp (exp 0.29386))
|
||||
(exp (exp extent)))
|
||||
(* (* (/ minor convex)
|
||||
(+ major perimeter))
|
||||
(+ (* convex -0.52672)
|
||||
(+ extent minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 50
|
||||
depth: 6
|
||||
hits: 796
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(+ (- (log (* (log (* area major))
|
||||
(+ (log area)
|
||||
(log -0.91623))))
|
||||
(exp (exp (/ minor major))))
|
||||
(/ (log (* (+ (+ convex -0.58939)
|
||||
(exp major))
|
||||
(+ (/ perimeter area)
|
||||
(+ convex eccentricity))))
|
||||
(+ (- (/ (* major 0.43307)
|
||||
(log convex))
|
||||
(log (- area perimeter)))
|
||||
(log (log (exp convex))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 50
|
||||
depth: 6
|
||||
hits: 796
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(+ (- (log (* (log (* area major))
|
||||
(+ (log area)
|
||||
(log -0.91623))))
|
||||
(exp (exp (/ minor major))))
|
||||
(/ (log (* (+ (+ convex -0.58939)
|
||||
(exp major))
|
||||
(+ (/ perimeter area)
|
||||
(+ convex eccentricity))))
|
||||
(+ (- (/ (* major 0.43307)
|
||||
(log convex))
|
||||
(log (- area perimeter)))
|
||||
(log (log (exp convex))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 20
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 21
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 22
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 23
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 24
|
||||
generation: 4
|
||||
nodes: 27
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (/ (log extent)
|
||||
(exp major))
|
||||
(log (exp eccentricity)))
|
||||
(- (exp (+ perimeter minor))
|
||||
(- (* minor extent)
|
||||
(- (log (- convex convex))
|
||||
(/ eccentricity minor)))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,11 +1,26 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9616 0.9984 0.0000 18.155 3.430 94 6 46 6 0.9616 0.9984 0.0000 18.155 3.430 94 6 46 6
|
||||
1 0 0.9897 0.9988 0.0000 16.369 3.521 18 5 61 6 0.9757 0.9988 0.0000 17.262 3.475 18 5 46 6
|
||||
2 0 0.9918 0.9988 0.0000 15.625 3.573 18 5 54 8 0.9811 0.9988 0.0000 16.716 3.508 18 5 46 6
|
||||
3 0 0.9942 0.9988 0.0000 14.325 3.505 18 5 71 9 0.9843 0.9988 0.0000 16.118 3.507 18 5 46 6
|
||||
4 0 0.9924 0.9988 0.0000 13.520 3.478 18 5 79 13 0.9860 0.9988 0.0000 15.599 3.501 18 5 46 6
|
||||
5 0 0.9926 0.9988 0.0000 12.868 3.432 18 5 30 9 0.9871 0.9988 0.0000 15.143 3.490 18 5 46 6
|
||||
6 0 0.9924 0.9988 0.0000 11.941 3.350 18 5 35 8 0.9878 0.9988 0.0000 14.686 3.470 18 5 46 6
|
||||
7 0 0.9942 0.9988 0.0000 11.702 3.350 18 5 56 8 0.9886 0.9988 0.0000 14.313 3.455 18 5 46 6
|
||||
8 0 0.9946 0.9988 0.0000 11.001 3.297 18 5 25 8 0.9893 0.9988 0.0000 13.945 3.437 18 5 46 6
|
||||
9 0 0.9958 0.9988 0.0000 10.537 3.226 18 5 7 3 0.9900 0.9988 0.0000 13.604 3.416 18 5 46 6
|
||||
0 0 0.9583 0.9987 0.0000 18.235 3.482 82 6 65 6 0.9583 0.9987 0.0000 18.235 3.482 82 6 65 6
|
||||
1 0 0.9892 0.9987 0.0000 16.389 3.551 82 6 54 6 0.9737 0.9987 0.0000 17.312 3.516 82 6 65 6
|
||||
2 0 0.9920 0.9987 0.0000 15.401 3.556 50 6 47 9 0.9798 0.9987 0.0000 16.675 3.530 50 6 65 6
|
||||
3 0 0.9926 0.9987 0.0000 14.369 3.552 50 6 63 7 0.9830 0.9987 0.0000 16.098 3.535 50 6 65 6
|
||||
4 0 0.9928 0.9989 0.0000 13.751 3.550 27 6 11 4 0.9850 0.9989 0.0000 15.629 3.538 27 6 65 6
|
||||
5 0 0.9930 0.9989 0.0000 13.130 3.507 27 6 98 6 0.9863 0.9989 0.0000 15.213 3.533 27 6 65 6
|
||||
6 0 0.9954 0.9989 0.0000 12.222 3.426 27 6 29 6 0.9876 0.9989 0.0000 14.785 3.518 27 6 65 6
|
||||
7 0 0.9956 0.9989 0.0000 11.335 3.316 27 6 52 9 0.9886 0.9989 0.0000 14.354 3.492 27 6 65 6
|
||||
8 0 0.9958 0.9989 0.0000 10.812 3.251 27 6 73 9 0.9894 0.9989 0.0000 13.960 3.466 27 6 65 6
|
||||
9 0 0.9957 0.9989 0.0000 10.366 3.205 27 6 38 7 0.9900 0.9989 0.0000 13.601 3.440 27 6 65 6
|
||||
10 0 0.9946 0.9989 0.0000 9.718 3.112 27 6 29 10 0.9904 0.9989 0.0000 13.248 3.410 27 6 65 6
|
||||
11 0 0.9954 0.9989 0.0000 9.150 2.986 27 6 30 9 0.9908 0.9989 0.0000 12.906 3.374 27 6 65 6
|
||||
12 0 0.9972 0.9989 0.0000 8.713 2.927 27 6 14 4 0.9913 0.9989 0.0000 12.584 3.340 27 6 65 6
|
||||
13 0 0.9964 0.9989 0.0000 8.291 2.821 27 6 16 5 0.9917 0.9989 0.0000 12.277 3.303 27 6 65 6
|
||||
14 0 0.9962 0.9989 0.0000 8.149 2.805 27 6 60 15 0.9920 0.9989 0.0000 12.002 3.270 27 6 65 6
|
||||
15 0 0.9956 0.9989 0.0000 7.698 2.722 27 6 14 5 0.9922 0.9989 0.0000 11.733 3.236 27 6 65 6
|
||||
16 0 0.9968 0.9989 0.0000 7.241 2.598 27 6 13 5 0.9925 0.9989 0.0000 11.469 3.198 27 6 65 6
|
||||
17 0 0.9960 0.9989 0.0000 7.036 2.548 27 6 19 7 0.9927 0.9989 0.0000 11.223 3.162 27 6 65 6
|
||||
18 0 0.9972 0.9989 0.0000 6.921 2.514 27 6 17 7 0.9929 0.9989 0.0000 10.996 3.128 27 6 65 6
|
||||
19 0 0.9972 0.9989 0.0000 6.626 2.452 27 6 11 5 0.9931 0.9989 0.0000 10.778 3.094 27 6 65 6
|
||||
20 0 0.9972 0.9989 0.0000 6.276 2.326 27 6 46 10 0.9933 0.9989 0.0000 10.563 3.058 27 6 65 6
|
||||
21 0 0.9976 0.9989 0.0000 6.041 2.260 27 6 35 14 0.9935 0.9989 0.0000 10.358 3.021 27 6 65 6
|
||||
22 0 0.9972 0.9989 0.0000 5.667 2.126 27 6 18 6 0.9937 0.9989 0.0000 10.154 2.982 27 6 65 6
|
||||
23 0 0.9968 0.9989 0.0000 5.488 2.079 27 6 9 3 0.9938 0.9989 0.0000 9.959 2.945 27 6 65 6
|
||||
24 0 0.9974 0.9989 0.0000 5.477 2.087 27 6 22 10 0.9940 0.9989 0.0000 9.780 2.910 27 6 65 6
|
||||
|
|
|
|||
|
|
@ -14,31 +14,31 @@ 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 148.
