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make terminate program natrually instead of exit, hopefully this works?

main
Brett 2024-04-01 11:08:30 -04:00
parent 5ec22c3cde
commit 483700f0f0
72 changed files with 13695 additions and 13993 deletions
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2
CMakeLists.txt
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@ -1,6 +1,6 @@
cmake_minimum_required(VERSION 3.20.2) cmake_minimum_required(VERSION 3.20.2)
project(FinalProject C CXX) project(FinalProject C CXX)
set(PROJECT_VERSION 0.1.2) set(PROJECT_VERSION 0.2.0)
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF) option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
option(ENABLE_UBSAN "Enable the ub sanitizer" OFF) option(ENABLE_UBSAN "Enable the ub sanitizer" OFF)

0
build/.cmake/api/v1/reply/index-2024-04-01T14-24-04-0790.json → build/.cmake/api/v1/reply/index-2024-04-01T15-07-14-0827.json
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=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 7 generation: 0
nodes: 44 nodes: 3
depth: 10 depth: 1
hits: 878 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 878 hits: 799
raw fitness: 878.0000 raw fitness: 799.0000
standardized fitness: 878.0000 standardized fitness: 799.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9988
TREE: TREE:
(log (/ (- (log (/ (/ extent -0.03421) (- eccentricity 0.89684)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
TREE-equ: TREE-equ:
y = log(((log(((extent / -0.03421) / (major - minor))) - ((perimeter * -0.22608) + exp(log(minor)))) / log((((convex - area) * (((-0.81500 / minor) * (extent / (exp(major) + (major + eccentricity)))) * exp(perimeter))) * (exp(perimeter) + log(area)))))) y = (eccentricity - 0.89684)

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Hits: 2409, Total Size: 2810, Percent Hit: 85.729537 Hits: 2136, Total Size: 2810, Percent Hit: 76.014235
CC: 1070 CC: 760
CO: 59 CO: 422
OO: 1339 OO: 1376
OC: 342 OC: 252
Fitness: 0.998862 Fitness: 0.998750
Hits: 878 Hits: 799
y = log(((log(((extent / -0.03421) / (major - minor))) - ((perimeter * -0.22608) + exp(log(minor)))) / log((((convex - area) * (((-0.81500 / minor) * (extent / (exp(major) + (major + eccentricity)))) * exp(perimeter))) * (exp(perimeter) + log(area)))))) y = (eccentricity - 0.89684)
(log (/ (- (log (/ (/ extent -0.03421) (- eccentricity 0.89684)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))

288
build/run_0/regress.his
View File

@ -1,8 +1,8 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 4 nodes: 3
depth: 2 depth: 1
hits: 799 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
@ -14,12 +14,12 @@ TOP INDIVIDUAL:
standardized fitness: 799.0000 standardized fitness: 799.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9988
TREE: TREE:
(log (+ eccentricity 0.10853)) (- eccentricity 0.89684)
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 0
nodes: 4 nodes: 3
depth: 2 depth: 1
hits: 799 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
@ -31,12 +31,12 @@ TOP INDIVIDUAL:
standardized fitness: 799.0000 standardized fitness: 799.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9988
TREE: TREE:
(log (+ eccentricity 0.10853)) (- eccentricity 0.89684)
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 0 generation: 0
nodes: 4 nodes: 3
depth: 2 depth: 1
hits: 799 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
@ -48,12 +48,12 @@ TOP INDIVIDUAL:
standardized fitness: 799.0000 standardized fitness: 799.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9988
TREE: TREE:
(log (+ eccentricity 0.10853)) (- eccentricity 0.89684)
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 0 generation: 0
nodes: 4 nodes: 3
depth: 2 depth: 1
hits: 799 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
@ -65,12 +65,12 @@ TOP INDIVIDUAL:
standardized fitness: 799.0000 standardized fitness: 799.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9988
TREE: TREE:
(log (+ eccentricity 0.10853)) (- eccentricity 0.89684)
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 0 generation: 0
nodes: 4 nodes: 3
depth: 2 depth: 1
hits: 799 hits: 799
TOP INDIVIDUAL: TOP INDIVIDUAL:
@ -82,262 +82,4 @@ TOP INDIVIDUAL:
standardized fitness: 799.0000 standardized fitness: 799.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9988
TREE: TREE:
(log (+ eccentricity 0.10853)) (- eccentricity 0.89684)
=== BEST-OF-RUN ===
current generation: 5
generation: 0
nodes: 4
depth: 2
hits: 799
TOP INDIVIDUAL:
-- #1 --
hits: 799
raw fitness: 799.0000
standardized fitness: 799.0000
adjusted fitness: 0.9988
TREE:
(log (+ eccentricity 0.10853))
=== BEST-OF-RUN ===
current generation: 6
generation: 6
nodes: 6
depth: 3
hits: 805
TOP INDIVIDUAL:
-- #1 --
hits: 805
raw fitness: 805.0000
standardized fitness: 805.0000
adjusted fitness: 0.9988
TREE:
(* (log (+ 0.11128 eccentricity)) extent)
=== BEST-OF-RUN ===
current generation: 7
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 8
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 9
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 10
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 11
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 12
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 13
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))
=== BEST-OF-RUN ===
current generation: 14
generation: 7
nodes: 44
depth: 10
hits: 878
TOP INDIVIDUAL:
-- #1 --
hits: 878
raw fitness: 878.0000
standardized fitness: 878.0000
adjusted fitness: 0.9989
TREE:
(log (/ (- (log (/ (/ extent -0.03421)
(- major minor)))
(+ (* perimeter -0.22608)
(exp (log minor))))
(log (* (* (- convex area)
(* (* (/ -0.81500 minor)
(/ extent
(+ (exp major)
(+ major eccentricity))))
(exp perimeter)))
(+ (exp perimeter)
(log area))))))

1986
build/run_0/regress.prg
View File

File diff suppressed because it is too large Load Diff

20
build/run_0/regress.stt
View File

@ -1,16 +1,6 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9534 0.9988 0.0000 18.610 3.494 4 2 70 6 0.9534 0.9988 0.0000 18.610 3.494 4 2 70 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 0.9900 0.9988 0.0000 17.111 3.587 4 2 29 7 0.9717 0.9988 0.0000 17.861 3.541 4 2 70 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 0.9918 0.9988 0.0000 16.389 3.651 4 2 41 6 0.9784 0.9988 0.0000 17.370 3.577 4 2 70 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 0.9934 0.9988 0.0000 15.739 3.648 4 2 71 8 0.9822 0.9988 0.0000 16.962 3.595 4 2 70 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 0.9924 0.9988 0.0000 14.834 3.633 4 2 44 8 0.9842 0.9988 0.0000 16.537 3.603 4 2 70 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
5 0 0.9933 0.9988 0.0000 14.129 3.615 4 2 24 8 0.9857 0.9988 0.0000 16.135 3.605 4 2 70 6
6 0 0.9947 0.9988 0.0000 13.582 3.573 6 3 72 10 0.9870 0.9988 0.0000 15.771 3.600 6 3 70 6
7 0 0.9940 0.9989 0.0000 12.996 3.542 44 10 18 5 0.9879 0.9989 0.0000 15.424 3.593 44 10 70 6
8 0 0.9942 0.9989 0.0000 12.324 3.457 44 10 65 12 0.9886 0.9989 0.0000 15.079 3.578 44 10 70 6
9 0 0.9956 0.9989 0.0000 11.762 3.398 44 10 20 7 0.9893 0.9989 0.0000 14.748 3.560 44 10 70 6
10 0 0.9940 0.9989 0.0000 11.058 3.319 44 10 58 11 0.9897 0.9989 0.0000 14.412 3.538 44 10 70 6
11 0 0.9958 0.9989 0.0000 10.618 3.250 44 10 44 9 0.9902 0.9989 0.0000 14.096 3.514 44 10 70 6
12 0 0.9948 0.9989 0.0000 10.419 3.222 44 10 56 10 0.9906 0.9989 0.0000 13.813 3.491 44 10 70 6
13 0 0.9960 0.9989 0.0000 10.042 3.150 44 10 32 9 0.9910 0.9989 0.0000 13.544 3.467 44 10 70 6
14 0 0.9956 0.9989 0.0000 9.780 3.132 44 10 19 5 0.9913 0.9989 0.0000 13.293 3.445 44 10 70 6

39
build/run_0/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 250. no random number seed specfied; using 842.
creating initial population(s): creating initial population(s):
7218 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. initial population(s) complete.
@ -26,45 +26,14 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 4. === generation 4.
evaluation complete. (1s wall)
breeding complete. (0s wall)
=== generation 5.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding 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. (0s wall)
breeding complete. (0s wall)
=== generation 9.
evaluation complete. (1s wall)
breeding complete. (0s wall)
=== generation 10.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 11.
evaluation complete. (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.