|
||||
no random number seed specfied; using 167.
|
||||
creating initial population(s):
|
||||
7433 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7373 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,9 +47,53 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
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. (0s 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. (0s 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. (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)
|
||||
|
|
|
|||
|
|
@ -1,20 +1,21 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
TREE-equ:
|
||||
y = log(log(log(log(((((extent / major) / (extent - convex)) - exp(log(major))) + major)))))
|
||||
y = (((major / convex) - (perimeter / 0.38274)) / exp((((0.90756 - minor) - (major + perimeter)) + -0.25489)))
|
||||
|
|
|
|||
|
|
@ -1,14 +1,15 @@
|
|||
Hits: 2431, Total Size: 2810, Percent Hit: 86.512456
|
||||
CC: 937
|
||||
CO: 189
|
||||
OO: 1494
|
||||
OC: 190
|
||||
Fitness: 0.998834
|
||||
Hits: 857
|
||||
Hits: 2574, Total Size: 2810, Percent Hit: 91.601423
|
||||
CC: 964
|
||||
CO: 164
|
||||
OO: 1610
|
||||
OC: 72
|
||||
Fitness: 0.998888
|
||||
Hits: 898
|
||||
|
||||
|
||||
y = log(log(log(log(((((extent / major) / (extent - convex)) - exp(log(major))) + major)))))
|
||||
y = (((major / convex) - (perimeter / 0.38274)) / exp((((0.90756 - minor) - (major + perimeter)) + -0.25489)))
|
||||
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
|
|
|
|||
|
|
@ -1,197 +1,406 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 24
|
||||
depth: 4
|
||||
hits: 741
|
||||
nodes: 38
|
||||
depth: 6
|
||||
hits: 837
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 741
|
||||
raw fitness: 741.0000
|
||||
standardized fitness: 741.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 837
|
||||
raw fitness: 837.0000
|
||||
standardized fitness: 837.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (- perimeter eccentricity))
|
||||
(* (- minor major)
|
||||
(exp -0.67101)))
|
||||
(/ (exp (+ perimeter major))
|
||||
(/ (/ eccentricity area)
|
||||
(- major minor))))
|
||||
(log (/ (* (* (/ (- minor perimeter)
|
||||
(exp perimeter))
|
||||
(+ (- perimeter major)
|
||||
(exp major)))
|
||||
(log (/ (+ area minor)
|
||||
(log area))))
|
||||
(exp (+ (/ (log extent)
|
||||
(/ minor perimeter))
|
||||
(- (+ area perimeter)
|
||||
(- area eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 765
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 765
|
||||
raw fitness: 765.0000
|
||||
standardized fitness: 765.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (exp (* (/ major convex)
|
||||
(+ eccentricity
|
||||
(log 0.37117))))
|
||||
(exp (/ (/ eccentricity perimeter)
|
||||
(- -0.58465 extent))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 765
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 765
|
||||
raw fitness: 765.0000
|
||||
standardized fitness: 765.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(- (exp (* (/ major convex)
|
||||
(+ eccentricity
|
||||
(log 0.37117))))
|
||||
(exp (/ (/ eccentricity perimeter)
|
||||
(- -0.58465 extent))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 898
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 898
|
||||
raw fitness: 898.0000
|
||||
standardized fitness: 898.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (/ major convex)
|
||||
(/ perimeter 0.38274))
|
||||
(exp (+ (- (- 0.90756 minor)
|
||||
(+ major perimeter)) -0.25489)))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,11 +1,21 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9556 0.9987 0.0000 18.551 3.490 24 4 14 5 0.9556 0.9987 0.0000 18.551 3.490 24 4 14 5
|
||||
1 0 0.9894 0.9987 0.0000 16.716 3.563 18 5 12 5 0.9725 0.9987 0.0000 17.634 3.526 18 5 14 5
|
||||
2 0 0.9936 0.9987 0.0000 15.718 3.595 18 5 63 6 0.9796 0.9987 0.0000 16.995 3.549 18 5 14 5
|
||||
3 0 0.9916 0.9988 0.0000 15.004 3.603 17 8 12 5 0.9826 0.9988 0.0000 16.498 3.563 17 8 14 5
|
||||
4 0 0.9938 0.9988 0.0000 14.030 3.537 17 8 29 6 0.9848 0.9988 0.0000 16.004 3.557 17 8 14 5
|
||||
5 0 0.9928 0.9988 0.0000 13.582 3.544 17 8 17 5 0.9862 0.9988 0.0000 15.600 3.555 17 8 14 5
|
||||
6 0 0.9940 0.9988 0.0000 13.179 3.541 17 8 16 5 0.9873 0.9988 0.0000 15.254 3.553 17 8 14 5
|
||||
7 0 0.9940 0.9988 0.0000 12.252 3.431 17 8 51 9 0.9881 0.9988 0.0000 14.879 3.538 17 8 14 5
|
||||
8 0 0.9964 0.9988 0.0000 11.740 3.347 17 8 17 5 0.9890 0.9988 0.0000 14.530 3.517 17 8 14 5
|
||||
9 0 0.9932 0.9988 0.0000 11.327 3.335 17 8 34 7 0.9895 0.9988 0.0000 14.210 3.499 17 8 14 5
|
||||
0 0 0.9569 0.9988 0.0000 18.146 3.469 38 6 71 6 0.9569 0.9988 0.0000 18.146 3.469 38 6 71 6
|
||||
1 0 0.9909 0.9989 0.0000 16.066 3.501 18 5 35 6 0.9739 0.9989 0.0000 17.106 3.485 18 5 71 6
|
||||
2 0 0.9907 0.9989 0.0000 15.615 3.619 18 5 73 6 0.9795 0.9989 0.0000 16.609 3.530 18 5 71 6
|
||||
3 0 0.9924 0.9989 0.0000 15.017 3.599 18 5 39 6 0.9827 0.9989 0.0000 16.211 3.547 18 5 71 6
|
||||
4 0 0.9926 0.9989 0.0000 14.146 3.563 18 5 16 6 0.9847 0.9989 0.0000 15.798 3.550 18 5 71 6
|
||||
5 0 0.9940 0.9989 0.0000 13.065 3.493 18 5 19 4 0.9863 0.9989 0.0000 15.343 3.541 18 5 71 6
|
||||
6 0 0.9938 0.9989 0.0000 12.255 3.408 18 5 49 17 0.9873 0.9989 0.0000 14.901 3.522 18 5 71 6
|
||||
7 0 0.9955 0.9989 0.0000 11.615 3.346 18 5 6 3 0.9884 0.9989 0.0000 14.491 3.500 18 5 71 6
|
||||
8 0 0.9950 0.9989 0.0000 10.945 3.207 18 5 20 6 0.9891 0.9989 0.0000 14.097 3.467 18 5 71 6
|
||||
9 0 0.9940 0.9989 0.0000 10.249 3.118 18 5 70 15 0.9896 0.9989 0.0000 13.712 3.432 18 5 71 6
|
||||
10 0 0.9960 0.9989 0.0000 9.670 3.061 18 5 26 6 0.9902 0.9989 0.0000 13.344 3.398 18 5 71 6
|
||||
11 0 0.9960 0.9989 0.0000 9.480 3.064 18 5 64 7 0.9907 0.9989 0.0000 13.022 3.371 18 5 71 6
|
||||
12 0 0.9962 0.9989 0.0000 9.149 3.018 18 5 13 6 0.9911 0.9989 0.0000 12.724 3.344 18 5 71 6
|
||||
13 0 0.9958 0.9989 0.0000 8.737 2.933 18 5 86 16 0.9914 0.9989 0.0000 12.440 3.314 18 5 71 6
|
||||
14 0 0.9970 0.9989 0.0000 8.356 2.872 18 5 32 12 0.9918 0.9989 0.0000 12.167 3.285 18 5 71 6
|
||||
15 0 0.9974 0.9989 0.0000 8.005 2.778 18 5 8 3 0.9922 0.9989 0.0000 11.907 3.253 18 5 71 6
|
||||
16 0 0.9972 0.9989 0.0000 7.846 2.710 18 5 32 8 0.9925 0.9989 0.0000 11.668 3.221 18 5 71 6
|
||||
17 0 0.9962 0.9989 0.0000 7.685 2.672 18 5 9 4 0.9927 0.9989 0.0000 11.447 3.191 18 5 71 6
|
||||
18 0 0.9970 0.9989 0.0000 7.606 2.668 18 5 19 7 0.9929 0.9989 0.0000 11.245 3.163 18 5 71 6
|
||||
19 0 0.9974 0.9989 0.0000 7.418 2.607 18 5 8 3 0.9931 0.9989 0.0000 11.054 3.135 18 5 71 6
|
||||
|
|
|
|||
|
|
@ -14,31 +14,31 @@ 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 438.
|
||||
no random number seed specfied; using 14.
|
||||
creating initial population(s):
|
||||
7392 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7396 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,9 +47,38 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
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. (0s 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. (0s 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)
|
||||
|
|
|
|||
|
|
@ -1,27 +1,26 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 11
|
||||
nodes: 44
|
||||
generation: 0
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 908
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
TREE-equ:
|
||||
y = log((((((area / area) / (0.74146 - minor)) / (exp(minor) * (convex / area))) / (exp((major + perimeter)) + eccentricity)) / ((((minor / perimeter) - 0.73904) + ((extent - eccentricity) - log(extent))) / exp(((minor - eccentricity) + (-0.77127 + eccentricity))))))
|
||||
y = ((((((extent / major) * (0.35602 - major)) * ((perimeter - area) / (area * major))) + log(exp((convex / area)))) * log((log(log(eccentricity)) * log(log(0.19952))))) / log(log(exp((log(major) - (-0.89115 + minor))))))
|
||||
|
|
|
|||
|
|
@ -1,21 +1,20 @@
|
|||
Hits: 2573, Total Size: 2810, Percent Hit: 91.565836
|
||||
CC: 970
|
||||
CO: 146
|
||||
OO: 1603
|
||||
OC: 91
|
||||
Fitness: 0.998900
|
||||
Hits: 908
|
||||
Hits: 2141, Total Size: 2810, Percent Hit: 76.192171
|
||||
CC: 1022
|
||||
CO: 110
|
||||
OO: 1119
|
||||
OC: 559
|
||||
Fitness: 0.998700
|
||||
Hits: 768
|
||||
|
||||
|
||||
y = log((((((area / area) / (0.74146 - minor)) / (exp(minor) * (convex / area))) / (exp((major + perimeter)) + eccentricity)) / ((((minor / perimeter) - 0.73904) + ((extent - eccentricity) - log(extent))) / exp(((minor - eccentricity) + (-0.77127 + eccentricity))))))
|
||||
y = ((((((extent / major) * (0.35602 - major)) * ((perimeter - area) / (area * major))) + log(exp((convex / area)))) * log((log(log(eccentricity)) * log(log(0.19952))))) / log(log(exp((log(major) - (-0.89115 + minor))))))
|
||||
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
|
|
|
|||
|
|
@ -1,549 +1,125 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 51
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 51
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 51
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 51
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 51
|
||||
nodes: 40
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 768
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 768
|
||||
raw fitness: 768.0000
|
||||
standardized fitness: 768.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 8
|
||||
nodes: 37
|
||||
depth: 6
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (* minor minor)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(+ perimeter extent))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 9
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(+ area convex)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor convex)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 9
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(+ area convex)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor convex)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (+ (* (* (/ extent major)
|
||||
(- 0.35602 major))
|
||||
(/ (- perimeter area)
|
||||
(* area major)))
|
||||
(log (exp (/ convex area))))
|
||||
(log (* (log (log eccentricity))
|
||||
(log (log 0.19952)))))
|
||||
(log (log (exp (- (log major)
|
||||
(+ -0.89115 minor))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,21 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9595 0.9989 0.0000 18.384 3.480 51 6 27 6 0.9595 0.9989 0.0000 18.384 3.480 51 6 27 6
|
||||
1 0 0.9922 0.9989 0.0000 16.763 3.549 51 6 37 5 0.9759 0.9989 0.0000 17.574 3.514 51 6 27 6
|
||||
2 0 0.9900 0.9989 0.0000 15.787 3.623 51 6 54 7 0.9806 0.9989 0.0000 16.978 3.551 51 6 27 6
|
||||
3 0 0.9930 0.9989 0.0000 15.105 3.612 51 6 22 7 0.9837 0.9989 0.0000 16.510 3.566 51 6 27 6
|
||||
4 0 0.9936 0.9989 0.0000 14.464 3.642 51 6 10 3 0.9857 0.9989 0.0000 16.101 3.581 51 6 27 6
|
||||
5 0 0.9934 0.9989 0.0000 14.071 3.646 51 6 15 6 0.9870 0.9989 0.0000 15.762 3.592 51 6 27 6
|
||||
6 0 0.9930 0.9989 0.0000 13.510 3.599 51 6 11 4 0.9878 0.9989 0.0000 15.441 3.593 51 6 27 6
|
||||
7 0 0.9934 0.9989 0.0000 13.118 3.521 51 6 13 4 0.9885 0.9989 0.0000 15.150 3.584 51 6 27 6
|
||||
8 0 0.9946 0.9989 0.0000 12.009 3.428 37 6 60 7 0.9892 0.9989 0.0000 14.801 3.567 37 6 27 6
|
||||
9 0 0.9948 0.9989 0.0000 11.640 3.427 51 6 23 5 0.9898 0.9989 0.0000 14.485 3.553 51 6 27 6
|
||||
10 0 0.9956 0.9989 0.0000 11.304 3.337 51 6 25 8 0.9903 0.9989 0.0000 14.196 3.533 51 6 27 6
|
||||
11 0 0.9961 0.9989 0.0000 10.588 3.241 44 6 17 5 0.9908 0.9989 0.0000 13.895 3.509 44 6 27 6
|
||||
12 0 0.9958 0.9989 0.0000 10.114 3.144 44 6 43 10 0.9912 0.9989 0.0000 13.604 3.481 44 6 27 6
|
||||
13 0 0.9966 0.9989 0.0000 9.939 3.093 44 6 25 7 0.9916 0.9989 0.0000 13.343 3.453 44 6 27 6
|
||||
14 0 0.9964 0.9989 0.0000 9.439 3.029 44 6 13 5 0.9919 0.9989 0.0000 13.082 3.425 44 6 27 6