51
build/run_1/regress.bst
View File

@ -1,29 +1,40 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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: TREE-equ:
y = ((exp((((area * convex) + (area - area)) / log((extent / perimeter)))) * ((((major + area) / (major + extent)) * ((major * major) / exp(area))) - log(((perimeter + minor) - log(extent))))) - exp(((0.25550 - perimeter) * log((extent + log(minor)))))) 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)))))))))

51
build/run_1/regress.fn
View File

@ -1,23 +1,34 @@
Hits: 2511, Total Size: 2810, Percent Hit: 89.359431 Hits: 2481, Total Size: 2810, Percent Hit: 88.291815
CC: 997 CC: 1068
CO: 124 CO: 77
OO: 1514 OO: 1413
OC: 175 OC: 252
Fitness: 0.998890 Fitness: 0.998860
Hits: 900 Hits: 876
y = ((exp((((area * convex) + (area - area)) / log((extent / perimeter)))) * ((((major + area) / (major + extent)) * ((major * major) / exp(area))) - log(((perimeter + minor) - log(extent))))) - exp(((0.25550 - perimeter) * log((extent + log(minor)))))) 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)))))))))
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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)))))))))

694
build/run_1/regress.his
View File

@ -1,550 +1,328 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 30 nodes: 32
depth: 5 depth: 5
hits: 808 hits: 723
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 808 hits: 723
raw fitness: 808.0000 raw fitness: 723.0000
standardized fitness: 808.0000 standardized fitness: 723.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9986
TREE: TREE:
(* (log (exp (+ (- extent perimeter) (/ (/ (+ (log (exp area))
(* perimeter -0.71486)))) (exp (+ minor extent)))
(/ (exp (log (+ eccentricity extent))) (/ (+ (/ major minor)
(/ (+ (+ convex extent) (log -0.12473))
(exp minor)) (+ (log eccentricity)
(+ (+ extent convex) (/ major major))))
(- perimeter -0.01918))))) (log (log (/ (+ -0.83573 minor)
(+ perimeter extent)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 0
nodes: 30 nodes: 32
depth: 5 depth: 5
hits: 808 hits: 723
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 808 hits: 723
raw fitness: 808.0000 raw fitness: 723.0000
standardized fitness: 808.0000 standardized fitness: 723.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9986
TREE: TREE:
(* (log (exp (+ (- extent perimeter) (/ (/ (+ (log (exp area))
(* perimeter -0.71486)))) (exp (+ minor extent)))
(/ (exp (log (+ eccentricity extent))) (/ (+ (/ major minor)
(/ (+ (+ convex extent) (log -0.12473))
(exp minor)) (+ (log eccentricity)
(+ (+ extent convex) (/ major major))))
(- perimeter -0.01918))))) (log (log (/ (+ -0.83573 minor)
(+ perimeter extent)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 2 generation: 2
nodes: 47 nodes: 9
depth: 6 depth: 5
hits: 900 hits: 751
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 751
raw fitness: 900.0000 raw fitness: 751.0000
standardized fitness: 900.0000 standardized fitness: 751.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9987
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- major
(- area area)) (* minor
(log (/ extent perimeter)))) (log (log (+ area minor)))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 2 generation: 3
nodes: 47 nodes: 40
depth: 6 depth: 6
hits: 900 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 804
raw fitness: 900.0000 raw fitness: 804.0000
standardized fitness: 900.0000 standardized fitness: 804.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9988
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (log (+ (* (log (/ (- convex convex)
(- area area)) (- extent convex)))
(log (/ extent perimeter)))) (* (/ area
(- (* (/ (+ major area) (+ major eccentricity))
(+ major extent)) (/ (log eccentricity)
(/ (* major major) (/ extent -0.57980))))
(exp area))) (+ (log (- (exp eccentricity)
(log (- (+ perimeter minor) (log major)))
(log extent))))) (* (/ (log eccentricity) extent)
(exp (* (- 0.25550 perimeter) (/ (exp extent)
(log (+ extent (log perimeter))))))
(log minor))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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 === === BEST-OF-RUN ===
current generation: 5 current generation: 5
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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 === === BEST-OF-RUN ===
current generation: 6 current generation: 6
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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 === === BEST-OF-RUN ===
current generation: 7 current generation: 7
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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 === === BEST-OF-RUN ===
current generation: 8 current generation: 8
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- 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 === === BEST-OF-RUN ===
current generation: 9 current generation: 9
generation: 2 generation: 4
nodes: 47 nodes: 93
depth: 6 depth: 11
hits: 900 hits: 876
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 900 hits: 876
raw fitness: 900.0000 raw fitness: 876.0000
standardized fitness: 900.0000 standardized fitness: 876.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(- (* (exp (/ (+ (* area convex) (- (/ (log (/ (/ (exp perimeter)
(- area area)) (* major extent))
(log (/ extent perimeter)))) (exp (- major perimeter))))
(- (* (/ (+ major area) (* (- (exp (exp eccentricity))
(+ major extent)) (+ (- -0.01190 eccentricity)
(/ (* major major) (log major)))
(exp area))) (exp (exp (- eccentricity eccentricity)))))
(log (- (+ perimeter minor) (- (log (+ (+ (exp perimeter)
(log extent))))) (+ extent minor))
(exp (* (- 0.25550 perimeter) (* (/ eccentricity major)
(log (+ extent (log (* (log (- (exp (exp extent))
(log minor)))))) (- (- extent eccentricity)
=== BEST-OF-RUN === (* minor major))))
current generation: 10 (exp (* perimeter extent)))))))
generation: 2 (/ (exp (+ (/ extent area)
nodes: 47 (- 0.47920 extent)))
depth: 6 (+ (- (* perimeter extent)
hits: 900 (exp eccentricity))
TOP INDIVIDUAL: (log (/ (/ major perimeter)
(/ (+ (log convex)
(log convex))
(/ (log convex)
-- #1 -- (log 0.63283)))))))))
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 11
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 12
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 13
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 14
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 15
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 16
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 17
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 18
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))
=== BEST-OF-RUN ===
current generation: 19
generation: 2
nodes: 47
depth: 6
hits: 900
TOP INDIVIDUAL:
-- #1 --
hits: 900
raw fitness: 900.0000
standardized fitness: 900.0000
adjusted fitness: 0.9989
TREE:
(- (* (exp (/ (+ (* area convex)
(- area area))
(log (/ extent perimeter))))
(- (* (/ (+ major area)
(+ major extent))
(/ (* major major)
(exp area)))
(log (- (+ perimeter minor)
(log extent)))))
(exp (* (- 0.25550 perimeter)
(log (+ extent
(log minor))))))

1972
build/run_1/regress.prg
View File

File diff suppressed because it is too large Load Diff

30
build/run_1/regress.stt
View File

@ -1,21 +1,11 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9549 0.9988 0.0000 18.546 3.485 30 5 44 5 0.9549 0.9988 0.0000 18.546 3.485 30 5 44 5 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 0.9896 0.9988 0.0000 16.673 3.549 30 5 51 6 0.9723 0.9988 0.0000 17.610 3.517 30 5 44 5 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 0.9938 0.9989 0.0000 15.532 3.557 47 6 17 4 0.9794 0.9989 0.0000 16.917 3.530 47 6 44 5 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 0.9916 0.9989 0.0000 14.748 3.556 47 6 8 5 0.9825 0.9989 0.0000 16.375 3.537 47 6 44 5 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 0.9934 0.9989 0.0000 13.747 3.535 47 6 33 8 0.9847 0.9989 0.0000 15.849 3.536 47 6 44 5 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 0.9936 0.9989 0.0000 12.753 3.438 47 6 33 7 0.9862 0.9989 0.0000 15.333 3.520 47 6 44 5 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 0.9950 0.9989 0.0000 12.058 3.352 47 6 35 11 0.9874 0.9989 0.0000 14.865 3.496 47 6 44 5 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 0.9942 0.9989 0.0000 11.307 3.280 47 6 28 7 0.9883 0.9989 0.0000 14.420 3.469 47 6 44 5 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 0.9958 0.9989 0.0000 10.340 3.147 47 6 17 5 0.9891 0.9989 0.0000 13.967 3.433 47 6 44 5 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 0.9958 0.9989 0.0000 9.679 3.040 47 6 20 6 0.9898 0.9989 0.0000 13.538 3.394 47 6 44 5 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
10 0 0.9956 0.9989 0.0000 9.241 2.962 47 6 13 5 0.9903 0.9989 0.0000 13.148 3.355 47 6 44 5
11 0 0.9966 0.9989 0.0000 8.825 2.897 47 6 21 7 0.9909 0.9989 0.0000 12.787 3.317 47 6 44 5
12 0 0.9960 0.9989 0.0000 8.206 2.787 47 6 23 6 0.9912 0.9989 0.0000 12.435 3.276 47 6 44 5
13 0 0.9962 0.9989 0.0000 7.873 2.689 47 6 25 9 0.9916 0.9989 0.0000 12.109 3.234 47 6 44 5
14 0 0.9974 0.9989 0.0000 7.499 2.615 47 6 24 6 0.9920 0.9989 0.0000 11.802 3.193 47 6 44 5
15 0 0.9966 0.9989 0.0000 7.252 2.569 47 6 30 9 0.9923 0.9989 0.0000 11.517 3.154 47 6 44 5
16 0 0.9970 0.9989 0.0000 6.677 2.421 47 6 35 9 0.9926 0.9989 0.0000 11.233 3.111 47 6 44 5
17 0 0.9964 0.9989 0.0000 6.623 2.414 47 6 19 8 0.9928 0.9989 0.0000 10.977 3.072 47 6 44 5
18 0 0.9974 0.9989 0.0000 6.342 2.331 47 6 36 9 0.9930 0.9989 0.0000 10.733 3.033 47 6 44 5
19 0 0.9974 0.9989 0.0000 6.163 2.282 47 6 21 7 0.9932 0.9989 0.0000 10.504 2.995 47 6 44 5