|
||||
15 0 0.9952 0.9989 0.0000 8.764 2.913 44 6 35 6 0.9921 0.9989 0.0000 12.812 3.393 44 6 27 6
|
||||
16 0 0.9972 0.9989 0.0000 8.557 2.879 44 6 70 9 0.9924 0.9989 0.0000 12.562 3.362 44 6 27 6
|
||||
17 0 0.9970 0.9989 0.0000 7.868 2.722 44 6 10 5 0.9927 0.9989 0.0000 12.301 3.327 44 6 27 6
|
||||
18 0 0.9972 0.9989 0.0000 7.579 2.649 44 6 9 4 0.9929 0.9989 0.0000 12.053 3.291 44 6 27 6
|
||||
19 0 0.9976 0.9989 0.0000 7.291 2.605 44 6 15 6 0.9931 0.9989 0.0000 11.815 3.257 44 6 27 6
|
||||
0 0 0.9566 0.9987 0.0000 18.127 3.432 40 6 74 6 0.9566 0.9987 0.0000 18.127 3.432 40 6 74 6
|
||||
1 0 0.9927 0.9987 0.0000 15.888 3.465 40 6 25 4 0.9747 0.9987 0.0000 17.008 3.449 40 6 74 6
|
||||
2 0 0.9914 0.9987 0.0000 15.500 3.552 40 6 85 7 0.9802 0.9987 0.0000 16.505 3.483 40 6 74 6
|
||||
3 0 0.9914 0.9987 0.0000 15.047 3.601 40 6 12 4 0.9830 0.9987 0.0000 16.140 3.513 40 6 74 6
|
||||
4 0 0.9934 0.9987 0.0000 14.224 3.584 40 6 21 7 0.9851 0.9987 0.0000 15.757 3.527 40 6 74 6
|
||||
|
|
|
|||
|
|
@ -14,72 +14,26 @@ 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 1122.
|
||||
no random number seed specfied; using 234.
|
||||
creating initial population(s):
|
||||
7414 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7287 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
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. (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. (0s 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. (0s wall)
|
||||
breeding complete. (1s 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. (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. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 20.
|
||||
|
|
|
|||
|
|
@ -1,26 +1,20 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
TREE-equ:
|
||||
y = ((log(log((extent / eccentricity))) / (((eccentricity * perimeter) / (major - area)) / (extent - (convex * major)))) / exp((log((log(convex) - exp(major))) * (exp(extent) + log(log(perimeter))))))
|
||||
y = ((((perimeter / eccentricity) / log(0.92904)) + minor) - (((convex - major) * -0.62099) * eccentricity))
|
||||
|
|
|
|||
|
|
@ -1,20 +1,14 @@
|
|||
Hits: 2455, Total Size: 2810, Percent Hit: 87.366548
|
||||
CC: 1007
|
||||
CO: 133
|
||||
OO: 1448
|
||||
OC: 222
|
||||
Fitness: 0.998860
|
||||
Hits: 876
|
||||
Hits: 2451, Total Size: 2810, Percent Hit: 87.224199
|
||||
CC: 1076
|
||||
CO: 35
|
||||
OO: 1375
|
||||
OC: 324
|
||||
Fitness: 0.998886
|
||||
Hits: 897
|
||||
|
||||
|
||||
y = ((log(log((extent / eccentricity))) / (((eccentricity * perimeter) / (major - area)) / (extent - (convex * major)))) / exp((log((log(convex) - exp(major))) * (exp(extent) + log(log(perimeter))))))
|
||||
y = ((((perimeter / eccentricity) / log(0.92904)) + minor) - (((convex - major) * -0.62099) * eccentricity))
|
||||
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
|
|
|
|||
|
|
@ -1,340 +1,301 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
nodes: 82
|
||||
depth: 6
|
||||
hits: 652
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 652
|
||||
raw fitness: 652.0000
|
||||
standardized fitness: 652.0000
|
||||
adjusted fitness: 0.9985
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (* (* (/ (* (log area)
|
||||
(exp convex))
|
||||
(* (- eccentricity eccentricity)
|
||||
(/ major extent)))
|
||||
(+ (log (- eccentricity area))
|
||||
(- (log extent)
|
||||
(- minor 0.68564))))
|
||||
(+ (exp (/ (log eccentricity)
|
||||
(exp major)))
|
||||
(log (exp (* convex extent)))))
|
||||
(- (+ (- (+ (- eccentricity minor)
|
||||
(- area convex))
|
||||
(+ (+ extent perimeter)
|
||||
(log major)))
|
||||
(+ (+ (log perimeter)
|
||||
(/ area perimeter))
|
||||
(log (+ area area))))
|
||||
(* (exp (exp (+ extent 0.75158)))
|
||||
(* (- (exp extent)
|
||||
(log major))
|
||||
(log (- -0.50895 minor))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 794
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 794
|
||||
raw fitness: 794.0000
|
||||
standardized fitness: 794.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(+ (* convex -0.88906)
|
||||
(* convex eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 794
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 794
|
||||
raw fitness: 794.0000
|
||||
standardized fitness: 794.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(+ (* convex -0.88906)
|
||||
(* convex eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 16
|
||||
depth: 4
|
||||
hits: 897
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
hits: 897
|
||||
raw fitness: 897.0000
|
||||
standardized fitness: 897.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(- (+ (/ (/ perimeter eccentricity)
|
||||
(log 0.92904)) minor)
|
||||
(* (* (- convex major) -0.62099) eccentricity))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,16 +1,16 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9601 0.9988 0.0000 18.258 3.467 15 5 19 4 0.9601 0.9988 0.0000 18.258 3.467 15 5 19 4
|
||||
1 0 0.9916 0.9988 0.0000 16.160 3.511 15 5 75 6 0.9759 0.9988 0.0000 17.209 3.489 15 5 19 4
|
||||
2 0 0.9908 0.9988 0.0000 15.265 3.554 15 5 39 5 0.9808 0.9988 0.0000 16.561 3.511 15 5 19 4
|
||||
3 0 0.9918 0.9988 0.0000 14.444 3.489 15 5 27 6 0.9836 0.9988 0.0000 16.032 3.505 15 5 19 4
|
||||
4 0 0.9926 0.9988 0.0000 13.932 3.568 15 5 44 11 0.9854 0.9988 0.0000 15.612 3.518 15 5 19 4
|
||||
5 0 0.9934 0.9988 0.0000 13.181 3.505 15 5 8 4 0.9867 0.9988 0.0000 15.207 3.516 15 5 19 4
|
||||
6 0 0.9938 0.9988 0.0000 12.525 3.433 15 5 63 9 0.9877 0.9988 0.0000 14.824 3.504 15 5 19 4
|
||||
7 0 0.9951 0.9989 0.0000 11.529 3.308 34 6 41 7 0.9887 0.9989 0.0000 14.412 3.479 34 6 19 4
|
||||
8 0 0.9934 0.9989 0.0000 11.052 3.254 34 6 18 6 0.9892 0.9989 0.0000 14.039 3.454 34 6 19 4
|
||||
9 0 0.9956 0.9989 0.0000 10.684 3.224 34 6 14 7 0.9898 0.9989 0.0000 13.703 3.431 34 6 19 4
|
||||
10 0 0.9954 0.9989 0.0000 10.192 3.164 34 6 31 7 0.9903 0.9989 0.0000 13.384 3.407 34 6 19 4
|
||||
11 0 0.9954 0.9989 0.0000 9.905 3.079 34 6 45 15 0.9907 0.9989 0.0000 13.094 3.380 34 6 19 4
|
||||
12 0 0.9966 0.9989 0.0000 9.180 2.946 34 6 27 6 0.9912 0.9989 0.0000 12.793 3.346 34 6 19 4
|
||||
13 0 0.9960 0.9989 0.0000 8.647 2.847 34 6 29 11 0.9915 0.9989 0.0000 12.497 3.311 34 6 19 4
|
||||
14 0 0.9970 0.9989 0.0000 8.408 2.754 34 6 9 5 0.9919 0.9989 0.0000 12.224 3.273 34 6 19 4
|
||||
0 0 0.9584 0.9985 0.0000 18.277 3.472 82 6 73 6 0.9584 0.9985 0.0000 18.277 3.472 82 6 73 6
|
||||
1 0 0.9906 0.9987 0.0000 16.259 3.541 7 2 24 4 0.9745 0.9987 0.0000 17.268 3.507 7 2 73 6
|
||||
2 0 0.9911 0.9987 0.0000 15.499 3.622 7 2 9 3 0.9800 0.9987 0.0000 16.678 3.545 7 2 73 6
|
||||
3 0 0.9931 0.9989 0.0000 14.736 3.602 16 4 21 5 0.9833 0.9989 0.0000 16.193 3.559 16 4 73 6
|
||||
4 0 0.9944 0.9989 0.0000 14.311 3.594 16 4 57 8 0.9855 0.9989 0.0000 15.816 3.566 16 4 73 6
|
||||
5 0 0.9948 0.9989 0.0000 13.378 3.527 16 4 29 7 0.9871 0.9989 0.0000 15.410 3.560 16 4 73 6
|
||||
6 0 0.9942 0.9989 0.0000 12.849 3.501 16 4 40 10 0.9881 0.9989 0.0000 15.044 3.551 16 4 73 6
|
||||
7 0 0.9928 0.9989 0.0000 12.546 3.494 16 4 186 15 0.9887 0.9989 0.0000 14.732 3.544 16 4 73 6
|
||||
8 0 0.9952 0.9989 0.0000 12.100 3.407 16 4 15 4 0.9894 0.9989 0.0000 14.439 3.529 16 4 73 6
|
||||
9 0 0.9944 0.9989 0.0000 11.446 3.355 16 4 77 12 0.9899 0.9989 0.0000 14.140 3.511 16 4 73 6
|
||||
10 0 0.9954 0.9989 0.0000 10.507 3.247 16 4 26 8 0.9904 0.9989 0.0000 13.810 3.487 16 4 73 6
|
||||
11 0 0.9961 0.9989 0.0000 10.180 3.210 16 4 20 6 0.9909 0.9989 0.0000 13.507 3.464 16 4 73 6
|
||||
12 0 0.9951 0.9989 0.0000 9.744 3.139 16 4 28 12 0.9912 0.9989 0.0000 13.218 3.439 16 4 73 6
|
||||
13 0 0.9955 0.9989 0.0000 9.385 3.076 16 4 8 3 0.9915 0.9989 0.0000 12.944 3.413 16 4 73 6
|
||||
14 0 0.9966 0.9989 0.0000 9.268 3.033 16 4 13 5 0.9918 0.9989 0.0000 12.699 3.388 16 4 73 6
|
||||
|
|
|
|||
|
|
@ -14,31 +14,31 @@ 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 381.
|
||||
no random number seed specfied; using 1263.
|
||||
creating initial population(s):
|
||||
7350 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7299 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,13 +47,13 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 11.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -65,6 +65,5 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
|
|
|
|||
|
|
@ -1,21 +1,18 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 24
|
||||
nodes: 15
|
||||
depth: 6
|
||||
hits: 925
|
||||
generation: 5
|
||||
nodes: 6
|
||||
depth: 3
|
||||
hits: 884
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 925
|
||||
raw fitness: 925.0000
|
||||
standardized fitness: 925.0000
|
||||
hits: 884
|
||||
raw fitness: 884.0000
|
||||
standardized fitness: 884.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- -0.13137 major)
|
||||
(exp (+ perimeter
|
||||
(/ (exp -0.51393)
|
||||
(/ (/ minor major) major)))))
|
||||
(/ (exp (* -0.05646 convex)) -0.17739)
|
||||
TREE-equ:
|
||||
y = ((-0.13137 - major) / exp((perimeter + (exp(-0.51393) / ((minor / major) / major)))))
|
||||
y = (exp((-0.05646 * convex)) / -0.17739)
|
||||
|
|
|
|||
|
|
@ -1,15 +1,12 @@
|
|||
Hits: 2586, Total Size: 2810, Percent Hit: 92.028470
|
||||
CC: 1042
|
||||
CO: 83
|
||||
OO: 1544
|
||||
OC: 141
|
||||
Fitness: 0.998920
|
||||
Hits: 925
|
||||
Hits: 2470, Total Size: 2810, Percent Hit: 87.900356
|
||||
CC: 921
|
||||
CO: 194
|
||||
OO: 1549
|
||||
OC: 146
|
||||
Fitness: 0.998870
|
||||
Hits: 884
|
||||
|
||||
|
||||
y = ((-0.13137 - major) / exp((perimeter + (exp(-0.51393) / ((minor / major) / major)))))
|
||||
y = (exp((-0.05646 * convex)) / -0.17739)
|
||||
|
||||
(/ (- -0.13137 major)
|
||||
(exp (+ perimeter
|
||||
(/ (exp -0.51393)
|
||||
(/ (/ minor major) major)))))
|
||||
(/ (exp (* -0.05646 convex)) -0.17739)
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
|
|
@ -1,53 +1,16 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9516 0.9989 0.0000 18.463 3.482 19 6 72 6 0.9516 0.9989 0.0000 18.463 3.482 19 6 72 6
|
||||
1 0 0.9930 0.9989 0.0000 16.377 3.557 19 6 58 8 0.9723 0.9989 0.0000 17.420 3.520 19 6 72 6
|
||||
2 0 0.9904 0.9989 0.0000 16.083 3.681 19 6 51 9 0.9783 0.9989 0.0000 16.975 3.573 19 6 72 6
|
||||
3 0 0.9918 0.9989 0.0000 15.144 3.632 19 6 38 7 0.9817 0.9989 0.0000 16.517 3.588 19 6 72 6