43
build/run_1/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 382. no random number seed specfied; using 217.
creating initial population(s): creating initial population(s):
7290 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. initial population(s) complete.
@ -26,19 +26,19 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 4. === generation 4.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (1s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -50,36 +50,5 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 9. === generation 9.
evaluation complete. (1s wall)
breeding complete. (0s wall)
=== generation 10.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding 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. (0s wall)
breeding complete. (0s wall)
=== generation 15.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 16.
evaluation complete. (1s wall)
breeding complete. (0s wall)
=== generation 17.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 18.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 19.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 20.

26
build/run_2/regress.bst
View File

@ -1,19 +1,25 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))
TREE-equ: TREE-equ:
y = ((convex * area) * (eccentricity - 0.89596)) y = (((exp((area - extent)) * log((extent * minor))) - (exp((extent * perimeter)) / log((convex + eccentricity)))) / (exp(((eccentricity + minor) / log(eccentricity))) * log(((area / convex) / (perimeter - area)))))

26
build/run_2/regress.fn
View File

@ -1,13 +1,19 @@
Hits: 2184, Total Size: 2810, Percent Hit: 77.722420 Hits: 2452, Total Size: 2810, Percent Hit: 87.259786
CC: 761 CC: 1026
CO: 356 CO: 96
OO: 1423 OO: 1426
OC: 270 OC: 262
Fitness: 0.998706 Fitness: 0.998841
Hits: 772 Hits: 862
y = ((convex * area) * (eccentricity - 0.89596)) y = (((exp((area - extent)) * log((extent * minor))) - (exp((extent * perimeter)) / log((convex + eccentricity)))) / (exp(((eccentricity + minor) / log(eccentricity))) * log(((area / convex) / (perimeter - area)))))
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))

240
build/run_2/regress.his
View File

@ -1,90 +1,240 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 0 generation: 0
nodes: 7 nodes: 36
depth: 2 depth: 5
hits: 772 hits: 862
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 772 hits: 862
raw fitness: 772.0000 raw fitness: 862.0000
standardized fitness: 772.0000 standardized fitness: 862.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(* (* convex area) (/ (- (* (exp (- area extent))
(- eccentricity 0.89596)) (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: 0
nodes: 36
depth: 5
hits: 862
TOP INDIVIDUAL:
-- #1 --
hits: 862
raw fitness: 862.0000
standardized fitness: 862.0000
adjusted fitness: 0.9988
TREE:
(/ (- (* (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: 0
nodes: 36
depth: 5
hits: 862
TOP INDIVIDUAL:
-- #1 --
hits: 862
raw fitness: 862.0000
standardized fitness: 862.0000
adjusted fitness: 0.9988
TREE:
(/ (- (* (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: 0
nodes: 36
depth: 5
hits: 862
TOP INDIVIDUAL:
-- #1 --
hits: 862
raw fitness: 862.0000
standardized fitness: 862.0000
adjusted fitness: 0.9988
TREE:
(/ (- (* (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: 0
nodes: 36
depth: 5
hits: 862
TOP INDIVIDUAL:
-- #1 --
hits: 862
raw fitness: 862.0000
standardized fitness: 862.0000
adjusted fitness: 0.9988
TREE:
(/ (- (* (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: 0
nodes: 36
depth: 5
hits: 862
TOP INDIVIDUAL:
-- #1 --
hits: 862
raw fitness: 862.0000
standardized fitness: 862.0000
adjusted fitness: 0.9988
TREE:
(/ (- (* (exp (- area extent))
(log (* extent minor)))
(/ (exp (* extent perimeter))
(log (+ convex eccentricity))))
(* (exp (/ (+ eccentricity minor)
(log eccentricity)))
(log (/ (/ area convex)
(- perimeter area)))))

1988
build/run_2/regress.prg
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File diff suppressed because it is too large Load Diff

15
build/run_2/regress.stt
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@ -1,6 +1,11 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9567 0.9987 0.0000 18.312 3.474 7 2 43 5 0.9567 0.9987 0.0000 18.312 3.474 7 2 43 5 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 0.9910 0.9987 0.0000 16.230 3.515 7 2 32 5 0.9739 0.9987 0.0000 17.271 3.494 7 2 43 5 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 0.9918 0.9987 0.0000 15.287 3.566 7 2 56 6 0.9799 0.9987 0.0000 16.609 3.518 7 2 43 5 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 0.9906 0.9987 0.0000 14.817 3.574 7 2 14 5 0.9826 0.9987 0.0000 16.161 3.532 7 2 43 5 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 0.9926 0.9987 0.0000 13.811 3.506 7 2 74 9 0.9846 0.9987 0.0000 15.691 3.527 7 2 43 5 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

26
build/run_2/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 2926. no random number seed specfied; using 227.
creating initial population(s): creating initial population(s):
7304 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. initial population(s) complete.
@ -26,15 +26,29 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 4.
evaluation complete. (1s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 4.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 5. === 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)

21
build/run_3/regress.bst
View File

@ -1,18 +1,21 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 1 generation: 1
nodes: 7 nodes: 20
depth: 4 depth: 7
hits: 775 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 775 hits: 804
raw fitness: 775.0000 raw fitness: 804.0000
standardized fitness: 775.0000 standardized fitness: 804.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))
TREE-equ: TREE-equ:
y = log(exp(((area - convex) - perimeter))) y = log((exp(log((0.70516 - eccentricity))) + ((log(perimeter) / (major + major)) + log(log(log((area + minor)))))))

21
build/run_3/regress.fn
View File

@ -1,12 +1,15 @@
Hits: 2183, Total Size: 2810, Percent Hit: 77.686833 Hits: 2192, Total Size: 2810, Percent Hit: 78.007117
CC: 847 CC: 1087
CO: 300 CO: 39
OO: 1336 OO: 1105
OC: 327 OC: 579
Fitness: 0.998711 Fitness: 0.998758
Hits: 775 Hits: 804
y = log(exp(((area - convex) - perimeter))) y = log((exp(log((0.70516 - eccentricity))) + ((log(perimeter) / (major + major)) + log(log(log((area + minor)))))))
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))

95
build/run_3/regress.his
View File

@ -1,87 +1,98 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 11 nodes: 5
depth: 3 depth: 2
hits: 671 hits: 752
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 671 hits: 752
raw fitness: 671.0000 raw fitness: 752.0000
standardized fitness: 671.0000 standardized fitness: 752.0000
adjusted fitness: 0.9985 adjusted fitness: 0.9987
TREE: TREE:
(/ (* (exp major) (- eccentricity
(/ -0.49892 eccentricity)) (+ 0.19491 0.70030))
(exp (+ major perimeter)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 1 generation: 1
nodes: 7 nodes: 20
depth: 4 depth: 7
hits: 775 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 775 hits: 804
raw fitness: 775.0000 raw fitness: 804.0000
standardized fitness: 775.0000 standardized fitness: 804.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 1 generation: 1
nodes: 7 nodes: 20
depth: 4 depth: 7
hits: 775 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 775 hits: 804
raw fitness: 775.0000 raw fitness: 804.0000
standardized fitness: 775.0000 standardized fitness: 804.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 1 generation: 1
nodes: 7 nodes: 20
depth: 4 depth: 7
hits: 775 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 775 hits: 804
raw fitness: 775.0000 raw fitness: 804.0000
standardized fitness: 775.0000 standardized fitness: 804.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 1 generation: 1
nodes: 7 nodes: 20
depth: 4 depth: 7
hits: 775 hits: 804
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 775 hits: 804
raw fitness: 775.0000 raw fitness: 804.0000
standardized fitness: 775.0000 standardized fitness: 804.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(log (exp (- (- area convex) perimeter))) (log (+ (exp (log (- 0.70516 eccentricity)))
(+ (/ (log perimeter)
(+ major major))
(log (log (log (+ area minor)))))))

1986
build/run_3/regress.prg
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10
build/run_3/regress.stt
View File

@ -1,6 +1,6 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9590 0.9985 0.0000 18.463 3.475 11 3 44 5 0.9590 0.9985 0.0000 18.463 3.475 11 3 44 5 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 0.9987 0.0000 16.609 3.557 7 4 47 6 0.9746 0.9987 0.0000 17.536 3.516 7 4 44 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 0.9898 0.9987 0.0000 15.887 3.611 7 4 44 7 0.9797 0.9987 0.0000 16.986 3.547 7 4 44 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 0.9932 0.9987 0.0000 14.970 3.620 7 4 62 8 0.9830 0.9987 0.0000 16.482 3.566 7 4 44 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 0.9987 0.0000 14.217 3.617 7 4 29 7 0.9850 0.9987 0.0000 16.029 3.576 7 4 44 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

11
build/run_3/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 9336. no random number seed specfied; using 102.
creating initial population(s): creating initial population(s):
7241 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. initial population(s) complete.
@ -26,15 +26,14 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 4. === generation 4.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5.