|
||||
4 0 0.9934 0.9989 0.0000 14.320 3.644 19 6 16 5 0.9840 0.9989 0.0000 16.077 3.599 19 6 72 6
|
||||
5 0 0.9928 0.9989 0.0000 13.201 3.524 19 6 13 4 0.9855 0.9989 0.0000 15.598 3.587 19 6 72 6
|
||||
6 0 0.9952 0.9989 0.0000 12.451 3.479 19 6 21 8 0.9869 0.9989 0.0000 15.148 3.572 19 6 72 6
|
||||
7 0 0.9946 0.9989 0.0000 11.992 3.407 19 6 12 6 0.9879 0.9989 0.0000 14.754 3.551 19 6 72 6
|
||||
8 0 0.9952 0.9989 0.0000 11.288 3.305 19 6 21 6 0.9887 0.9989 0.0000 14.369 3.524 19 6 72 6
|
||||
9 0 0.9960 0.9989 0.0000 10.698 3.246 19 6 46 10 0.9894 0.9989 0.0000 14.002 3.496 19 6 72 6
|
||||
10 0 0.9969 0.9989 0.0000 10.367 3.205 19 6 39 5 0.9901 0.9989 0.0000 13.671 3.469 19 6 72 6
|
||||
11 0 0.9966 0.9989 0.0000 10.029 3.165 19 6 31 7 0.9906 0.9989 0.0000 13.368 3.444 19 6 72 6
|
||||
12 0 0.9957 0.9989 0.0000 9.278 3.029 19 6 11 5 0.9910 0.9989 0.0000 13.053 3.412 19 6 72 6
|
||||
13 0 0.9962 0.9989 0.0000 8.908 2.961 19 6 15 5 0.9914 0.9989 0.0000 12.757 3.380 19 6 72 6
|
||||
14 0 0.9956 0.9989 0.0000 8.630 2.867 19 6 38 7 0.9917 0.9989 0.0000 12.482 3.346 19 6 72 6
|
||||
15 0 0.9960 0.9989 0.0000 8.072 2.758 19 6 24 9 0.9920 0.9989 0.0000 12.206 3.309 19 6 72 6
|
||||
16 0 0.9974 0.9989 0.0000 7.755 2.698 19 6 43 8 0.9923 0.9989 0.0000 11.945 3.273 19 6 72 6
|
||||
17 0 0.9964 0.9989 0.0000 7.277 2.566 19 6 65 9 0.9925 0.9989 0.0000 11.685 3.234 19 6 72 6
|
||||
18 0 0.9972 0.9989 0.0000 7.123 2.533 19 6 9 3 0.9928 0.9989 0.0000 11.445 3.197 19 6 72 6
|
||||
19 0 0.9970 0.9989 0.0000 6.879 2.490 19 6 34 10 0.9930 0.9989 0.0000 11.217 3.162 19 6 72 6
|
||||
20 0 0.9968 0.9989 0.0000 6.673 2.455 19 6 17 7 0.9931 0.9989 0.0000 11.000 3.128 19 6 72 6
|
||||
21 0 0.9972 0.9989 0.0000 6.520 2.422 19 6 9 4 0.9933 0.9989 0.0000 10.797 3.096 19 6 72 6
|
||||
22 0 0.9970 0.9989 0.0000 6.267 2.359 19 6 67 12 0.9935 0.9989 0.0000 10.600 3.064 19 6 72 6
|
||||
23 0 0.9976 0.9989 0.0000 6.090 2.271 19 6 71 10 0.9937 0.9989 0.0000 10.412 3.031 19 6 72 6
|
||||
24 0 0.9974 0.9989 0.0000 6.052 2.264 15 6 13 4 0.9938 0.9989 0.0000 10.237 3.000 15 6 72 6
|
||||
25 0 0.9974 0.9989 0.0000 6.025 2.279 15 6 43 14 0.9940 0.9989 0.0000 10.075 2.972 15 6 72 6
|
||||
26 0 0.9966 0.9989 0.0000 5.760 2.192 15 6 10 5 0.9941 0.9989 0.0000 9.916 2.943 15 6 72 6
|
||||
27 0 0.9970 0.9989 0.0000 5.559 2.108 15 6 10 4 0.9942 0.9989 0.0000 9.760 2.914 15 6 72 6
|
||||
28 0 0.9970 0.9989 0.0000 5.421 2.068 15 6 8 4 0.9943 0.9989 0.0000 9.610 2.884 15 6 72 6
|
||||
29 0 0.9976 0.9989 0.0000 5.282 2.029 15 6 15 5 0.9944 0.9989 0.0000 9.466 2.856 15 6 72 6
|
||||
30 0 0.9974 0.9989 0.0000 5.218 2.000 15 6 9 4 0.9945 0.9989 0.0000 9.329 2.828 15 6 72 6
|
||||
31 0 0.9968 0.9989 0.0000 5.170 2.000 15 6 31 7 0.9945 0.9989 0.0000 9.199 2.802 15 6 72 6
|
||||
32 0 0.9976 0.9989 0.0000 5.090 1.983 15 6 12 4 0.9946 0.9989 0.0000 9.075 2.778 15 6 72 6
|
||||
33 0 0.9974 0.9989 0.0000 5.066 1.991 15 6 13 4 0.9947 0.9989 0.0000 8.957 2.754 15 6 72 6
|
||||
34 0 0.9972 0.9989 0.0000 5.098 2.016 15 6 8 3 0.9948 0.9989 0.0000 8.846 2.733 15 6 72 6
|
||||
35 0 0.9968 0.9989 0.0000 4.967 1.948 15 6 9 5 0.9948 0.9989 0.0000 8.739 2.712 15 6 72 6
|
||||
36 0 0.9980 0.9989 0.9976 4.897 1.929 15 6 5 3 0.9949 0.9989 0.0000 8.635 2.690 15 6 72 6
|
||||
37 0 0.9978 0.9989 0.0000 4.859 1.895 15 6 9 4 0.9950 0.9989 0.0000 8.535 2.669 15 6 72 6
|
||||
38 0 0.9972 0.9989 0.0000 4.892 1.903 15 6 11 4 0.9951 0.9989 0.0000 8.442 2.650 15 6 72 6
|
||||
39 0 0.9978 0.9989 0.0000 4.738 1.843 15 6 15 5 0.9951 0.9989 0.0000 8.349 2.630 15 6 72 6
|
||||
40 0 0.9970 0.9989 0.0000 4.624 1.801 15 6 15 4 0.9952 0.9989 0.0000 8.259 2.609 15 6 72 6
|
||||
41 0 0.9976 0.9989 0.0000 4.466 1.745 15 6 15 5 0.9952 0.9989 0.0000 8.168 2.589 15 6 72 6
|
||||
42 0 0.9978 0.9989 0.0000 4.358 1.697 15 6 15 7 0.9953 0.9989 0.0000 8.080 2.568 15 6 72 6
|
||||
43 0 0.9978 0.9989 0.0000 4.353 1.693 15 6 6 3 0.9954 0.9989 0.0000 7.995 2.548 15 6 72 6
|
||||
44 0 0.9978 0.9989 0.0000 4.258 1.659 15 6 12 5 0.9954 0.9989 0.0000 7.912 2.528 15 6 72 6
|
||||
45 0 0.9976 0.9989 0.0000 4.333 1.696 15 6 8 4 0.9955 0.9989 0.0000 7.834 2.510 15 6 72 6
|
||||
46 0 0.9978 0.9989 0.0000 4.330 1.698 15 6 11 4 0.9955 0.9989 0.0000 7.760 2.493 15 6 72 6
|
||||
47 0 0.9980 0.9989 0.9936 4.379 1.711 15 6 9 4 0.9956 0.9989 0.0000 7.689 2.477 15 6 72 6
|
||||
48 0 0.9972 0.9989 0.0000 4.407 1.719 15 6 5 2 0.9956 0.9989 0.0000 7.622 2.461 15 6 72 6
|
||||
49 0 0.9978 0.9989 0.0000 4.456 1.739 15 6 32 7 0.9956 0.9989 0.0000 7.559 2.447 15 6 72 6
|
||||
50 0 0.9972 0.9989 0.0000 4.539 1.768 15 6 8 4 0.9957 0.9989 0.0000 7.500 2.434 15 6 72 6
|
||||
51 0 0.9974 0.9989 0.0000 4.404 1.717 15 6 38 8 0.9957 0.9989 0.0000 7.440 2.420 15 6 72 6
|
||||
0 0 0.9585 0.9987 0.0000 18.132 3.453 28 5 39 5 0.9585 0.9987 0.0000 18.132 3.453 28 5 39 5
|
||||
1 0 0.9920 0.9988 0.0000 16.333 3.538 10 5 28 6 0.9753 0.9988 0.0000 17.233 3.495 10 5 39 5
|
||||
2 0 0.9916 0.9989 0.0000 15.584 3.627 27 6 20 5 0.9807 0.9989 0.0000 16.683 3.539 27 6 39 5
|
||||
3 0 0.9906 0.9989 0.0000 15.124 3.663 27 6 19 6 0.9832 0.9989 0.0000 16.293 3.570 27 6 39 5
|
||||