45
build/run_4/regress.bst
View File

@ -1,37 +1,26 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 1 generation: 34
nodes: 79 nodes: 28
depth: 6 depth: 7
hits: 939 hits: 909
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 939 hits: 909
raw fitness: 939.0000 raw fitness: 909.0000
standardized fitness: 939.0000 standardized fitness: 909.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(/ (+ (exp (log (/ (* major eccentricity) (* (/ 0.94014
(- extent extent)))) (* (* minor
(- (- (- (* minor major) (exp (+ major minor)))
(- -0.52445 0.71341)) (- (exp extent)
(+ (+ perimeter convex) (* perimeter
(* perimeter major))) (log (exp major))))))
(/ (* (exp area) (* (/ (+ extent
(/ minor minor)) (/ perimeter major))
(- (+ convex eccentricity) (exp perimeter)) eccentricity))
(- extent major)))))
(* (exp (- (log (* area convex))
(* (exp 0.63537)
(* eccentricity perimeter))))
(- (+ (exp minor)
(/ (log major)
(+ convex eccentricity)))
(- (/ (- perimeter perimeter)
(/ 0.19608 major))
(- (+ minor extent)
(- convex perimeter))))))
TREE-equ: TREE-equ:
y = ((exp(log(((major * eccentricity) / (extent - extent)))) + ((((minor * major) - (-0.52445 - 0.71341)) - ((perimeter + convex) + (perimeter * major))) - ((exp(area) * (minor / minor)) / ((convex + eccentricity) - (extent - major))))) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * ((exp(minor) + (log(major) / (convex + eccentricity))) - (((perimeter - perimeter) / (0.19608 / major)) - ((minor + extent) - (convex - perimeter)))))) y = ((0.94014 / ((minor * exp((major + minor))) * (exp(extent) - (perimeter * log(exp(major)))))) * (((extent + (perimeter / major)) / exp(perimeter)) * eccentricity))

45
build/run_4/regress.fn
View File

@ -1,31 +1,20 @@
Hits: 2570, Total Size: 2810, Percent Hit: 91.459075 Hits: 2556, Total Size: 2810, Percent Hit: 90.960854
CC: 1061 CC: 1048
CO: 72 CO: 89
OO: 1509 OO: 1508
OC: 168 OC: 165
Fitness: 0.998936 Fitness: 0.998901
Hits: 939 Hits: 909
y = ((exp(log(((major * eccentricity) / (extent - extent)))) + ((((minor * major) - (-0.52445 - 0.71341)) - ((perimeter + convex) + (perimeter * major))) - ((exp(area) * (minor / minor)) / ((convex + eccentricity) - (extent - major))))) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * ((exp(minor) + (log(major) / (convex + eccentricity))) - (((perimeter - perimeter) / (0.19608 / major)) - ((minor + extent) - (convex - perimeter)))))) y = ((0.94014 / ((minor * exp((major + minor))) * (exp(extent) - (perimeter * log(exp(major)))))) * (((extent + (perimeter / major)) / exp(perimeter)) * eccentricity))
(/ (+ (exp (log (/ (* major eccentricity) (* (/ 0.94014
(- extent extent)))) (* (* minor
(- (- (- (* minor major) (exp (+ major minor)))
(- -0.52445 0.71341)) (- (exp extent)
(+ (+ perimeter convex) (* perimeter
(* perimeter major))) (log (exp major))))))
(/ (* (exp area) (* (/ (+ extent
(/ minor minor)) (/ perimeter major))
(- (+ convex eccentricity) (exp perimeter)) eccentricity))
(- extent major)))))
(* (exp (- (log (* area convex))
(* (exp 0.63537)
(* eccentricity perimeter))))
(- (+ (exp minor)
(/ (log major)
(+ convex eccentricity)))
(- (/ (- perimeter perimeter)
(/ 0.19608 major))
(- (+ minor extent)
(- convex perimeter))))))

1856
build/run_4/regress.his
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1986
build/run_4/regress.prg
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77
build/run_4/regress.stt
View File

@ -1,26 +1,53 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9641 0.9989 0.0000 18.169 3.447 51 5 33 5 0.9641 0.9989 0.0000 18.169 3.447 51 5 33 5 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 0.9904 0.9989 0.0000 16.061 3.481 79 6 42 7 0.9772 0.9989 0.0000 17.115 3.464 79 6 33 5 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 0.9926 0.9989 0.0000 15.435 3.531 79 6 33 7 0.9823 0.9989 0.0000 16.555 3.486 79 6 33 5 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 0.9924 0.9989 0.0000 14.768 3.507 79 6 15 7 0.9849 0.9989 0.0000 16.108 3.492 79 6 33 5 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 0.9935 0.9989 0.0000 14.178 3.501 79 6 27 6 0.9866 0.9989 0.0000 15.722 3.493 79 6 33 5 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 0.9940 0.9989 0.0000 13.522 3.433 79 6 29 7 0.9878 0.9989 0.0000 15.355 3.483 79 6 33 5 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 0.9958 0.9989 0.0000 12.576 3.330 79 6 32 6 0.9890 0.9989 0.0000 14.958 3.461 79 6 33 5 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 0.9964 0.9989 0.0000 12.108 3.266 79 6 51 11 0.9899 0.9989 0.0000 14.602 3.437 79 6 33 5 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 0.9945 0.9989 0.0000 11.771 3.239 79 6 27 7 0.9904 0.9989 0.0000 14.288 3.415 79 6 33 5 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 0.9954 0.9989 0.0000 11.296 3.187 79 6 32 7 0.9909 0.9989 0.0000 13.988 3.392 79 6 33 5 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 10.874 3.139 79 6 13 4 0.9914 0.9989 0.0000 13.705 3.369 79 6 33 5 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 10.599 3.122 79 6 9 4 0.9918 0.9989 0.0000 13.447 3.349 79 6 33 5 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 0.9960 0.9989 0.0000 10.381 3.109 79 6 28 8 0.9921 0.9989 0.0000 13.211 3.330 79 6 33 5 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 9.932 3.022 79 6 15 7 0.9924 0.9989 0.0000 12.977 3.308 79 6 33 5 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 0.9966 0.9989 0.0000 9.641 2.959 79 6 9 3 0.9927 0.9989 0.0000 12.754 3.285 79 6 33 5 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 0.9964 0.9989 0.0000 9.471 2.974 79 6 16 5 0.9929 0.9989 0.0000 12.549 3.266 79 6 33 5 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 0.9958 0.9989 0.0000 9.507 2.949 79 6 30 7 0.9931 0.9989 0.0000 12.370 3.247 79 6 33 5 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 0.9962 0.9989 0.0000 8.556 2.780 79 6 15 4 0.9933 0.9989 0.0000 12.158 3.221 79 6 33 5 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 8.156 2.702 79 6 29 9 0.9935 0.9989 0.0000 11.947 3.194 79 6 33 5 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 0.9966 0.9989 0.0000 7.761 2.651 79 6 87 11 0.9936 0.9989 0.0000 11.738 3.167 79 6 33 5 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 0.9968 0.9989 0.0000 7.375 2.547 79 6 29 7 0.9938 0.9989 0.0000 11.530 3.137 79 6 33 5 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 0.9970 0.9989 0.0000 7.245 2.530 79 6 52 8 0.9939 0.9989 0.0000 11.336 3.109 79 6 33 5 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 0.9964 0.9989 0.0000 7.312 2.557 79 6 7 3 0.9940 0.9989 0.0000 11.161 3.085 79 6 33 5 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 0.9962 0.9989 0.0000 7.119 2.506 79 6 7 3 0.9941 0.9989 0.0000 10.992 3.061 79 6 33 5 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 0.9972 0.9989 0.0000 6.839 2.432 79 6 18 5 0.9942 0.9989 0.0000 10.826 3.036 79 6 33 5 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