4 0 0.9916 0.9989 0.0000 14.333 3.666 27 6 59 8 0.9849 0.9989 0.0000 15.901 3.589 27 6 39 5
|
||||
5 0 0.9948 0.9989 0.0000 13.509 3.568 6 3 35 6 0.9866 0.9989 0.0000 15.503 3.586 6 3 39 5
|
||||
6 0 0.9946 0.9989 0.0000 13.296 3.546 6 3 45 10 0.9877 0.9989 0.0000 15.187 3.580 6 3 39 5
|
||||
7 0 0.9934 0.9989 0.0000 12.656 3.469 6 3 11 5 0.9884 0.9989 0.0000 14.871 3.566 6 3 39 5
|
||||
8 0 0.9950 0.9989 0.0000 11.718 3.368 6 3 20 5 0.9892 0.9989 0.0000 14.521 3.544 6 3 39 5
|
||||
9 0 0.9956 0.9989 0.0000 11.079 3.288 6 3 81 8 0.9898 0.9989 0.0000 14.177 3.519 6 3 39 5
|
||||
10 0 0.9950 0.9989 0.0000 10.440 3.217 6 3 27 6 0.9903 0.9989 0.0000 13.837 3.491 6 3 39 5
|
||||
11 0 0.9966 0.9989 0.0000 10.119 3.194 6 3 51 10 0.9908 0.9989 0.0000 13.527 3.466 6 3 39 5
|
||||
12 0 0.9958 0.9989 0.0000 9.763 3.138 6 3 64 10 0.9912 0.9989 0.0000 13.238 3.441 6 3 39 5
|
||||
13 0 0.9962 0.9989 0.0000 9.215 3.030 6 3 11 4 0.9916 0.9989 0.0000 12.950 3.412 6 3 39 5
|
||||
14 0 0.9960 0.9989 0.0000 8.912 2.960 6 3 28 6 0.9919 0.9989 0.0000 12.681 3.382 6 3 39 5
|
||||
|
|
|
|||
|
|
@ -14,32 +14,32 @@ 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 3510.
|
||||
no random number seed specfied; using 315.
|
||||
creating initial population(s):
|
||||
7422 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7368 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)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
breeding complete. (1s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
|
|
@ -47,13 +47,13 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 11.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -65,141 +65,5 @@ no checkpointing will be done.
|
|||
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. (0s 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. (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. (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. (0s 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. (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. (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. (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. (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. (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. (0s wall)
|
||||
|
||||
SYSTEM STATISTICS
|
||||
|
||||
------- memory -------
|
||||
allocated: 62295770
|
||||
freed: 62247770
|
||||
not freed: 48000
|
||||
max allocated: 2538431
|
||||
malloc'ed blocks: 926496
|
||||
realloc'ed blocks: 8
|
||||
free'ed blocks: 926490
|
||||
|
||||
------- time -------
|
||||
overall: 7s wall
|
||||
evaluation: 7s wall
|
||||
breeding: 0s wall
|
||||
|
||||
------- generation spaces -------
|
||||
space 0 size: 200
|
||||
space 1 size: 100
|
||||
|
||||
------- ephemeral random constants -------
|
||||
used: 24004
|
||||
freed: 24004
|
||||
allocated: 6000
|
||||
blocks: 11
|
||||
|
|
|
|||
|
|
@ -37,6 +37,10 @@ enum class packet_id : blt::u8
|
|||
EXECUTE_RUN, // Server -> Client NumOfRuns
|
||||
CHILD_FIT, // Client -> Server Fitness of Child
|
||||
PRUNE, // Server -> Client NONE, Child should terminate
|
||||
// avg fitness, best fitness, avg tree size
|
||||
AVG_FIT, // Client -> Server Average Fitness, gen #
|
||||
BEST_FIT, // Client -> Server Best fitness, gen #
|
||||
AVG_TREE, // Client -> Server Avg Tree Size, gen #
|
||||
};
|
||||
|
||||
struct packet_t
|
||||
|
|
@ -46,7 +50,10 @@ struct packet_t
|
|||
union
|
||||
{
|
||||
double fitness;
|
||||
blt::i32 numOfGens;
|
||||
struct {
|
||||
blt::i32 numOfGens;
|
||||
blt::i32 generation;
|
||||
};
|
||||
};
|
||||
};
|
||||
|
||||
|
|
|
|||
|
|
@ -175,9 +175,12 @@ void run_gp(multipop* mpop, int startgen,
|
|||
/* the big loop. */
|
||||
for (gen = startgen; gen <= maxgen && !term; ++gen)
|
||||
{
|
||||
term = app_begin_of_evaluation(gen, mpop);
|
||||
|
||||
if (term)
|
||||
break;
|
||||
oprintf(OUT_SYS, 20,
|
||||
"=== generation %d.\n", gen);
|
||||
app_begin_of_evaluation(gen, mpop);
|
||||
|
||||
/* unless this is the first generation after loading a checkpoint
|
||||
file... */
|
||||
|
|
|
|||
|
|
@ -39,7 +39,7 @@ int app_initialize ( int );
|
|||
void app_uninitialize ( void );
|
||||
void app_write_checkpoint ( FILE * );
|
||||
void app_read_checkpoint ( FILE * );
|
||||
void app_begin_of_evaluation(int, multipop *);
|
||||
int app_begin_of_evaluation(int, multipop *);
|
||||
int app_end_of_evaluation ( int, multipop *, int, popstats *, popstats * );
|
||||
void app_end_of_breeding ( int, multipop * );
|
||||
|
||||
|
|
|
|||
|
|
@ -31,10 +31,12 @@
|
|||
#include <blt/fs/loader.h>
|
||||
#include <random>
|
||||
#include <cstring>
|
||||
#include "blt/std/logging.h"
|
||||
#include "blt/std/ranges.h"
|
||||
#include "blt/std/assert.h"
|
||||
#include "blt/std/memory_util.h"
|
||||
#include "blt/std/error.h"
|
||||
#include "blt/std/types.h"
|
||||
#include "rice_loader.h"
|
||||
#include <sys/socket.h>
|
||||
#include <sys/select.h>
|
||||
|
|
@ -57,6 +59,7 @@ std::unique_ptr<std::thread> network_thread;
|
|||
std::atomic_bool running = true;
|
||||
// should the system pause at the beginning of evaluation for further instructions?