125
build/run_4/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 110. no random number seed specfied; using 1873.
creating initial population(s): creating initial population(s):
7385 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. initial population(s) complete.
@ -26,19 +26,19 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 4. === generation 4.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -50,10 +50,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 9. === generation 9.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 10. === generation 10.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 11. === generation 11.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -71,13 +71,13 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 16. === generation 16.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 17. === generation 17.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 18. === generation 18.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 19. === generation 19.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -98,3 +98,108 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 25. === 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

27
build/run_5/regress.bst
View File

@ -1,19 +1,24 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
TREE-equ: TREE-equ:
y = log(exp(((minor * eccentricity) / log(eccentricity)))) y = (((log(extent) / exp(major)) * log(exp(eccentricity))) / (exp((perimeter + minor)) - ((minor * extent) - (log((convex - convex)) - (eccentricity / minor)))))

25
build/run_5/regress.fn
View File

@ -1,13 +1,18 @@
Hits: 2343, Total Size: 2810, Percent Hit: 83.380783 Hits: 2566, Total Size: 2810, Percent Hit: 91.316726
CC: 719 CC: 972
CO: 405 CO: 167
OO: 1624 OO: 1594
OC: 62 OC: 77
Fitness: 0.998728 Fitness: 0.998899
Hits: 785 Hits: 907
y = log(exp(((minor * eccentricity) / log(eccentricity)))) y = (((log(extent) / exp(major)) * log(exp(eccentricity))) / (exp((perimeter + minor)) - ((minor * extent) - (log((convex - convex)) - (eccentricity / minor)))))
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))

634
build/run_5/regress.his
View File

@ -1,181 +1,611 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 7 nodes: 82
depth: 2
hits: 723
TOP INDIVIDUAL:
-- #1 --
hits: 723
raw fitness: 723.0000
standardized fitness: 723.0000
adjusted fitness: 0.9986
TREE:
(- (* minor -0.95758)
(* -0.41871 major))
=== BEST-OF-RUN ===
current generation: 1
generation: 1
nodes: 13
depth: 6 depth: 6
hits: 781 hits: 776
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 781 hits: 776
raw fitness: 781.0000 raw fitness: 776.0000
standardized fitness: 781.0000 standardized fitness: 776.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9987
TREE: TREE:
(log (/ extent (/ (- (log (* (+ (* perimeter major)
(exp (+ (+ (/ major eccentricity) (- major perimeter))
(+ eccentricity eccentricity)) 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: 1
generation: 0
nodes: 82
depth: 6
hits: 776
TOP INDIVIDUAL:
-- #1 --
hits: 776
raw fitness: 776.0000
standardized fitness: 776.0000
adjusted fitness: 0.9987
TREE:
(/ (- (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 === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 2 generation: 2
nodes: 8 nodes: 50
depth: 4 depth: 6
hits: 785 hits: 796
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 796
raw fitness: 785.0000 raw fitness: 796.0000
standardized fitness: 785.0000 standardized fitness: 796.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9987
TREE: TREE:
(log (exp (/ (* minor eccentricity) (+ (- (log (* (log (* area major))
(log eccentricity)))) (+ (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 === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 2 generation: 2
nodes: 8 nodes: 50
depth: 4 depth: 6
hits: 785 hits: 796
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 796
raw fitness: 785.0000 raw fitness: 796.0000
standardized fitness: 785.0000 standardized fitness: 796.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9987
TREE: TREE:
(log (exp (/ (* minor eccentricity) (+ (- (log (* (log (* area major))
(log eccentricity)))) (+ (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 === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 5 current generation: 5
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 6 current generation: 6
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 7 current generation: 7
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 8 current generation: 8
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (exp major))
(log (exp eccentricity)))
(- (exp (+ perimeter minor))
(- (* minor extent)
(- (log (- convex convex))
(/ eccentricity minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 9 current generation: 9
generation: 2 generation: 4
nodes: 8 nodes: 27
depth: 4 depth: 6
hits: 785 hits: 907
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 785 hits: 907
raw fitness: 785.0000 raw fitness: 907.0000
standardized fitness: 785.0000 standardized fitness: 907.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(log (exp (/ (* minor eccentricity) (/ (* (/ (log extent)
(log eccentricity)))) (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)))))

1992
build/run_5/regress.prg
View File

File diff suppressed because it is too large Load Diff

35
build/run_5/regress.stt
View File

@ -1,11 +1,26 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9565 0.9986 0.0000 18.495 3.477 7 2 36 6 0.9565 0.9986 0.0000 18.495 3.477 7 2 36 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 0.9926 0.9987 0.0000 16.492 3.540 13 6 42 6 0.9746 0.9987 0.0000 17.494 3.508 13 6 36 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 0.9926 0.9987 0.0000 15.939 3.633 8 4 100 9 0.9806 0.9987 0.0000 16.975 3.550 8 4 36 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 0.9942 0.9987 0.0000 15.595 3.721 8 4 23 5 0.9840 0.9987 0.0000 16.630 3.593 8 4 36 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 0.9932 0.9987 0.0000 14.989 3.691 8 4 45 8 0.9858 0.9987 0.0000 16.302 3.612 8 4 36 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 0.9934 0.9987 0.0000 14.208 3.656 8 4 13 6 0.9871 0.9987 0.0000 15.953 3.619 8 4 36 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 0.9948 0.9987 0.0000 13.228 3.529 8 4 37 9 0.9882 0.9987 0.0000 15.564 3.607 8 4 36 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 0.9954 0.9987 0.0000 12.567 3.477 8 4 20 8 0.9891 0.9987 0.0000 15.189 3.590 8 4 36 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 0.9946 0.9987 0.0000 12.156 3.456 8 4 39 7 0.9897 0.9987 0.0000 14.852 3.575 8 4 36 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 0.9952 0.9987 0.0000 11.243 3.351 8 4 47 9 0.9903 0.9987 0.0000 14.491 3.553 8 4 36 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

54
build/run_5/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 23. no random number seed specfied; using 167.
creating initial population(s): creating initial population(s):
7348 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. initial population(s) complete.
@ -26,10 +26,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -38,7 +38,7 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -53,3 +53,47 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 10. === 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)

31
build/run_6/regress.bst
View File

@ -1,26 +1,21 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
TREE-equ: TREE-equ:
y = log((((exp(major) * ((minor - 0.24886) + log(area))) / exp(perimeter)) / (((convex + convex) / (perimeter / convex)) - ((minor + extent) - ((perimeter * exp((perimeter + eccentricity))) / convex))))) y = (((major / convex) - (perimeter / 0.38274)) / exp((((0.90756 - minor) - (major + perimeter)) + -0.25489)))

29
build/run_6/regress.fn
View File

@ -1,20 +1,15 @@
Hits: 2463, Total Size: 2810, Percent Hit: 87.651246 Hits: 2574, Total Size: 2810, Percent Hit: 91.601423
CC: 768 CC: 964
CO: 322 CO: 164
OO: 1695 OO: 1610
OC: 25 OC: 72
Fitness: 0.998795 Fitness: 0.998888
Hits: 829 Hits: 898
y = log((((exp(major) * ((minor - 0.24886) + log(area))) / exp(perimeter)) / (((convex + convex) / (perimeter / convex)) - ((minor + extent) - ((perimeter * exp((perimeter + eccentricity))) / convex))))) y = (((major / convex) - (perimeter / 0.38274)) / exp((((0.90756 - minor) - (major + perimeter)) + -0.25489)))
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))

462
build/run_6/regress.his
View File

@ -1,218 +1,406 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 3 nodes: 38
depth: 1 depth: 6
hits: 752 hits: 837
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 752 hits: 837
raw fitness: 752.0000 raw fitness: 837.0000
standardized fitness: 752.0000 standardized fitness: 837.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9988
TREE: TREE:
(+ -0.87644 eccentricity) (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 === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 1
nodes: 3 nodes: 18
depth: 1 depth: 5
hits: 752 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 752 hits: 898
raw fitness: 752.0000 raw fitness: 898.0000
standardized fitness: 752.0000 standardized fitness: 898.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(+ -0.87644 eccentricity) (/ (- (/ major convex)
(/ perimeter 0.38274))
(exp (+ (- (- 0.90756 minor)
(+ major perimeter)) -0.25489)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 0 generation: 1
nodes: 3 nodes: 18
depth: 1 depth: 5
hits: 752 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 752 hits: 898
raw fitness: 752.0000 raw fitness: 898.0000
standardized fitness: 752.0000 standardized fitness: 898.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(+ -0.87644 eccentricity) (/ (- (/ major convex)
(/ perimeter 0.38274))
(exp (+ (- (- 0.90756 minor)
(+ major perimeter)) -0.25489)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 0 generation: 1
nodes: 3 nodes: 18
depth: 1 depth: 5
hits: 752 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 752 hits: 898
raw fitness: 752.0000 raw fitness: 898.0000
standardized fitness: 752.0000 standardized fitness: 898.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(+ -0.87644 eccentricity) (/ (- (/ major convex)
(/ perimeter 0.38274))
(exp (+ (- (- 0.90756 minor)
(+ major perimeter)) -0.25489)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 5 current generation: 5
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 6 current generation: 6
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 7 current generation: 7
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 8 current generation: 8
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex)
(/ perimeter convex))
(- (+ minor extent)
(/ (* perimeter
(exp (+ perimeter eccentricity))) convex)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 9 current generation: 9
generation: 4 generation: 1
nodes: 34 nodes: 18
depth: 8 depth: 5
hits: 829 hits: 898
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 829 hits: 898
raw fitness: 829.0000 raw fitness: 898.0000
standardized fitness: 829.0000 standardized fitness: 898.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(log (/ (/ (* (exp major) (/ (- (/ major convex)
(+ (- minor 0.24886) (/ perimeter 0.38274))
(log area))) (exp (+ (- (- 0.90756 minor)
(exp perimeter)) (+ major perimeter)) -0.25489)))
(- (/ (+ convex convex) === BEST-OF-RUN ===
(/ perimeter convex)) current generation: 10
(- (+ minor extent) generation: 1
(/ (* perimeter nodes: 18
(exp (+ perimeter eccentricity))) convex))))) 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)))