|
||||
std::atomic_bool paused = true;
|
||||
std::atomic_bool close_requested = false;
|
||||
// number of generations left to run before switching to child eval
|
||||
std::atomic_int32_t generations_left = -1;
|
||||
// mutex for accessing any control variable. not needed
|
||||
|
|
@ -134,9 +137,17 @@ void handle_networking()
|
|||
{
|
||||
BLT_DEBUG("We are a child who is going to be killed!");
|
||||
close(our_socket);
|
||||
std::exit(0);
|
||||
//std::exit(0);
|
||||
close_requested = true;
|
||||
running = false;
|
||||
break;
|
||||
}
|
||||
break;
|
||||
case packet_id::AVG_FIT:
|
||||
case packet_id::AVG_TREE:
|
||||
case packet_id::BEST_FIT:
|
||||
BLT_ERROR("This should not have been sent to the client!");
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
@ -162,7 +173,7 @@ void handle_networking()
|
|||
};
|
||||
}
|
||||
|
||||
extern "C" void app_begin_of_evaluation(int gen, multipop* mpop)
|
||||
extern "C" int app_begin_of_evaluation(int gen, multipop* mpop)
|
||||
{
|
||||
BLT_INFO("Running begin of eval, current state: are we paused? %s num of gens left %d", paused ? "true" : "false", generations_left.load());
|
||||
if (generations_left == 0)
|
||||
|
|
@ -184,6 +195,8 @@ extern "C" void app_begin_of_evaluation(int gen, multipop* mpop)
|
|||
// i love busy looping
|
||||
while (paused)
|
||||
std::this_thread::sleep_for(std::chrono::milliseconds(1));
|
||||
|
||||
return close_requested;
|
||||
}
|
||||
|
||||
extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popstats* gen_stats, popstats* run_stats)
|
||||
|
|
@ -192,6 +205,18 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst
|
|||
globaldata* g = get_globaldata();
|
||||
set_current_individual(gen_stats[0].best[0]->ind);
|
||||
best_individual.store(gen_stats[0].best[0]->ind->a_fitness);
|
||||
|
||||
// {
|
||||
// double fitness = 0;
|
||||
// for (int i = 0; i < mpop[0].size; i++){
|
||||
// fitness += mpop[0].pop[i]->ind->a_fitness;
|
||||
// }
|
||||
|
||||
// packet_t packet;
|
||||
// packet.id = packet_id::AVG_FIT;
|
||||
// std::scoped_lock lock(send_mutex);
|
||||
// send_packets.push(packet);
|
||||
// }
|
||||
|
||||
if (newbest)
|
||||
{
|
||||
|
|
|
|||
|
|
@ -52,6 +52,11 @@ class child_t
|
|||
{
|
||||
socket = sock;
|
||||
}
|
||||
|
||||
void aggregatePackets()
|
||||
{
|
||||
|
||||
}
|
||||
|
||||
ssize_t write(unsigned char* buffer, blt::size_t count)
|
||||
{
|
||||
|
|
@ -127,7 +132,7 @@ sockaddr_un name{};
|
|||
int host_socket = 0;
|
||||
std::string SOCKET_LOCATION;
|
||||
state_t current_state = state_t::RUN_GENERATIONS;
|
||||
double fitness = 0;
|
||||
double fitness_cutoff = 0;
|
||||
std::vector<double> fitness_storage;
|
||||
|
||||
int child_fp(blt::arg_parse::arg_results& args, int run_id, const std::string& socket_location)
|
||||
|
|
@ -259,25 +264,30 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
packet.state = current_state;
|
||||
|
||||
auto it = children.begin();
|
||||
while(it != children.end())
|
||||
outer_while: while(it != children.end())
|
||||
{
|
||||
auto& child = *it;
|
||||
ssize_t ret;
|
||||
if (ret = child.second->read(buffer, sizeof(buffer)), ret <= 0)
|
||||
{
|
||||
if (child.second->isSocketClosed())
|
||||
// read all packets
|
||||
do {
|
||||
if (ret = child.second->read(buffer, sizeof(buffer)), ret <= 0)
|
||||
{
|
||||
it = children.erase(it);
|
||||
continue;
|
||||
if (child.second->isSocketClosed())
|
||||
{
|
||||
it = children.erase(it);
|
||||
// YUCKY
|
||||
goto outer_while;
|
||||
}
|
||||
if (errno != 0)
|
||||
BLT_WARN("Failed to read to child error %d", errno);
|
||||
} else
|
||||
{
|
||||
std::memcpy(&packet, buffer, sizeof(buffer));
|
||||
BLT_INFO("We got packet %d", static_cast<int>(packet.id));
|
||||
child.second->handlePacket(packet);
|
||||
}
|
||||
if (errno != 0)
|
||||
BLT_WARN("Failed to read to child error %d", errno);
|
||||
} else
|
||||
{
|
||||
std::memcpy(&packet, buffer, sizeof(buffer));
|
||||
BLT_INFO("We got packet %d", static_cast<int>(packet.id));
|
||||
child.second->handlePacket(packet);
|
||||
}
|
||||
} while (ret > 0);
|
||||
child.second->aggregatePackets();
|
||||
++it;
|
||||
}
|
||||
|
||||
|
|
@ -311,10 +321,10 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
auto ratio = args.get<double>("--prune_ratio");
|
||||
auto cutoff = static_cast<long>(static_cast<double>(fitness_storage.size()) * ratio);
|
||||
if (!fitness_storage.empty())
|
||||
fitness = fitness_storage[cutoff];
|
||||
fitness_cutoff = fitness_storage[cutoff];
|
||||
else
|
||||
BLT_WARN("Running with no active populations?");
|
||||
BLT_INFO("Cutoff value %d, current size %d, fitness: %f", cutoff, fitness_storage.size(), fitness);
|
||||
BLT_INFO("Cutoff value %d, current size %d, fitness: %f", cutoff, fitness_storage.size(), fitness_cutoff);
|
||||
current_state = state_t::PRUNE;
|
||||
fitness_storage.clear();
|
||||
break;
|
||||
|
|
@ -329,15 +339,15 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
current_state = state_t::IDLE;
|
||||
break;
|
||||
}
|
||||
BLT_DEBUG("Pruning with fitness %f", fitness);
|
||||
BLT_DEBUG("Pruning with fitness %f", fitness_cutoff);
|
||||
auto it = children.begin();
|
||||
while (it != children.end())
|
||||
{
|
||||
auto& child = *it;
|
||||
if (child.second->getFitness() <= fitness)
|
||||
if (child.second->getFitness() <= fitness_cutoff)
|
||||
{
|
||||
packet.id = packet_id::PRUNE;
|
||||
packet.fitness = fitness;
|
||||
packet.fitness = fitness_cutoff;
|
||||
std::memcpy(buffer, &packet, sizeof(buffer));
|
||||
if (child.second->write(buffer, sizeof(buffer)) <= 0)
|
||||
{
|
||||
|
|
|
|||
Loading…
Reference in New Issue