1990
build/run_6/regress.prg
View File

File diff suppressed because it is too large Load Diff

30
build/run_6/regress.stt
View File

@ -1,11 +1,21 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9584 0.9987 0.0000 18.502 3.464 3 1 68 6 0.9584 0.9987 0.0000 18.502 3.464 3 1 68 6 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 0.9987 0.0000 16.371 3.511 3 1 34 9 0.9747 0.9987 0.0000 17.436 3.487 3 1 68 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 0.9939 0.9987 0.0000 15.380 3.541 3 1 37 6 0.9811 0.9987 0.0000 16.751 3.505 3 1 68 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 0.9913 0.9987 0.0000 14.762 3.540 3 1 23 8 0.9836 0.9987 0.0000 16.254 3.514 3 1 68 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 0.9949 0.9988 0.0000 14.222 3.568 34 8 32 8 0.9859 0.9988 0.0000 15.847 3.524 34 8 68 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 0.9941 0.9988 0.0000 13.587 3.541 34 8 79 15 0.9872 0.9988 0.0000 15.471 3.527 34 8 68 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 0.9953 0.9988 0.0000 12.736 3.451 34 8 21 6 0.9884 0.9988 0.0000 15.080 3.516 34 8 68 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 0.9940 0.9988 0.0000 12.252 3.428 34 8 56 6 0.9891 0.9988 0.0000 14.727 3.505 34 8 68 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 0.9963 0.9988 0.0000 11.953 3.369 34 8 11 3 0.9899 0.9988 0.0000 14.418 3.490 34 8 68 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 0.9949 0.9988 0.0000 11.346 3.262 34 8 15 6 0.9904 0.9988 0.0000 14.111 3.467 34 8 68 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

39
build/run_6/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 494. no random number seed specfied; using 14.
creating initial population(s): creating initial population(s):
7288 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. initial population(s) complete.
@ -26,10 +26,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -38,7 +38,7 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -53,3 +53,32 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 10. === 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)

38
build/run_7/regress.bst
View File

@ -1,28 +1,26 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 3 generation: 0
nodes: 41 nodes: 40
depth: 8 depth: 6
hits: 707 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 707 hits: 768
raw fitness: 707.0000 raw fitness: 768.0000
standardized fitness: 707.0000 standardized fitness: 768.0000
adjusted fitness: 0.9986 adjusted fitness: 0.9987
TREE: TREE:
(/ (* (/ (* (+ convex major) (/ (* (+ (* (* (/ extent major)
(log perimeter)) (- 0.35602 major))
(* (exp extent) (/ (- perimeter area)
(exp (- (log (- convex area)) (* area major)))
(exp (- eccentricity -0.55846)))))) (log (exp (/ convex area))))
(log (/ (/ minor convex) (log (* (log (log eccentricity))
(exp perimeter)))) (log (log 0.19952)))))
(exp (+ (- major (log (log (exp (- (log major)
(+ (log extent) eccentricity)) (+ -0.89115 minor))))))
(+ perimeter
(log area)))))
TREE-equ: TREE-equ:
y = (((((convex + major) * log(perimeter)) / (exp(extent) * exp((log((convex - area)) - exp((eccentricity - -0.55846)))))) * log(((minor / convex) / exp(perimeter)))) / exp(((major - (log(extent) + eccentricity)) + (perimeter + log(area))))) 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))))))

36
build/run_7/regress.fn
View File

@ -1,22 +1,20 @@
Hits: 2156, Total Size: 2810, Percent Hit: 76.725979 Hits: 2141, Total Size: 2810, Percent Hit: 76.192171
CC: 491 CC: 1022
CO: 653 CO: 110
OO: 1665 OO: 1119
OC: 1 OC: 559
Fitness: 0.998588 Fitness: 0.998700
Hits: 707 Hits: 768
y = (((((convex + major) * log(perimeter)) / (exp(extent) * exp((log((convex - area)) - exp((eccentricity - -0.55846)))))) * log(((minor / convex) / exp(perimeter)))) / exp(((major - (log(extent) + eccentricity)) + (perimeter + log(area))))) 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))))))
(/ (* (/ (* (+ convex major) (/ (* (+ (* (* (/ extent major)
(log perimeter)) (- 0.35602 major))
(* (exp extent) (/ (- perimeter area)
(exp (- (log (- convex area)) (* area major)))
(exp (- eccentricity -0.55846)))))) (log (exp (/ convex area))))
(log (/ (/ minor convex) (log (* (log (log eccentricity))
(exp perimeter)))) (log (log 0.19952)))))
(exp (+ (- major (log (log (exp (- (log major)
(+ (log extent) eccentricity)) (+ -0.89115 minor))))))
(+ perimeter
(log area)))))

154
build/run_7/regress.his
View File

@ -1,115 +1,125 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 12 nodes: 40
depth: 4 depth: 6
hits: 685 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 685 hits: 768
raw fitness: 685.0000 raw fitness: 768.0000
standardized fitness: 685.0000 standardized fitness: 768.0000
adjusted fitness: 0.9985 adjusted fitness: 0.9987
TREE: TREE:
(log (/ (exp (* minor eccentricity)) (/ (* (+ (* (* (/ extent major)
(/ (exp minor) (- 0.35602 major))
(* major 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 === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 0
nodes: 12 nodes: 40
depth: 4 depth: 6
hits: 685 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 685 hits: 768
raw fitness: 685.0000 raw fitness: 768.0000
standardized fitness: 685.0000 standardized fitness: 768.0000
adjusted fitness: 0.9985 adjusted fitness: 0.9987
TREE: TREE:
(log (/ (exp (* minor eccentricity)) (/ (* (+ (* (* (/ extent major)
(/ (exp minor) (- 0.35602 major))
(* major 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 === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 2 generation: 0
nodes: 24 nodes: 40
depth: 6 depth: 6
hits: 692 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 692 hits: 768
raw fitness: 692.0000 raw fitness: 768.0000
standardized fitness: 692.0000 standardized fitness: 768.0000
adjusted fitness: 0.9986 adjusted fitness: 0.9987
TREE: TREE:
(log (- (* (- (log minor) (/ (* (+ (* (* (/ extent major)
(log major)) (- 0.35602 major))
(- (/ minor minor) (/ (- perimeter area)
(+ (exp extent) 0.93547))) (* area major)))
(/ major (log (exp (/ convex area))))
(* (+ major extent) (log (* (log (log eccentricity))
(exp eccentricity))))) (log (log 0.19952)))))
(log (log (exp (- (log major)
(+ -0.89115 minor))))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 3 generation: 0
nodes: 41 nodes: 40
depth: 8 depth: 6
hits: 707 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 707 hits: 768
raw fitness: 707.0000 raw fitness: 768.0000
standardized fitness: 707.0000 standardized fitness: 768.0000
adjusted fitness: 0.9986 adjusted fitness: 0.9987
TREE: TREE:
(/ (* (/ (* (+ convex major) (/ (* (+ (* (* (/ extent major)
(log perimeter)) (- 0.35602 major))
(* (exp extent) (/ (- perimeter area)
(exp (- (log (- convex area)) (* area major)))
(exp (- eccentricity -0.55846)))))) (log (exp (/ convex area))))
(log (/ (/ minor convex) (log (* (log (log eccentricity))
(exp perimeter)))) (log (log 0.19952)))))
(exp (+ (- major (log (log (exp (- (log major)
(+ (log extent) eccentricity)) (+ -0.89115 minor))))))
(+ perimeter
(log area)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 3 generation: 0
nodes: 41 nodes: 40
depth: 8 depth: 6
hits: 707 hits: 768
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 707 hits: 768
raw fitness: 707.0000 raw fitness: 768.0000
standardized fitness: 707.0000 standardized fitness: 768.0000
adjusted fitness: 0.9986 adjusted fitness: 0.9987
TREE: TREE:
(/ (* (/ (* (+ convex major) (/ (* (+ (* (* (/ extent major)
(log perimeter)) (- 0.35602 major))
(* (exp extent) (/ (- perimeter area)
(exp (- (log (- convex area)) (* area major)))
(exp (- eccentricity -0.55846)))))) (log (exp (/ convex area))))
(log (/ (/ minor convex) (log (* (log (log eccentricity))
(exp perimeter)))) (log (log 0.19952)))))
(exp (+ (- major (log (log (exp (- (log major)
(+ (log extent) eccentricity)) (+ -0.89115 minor))))))
(+ perimeter
(log area)))))

1994
build/run_7/regress.prg
View File

File diff suppressed because it is too large Load Diff

10
build/run_7/regress.stt
View File

@ -1,6 +1,6 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9561 0.9985 0.0000 18.451 3.496 12 4 78 6 0.9561 0.9985 0.0000 18.451 3.496 12 4 78 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 0.9882 0.9985 0.0000 16.373 3.586 12 4 21 5 0.9722 0.9985 0.0000 17.412 3.541 12 4 78 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 0.9924 0.9986 0.0000 15.181 3.564 24 6 12 4 0.9789 0.9986 0.0000 16.668 3.549 24 6 78 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 0.9923 0.9986 0.0000 14.252 3.537 41 8 65 9 0.9822 0.9986 0.0000 16.064 3.546 41 8 78 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 0.9954 0.9986 0.0000 13.871 3.527 41 8 36 10 0.9849 0.9986 0.0000 15.626 3.542 41 8 78 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

5
build/run_7/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 436. no random number seed specfied; using 234.
creating initial population(s): creating initial population(s):
7225 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. initial population(s) complete.
@ -37,4 +37,3 @@ no checkpointing will be done.
=== generation 4. === generation 4.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5.

25
build/run_8/regress.bst
View File

@ -1,21 +1,20 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
TREE-equ: TREE-equ:
y = ((extent - minor) / exp((((area * 0.12869) * (-0.43965 + -0.02259)) + exp((minor / minor))))) y = ((((perimeter / eccentricity) / log(0.92904)) + minor) - (((convex - major) * -0.62099) * eccentricity))

23
build/run_8/regress.fn
View File

@ -1,15 +1,14 @@
Hits: 2415, Total Size: 2810, Percent Hit: 85.943060 Hits: 2451, Total Size: 2810, Percent Hit: 87.224199
CC: 996 CC: 1076
CO: 126 CO: 35
OO: 1419 OO: 1375
OC: 269 OC: 324
Fitness: 0.998849 Fitness: 0.998886
Hits: 868 Hits: 897
y = ((extent - minor) / exp((((area * 0.12869) * (-0.43965 + -0.02259)) + exp((minor / minor))))) y = ((((perimeter / eccentricity) / log(0.92904)) + minor) - (((convex - major) * -0.62099) * eccentricity))
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))

350
build/run_8/regress.his
View File

@ -1,305 +1,301 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 0 current generation: 0
generation: 0 generation: 0
nodes: 13 nodes: 82
depth: 3 depth: 6
hits: 773 hits: 652
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 773 hits: 652
raw fitness: 773.0000 raw fitness: 652.0000
standardized fitness: 773.0000 standardized fitness: 652.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9985
TREE: TREE:
(/ (/ (log extent) (/ (* (* (/ (* (log area)
(* perimeter major)) (exp convex))
(/ (log eccentricity) (* (- eccentricity eccentricity)
(- eccentricity 0.88329))) (/ 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 === === BEST-OF-RUN ===
current generation: 1 current generation: 1
generation: 0 generation: 1
nodes: 13 nodes: 7
depth: 3 depth: 2
hits: 773 hits: 794
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 773 hits: 794
raw fitness: 773.0000 raw fitness: 794.0000
standardized fitness: 773.0000 standardized fitness: 794.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9987
TREE: TREE:
(/ (/ (log extent) (+ (* convex -0.88906)
(* perimeter major)) (* convex eccentricity))
(/ (log eccentricity)
(- eccentricity 0.88329)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 2 current generation: 2
generation: 0 generation: 1
nodes: 13 nodes: 7
depth: 3 depth: 2
hits: 773 hits: 794
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 773 hits: 794
raw fitness: 773.0000 raw fitness: 794.0000
standardized fitness: 773.0000 standardized fitness: 794.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9987
TREE: TREE:
(/ (/ (log extent) (+ (* convex -0.88906)
(* perimeter major)) (* convex eccentricity))
(/ (log eccentricity)
(- eccentricity 0.88329)))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 3 current generation: 3
generation: 3 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 791 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 791 hits: 897
raw fitness: 791.0000 raw fitness: 897.0000
standardized fitness: 791.0000 standardized fitness: 897.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(* perimeter
(log -0.90419)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 4 current generation: 4
generation: 3 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 791 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 791 hits: 897
raw fitness: 791.0000 raw fitness: 897.0000
standardized fitness: 791.0000 standardized fitness: 897.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(* perimeter
(log -0.90419)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 5 current generation: 5
generation: 3 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 791 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 791 hits: 897
raw fitness: 791.0000 raw fitness: 897.0000
standardized fitness: 791.0000 standardized fitness: 897.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(* perimeter
(log -0.90419)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 6 current generation: 6
generation: 3 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 791 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 791 hits: 897
raw fitness: 791.0000 raw fitness: 897.0000
standardized fitness: 791.0000 standardized fitness: 897.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(* perimeter
(log -0.90419)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 7 current generation: 7
generation: 3 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 791 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 791 hits: 897
raw fitness: 791.0000 raw fitness: 897.0000
standardized fitness: 791.0000 standardized fitness: 897.0000
adjusted fitness: 0.9987 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(* perimeter
(log -0.90419)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 8 current generation: 8
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 9 current generation: 9
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 10 current generation: 10
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 11 current generation: 11
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 12 current generation: 12
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 13 current generation: 13
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))
=== BEST-OF-RUN === === BEST-OF-RUN ===
current generation: 14 current generation: 14
generation: 8 generation: 3
nodes: 17 nodes: 16
depth: 5 depth: 4
hits: 868 hits: 897
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 868 hits: 897
raw fitness: 868.0000 raw fitness: 897.0000
standardized fitness: 868.0000 standardized fitness: 897.0000
adjusted fitness: 0.9988 adjusted fitness: 0.9989
TREE: TREE:
(/ (- extent minor) (- (+ (/ (/ perimeter eccentricity)
(exp (+ (* (* area 0.12869) (log 0.92904)) minor)
(+ -0.43965 -0.02259)) (* (* (- convex major) -0.62099) eccentricity))
(exp (/ minor minor)))))

1996
build/run_8/regress.prg
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File diff suppressed because it is too large Load Diff

30
build/run_8/regress.stt
View File

@ -1,16 +1,16 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9578 0.9987 0.0000 18.859 3.490 13 3 53 5 0.9578 0.9987 0.0000 18.859 3.490 13 3 53 5 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 0.9921 0.9987 0.0000 16.877 3.557 13 3 16 4 0.9750 0.9987 0.0000 17.868 3.524 13 3 53 5 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 0.9894 0.9987 0.0000 16.219 3.605 13 3 13 4 0.9798 0.9987 0.0000 17.318 3.551 13 3 53 5 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 0.9928 0.9987 0.0000 15.152 3.604 17 5 77 8 0.9831 0.9987 0.0000 16.777 3.564 17 5 53 5 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 0.9930 0.9987 0.0000 14.469 3.603 17 5 46 7 0.9850 0.9987 0.0000 16.315 3.572 17 5 53 5 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 0.9940 0.9987 0.0000 13.684 3.577 17 5 97 10 0.9865 0.9987 0.0000 15.877 3.573 17 5 53 5 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 0.9944 0.9987 0.0000 12.833 3.490 17 5 44 11 0.9877 0.9987 0.0000 15.442 3.561 17 5 53 5 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 0.9987 0.0000 12.206 3.423 17 5 19 6 0.9883 0.9987 0.0000 15.037 3.544 17 5 53 5 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 0.9948 0.9988 0.0000 11.805 3.358 17 5 28 8 0.9890 0.9988 0.0000 14.678 3.523 17 5 53 5 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 0.9948 0.9988 0.0000 11.124 3.291 17 5 11 5 0.9896 0.9988 0.0000 14.323 3.500 17 5 53 5 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 0.9964 0.9988 0.0000 10.585 3.233 17 5 20 5 0.9902 0.9988 0.0000 13.983 3.475 17 5 53 5 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 0.9960 0.9988 0.0000 9.937 3.145 17 5 7 3 0.9907 0.9988 0.0000 13.646 3.448 17 5 53 5 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 0.9964 0.9988 0.0000 9.479 3.054 17 5 35 7 0.9912 0.9988 0.0000 13.325 3.418 17 5 53 5 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 0.9974 0.9988 0.0000 8.898 2.961 17 5 46 10 0.9916 0.9988 0.0000 13.009 3.385 17 5 53 5 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 0.9962 0.9988 0.0000 8.535 2.913 17 5 20 7 0.9919 0.9988 0.0000 12.711 3.354 17 5 53 5 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

15
build/run_8/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 800. no random number seed specfied; using 1263.
creating initial population(s): creating initial population(s):
7323 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. initial population(s) complete.
@ -26,10 +26,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -38,7 +38,7 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -50,10 +50,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 9. === generation 9.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 10. === generation 10.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 11. === generation 11.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -67,4 +67,3 @@ no checkpointing will be done.
=== generation 14. === generation 14.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 15.

22
build/run_9/regress.bst
View File

@ -1,22 +1,18 @@
=== BEST-OF-RUN === === BEST-OF-RUN ===
generation: 23 generation: 5
nodes: 23 nodes: 6
depth: 6 depth: 3
hits: 945 hits: 884
TOP INDIVIDUAL: TOP INDIVIDUAL:
-- #1 -- -- #1 --
hits: 945 hits: 884
raw fitness: 945.0000 raw fitness: 884.0000
standardized fitness: 945.0000 standardized fitness: 884.0000
adjusted fitness: 0.9989 adjusted fitness: 0.9989
TREE: TREE:
(/ (+ (/ (* perimeter -0.79452) (/ (exp (* -0.05646 convex)) -0.17739)
(log major)) extent)
(* (exp (- (log (* area convex))
(* (exp 0.63537)
(* eccentricity perimeter)))) 0.37993))
TREE-equ: TREE-equ:
y = ((((perimeter * -0.79452) / log(major)) + extent) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * 0.37993)) y = (exp((-0.05646 * convex)) / -0.17739)

22
build/run_9/regress.fn
View File

@ -1,16 +1,12 @@
Hits: 2560, Total Size: 2810, Percent Hit: 91.103203 Hits: 2470, Total Size: 2810, Percent Hit: 87.900356
CC: 1034 CC: 921
CO: 69 CO: 194
OO: 1526 OO: 1549
OC: 181 OC: 146
Fitness: 0.998943 Fitness: 0.998870
Hits: 945 Hits: 884
y = ((((perimeter * -0.79452) / log(major)) + extent) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * 0.37993)) y = (exp((-0.05646 * convex)) / -0.17739)
(/ (+ (/ (* perimeter -0.79452) (/ (exp (* -0.05646 convex)) -0.17739)
(log major)) extent)
(* (exp (- (log (* area convex))
(* (exp 0.63537)
(* eccentricity perimeter)))) 0.37993))

1431
build/run_9/regress.his
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File diff suppressed because it is too large Load Diff

1988
build/run_9/regress.prg
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File diff suppressed because it is too large Load Diff

67
build/run_9/regress.stt
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@ -1,53 +1,16 @@
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
0 0 0.9641 0.9989 0.0000 18.169 3.447 51 5 33 5 0.9641 0.9989 0.0000 18.169 3.447 51 5 33 5 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 0.9904 0.9989 0.0000 16.060 3.481 79 6 42 7 0.9773 0.9989 0.0000 17.115 3.464 79 6 33 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 0.9927 0.9989 0.0000 15.464 3.534 79 6 33 7 0.9824 0.9989 0.0000 16.565 3.487 79 6 33 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 0.9933 0.9989 0.0000 15.284 3.595 79 6 33 7 0.9851 0.9989 0.0000 16.245 3.514 79 6 33 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 0.9946 0.9989 0.0000 14.654 3.575 79 6 47 7 0.9870 0.9989 0.0000 15.926 3.526 79 6 33 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 0.9941 0.9989 0.0000 14.011 3.569 79 6 14 5 0.9882 0.9989 0.0000 15.607 3.533 79 6 33 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 0.9933 0.9989 0.0000 13.537 3.561 79 6 111 16 0.9889 0.9989 0.0000 15.311 3.537 79 6 33 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 0.9947 0.9989 0.0000 12.982 3.534 79 6 50 11 0.9896 0.9989 0.0000 15.020 3.537 79 6 33 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 0.9951 0.9989 0.0000 12.352 3.436 79 6 88 10 0.9902 0.9989 0.0000 14.724 3.526 79 6 33 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 0.9955 0.9989 0.0000 11.909 3.432 79 6 37 11 0.9908 0.9989 0.0000 14.442 3.516 79 6 33 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 0.9959 0.9989 0.0000 11.624 3.391 79 6 49 8 0.9912 0.9989 0.0000 14.186 3.505 79 6 33 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 0.9959 0.9989 0.0000 10.793 3.228 79 6 19 6 0.9916 0.9989 0.0000 13.903 3.482 79 6 33 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 0.9955 0.9989 0.0000 10.346 3.154 79 6 22 8 0.9919 0.9989 0.0000 13.630 3.457 79 6 33 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 0.9957 0.9989 0.0000 9.605 3.002 79 6 60 8 0.9922 0.9989 0.0000 13.342 3.424 79 6 33 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 0.9963 0.9989 0.0000 9.303 2.969 79 6 29 12 0.9924 0.9989 0.0000 13.073 3.394 79 6 33 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
15 0 0.9961 0.9989 0.0000 8.718 2.846 79 6 16 8 0.9927 0.9989 0.0000 12.801 3.359 79 6 33 5
16 0 0.9959 0.9989 0.0000 8.423 2.799 79 6 12 6 0.9929 0.9989 0.0000 12.543 3.326 79 6 33 5
17 0 0.9975 0.9989 0.0000 8.371 2.803 79 6 27 9 0.9931 0.9989 0.0000 12.311 3.297 79 6 33 5
18 0 0.9971 0.9989 0.0000 8.096 2.712 79 6 53 11 0.9933 0.9989 0.0000 12.090 3.267 79 6 33 5
19 0 0.9967 0.9989 0.0000 7.748 2.647 79 6 15 6 0.9935 0.9989 0.0000 11.872 3.236 79 6 33 5
20 0 0.9971 0.9989 0.0000 7.668 2.626 79 6 11 4 0.9937 0.9989 0.0000 11.672 3.207 79 6 33 5
21 0 0.9963 0.9989 0.0000 7.350 2.542 79 6 9 3 0.9938 0.9989 0.0000 11.476 3.176 79 6 33 5
22 0 0.9977 0.9989 0.0000 6.948 2.451 79 6 14 4 0.9939 0.9989 0.0000 11.279 3.145 79 6 33 5
23 0 0.9977 0.9989 0.0000 6.761 2.422 23 6 9 5 0.9941 0.9989 0.0000 11.091 3.115 23 6 33 5
24 0 0.9969 0.9989 0.0000 6.451 2.325 23 6 23 7 0.9942 0.9989 0.0000 10.905 3.083 23 6 33 5
25 0 0.9971 0.9989 0.0000 6.306 2.288 23 6 60 9 0.9943 0.9989 0.0000 10.728 3.052 23 6 33 5
26 0 0.9975 0.9989 0.0000 6.209 2.288 23 6 20 7 0.9944 0.9989 0.0000 10.561 3.024 23 6 33 5
27 0 0.9977 0.9989 0.0000 5.967 2.228 23 6 11 3 0.9946 0.9989 0.0000 10.397 2.996 23 6 33 5
28 0 0.9981 0.9989 0.9974 5.884 2.184 23 6 3 1 0.9947 0.9989 0.0000 10.241 2.968 23 6 33 5
29 0 0.9971 0.9989 0.0000 5.793 2.197 23 6 14 7 0.9948 0.9989 0.0000 10.093 2.942 23 6 33 5
30 0 0.9981 0.9989 0.9962 5.610 2.137 23 6 4 2 0.9949 0.9989 0.0000 9.948 2.916 23 6 33 5
31 0 0.9973 0.9989 0.0000 5.621 2.142 23 6 16 6 0.9949 0.9989 0.0000 9.813 2.892 23 6 33 5
32 0 0.9973 0.9989 0.0000 5.674 2.148 23 6 19 7 0.9950 0.9989 0.0000 9.688 2.869 23 6 33 5
33 0 0.9977 0.9989 0.0000 5.393 2.060 23 6 8 3 0.9951 0.9989 0.0000 9.561 2.846 23 6 33 5
34 0 0.9977 0.9989 0.0000 5.380 2.051 23 6 22 7 0.9952 0.9989 0.0000 9.442 2.823 23 6 33 5
35 0 0.9979 0.9989 0.0000 5.207 2.000 23 6 18 7 0.9952 0.9989 0.0000 9.324 2.800 23 6 33 5
36 0 0.9973 0.9989 0.0000 4.995 1.939 23 6 12 5 0.9953 0.9989 0.0000 9.207 2.777 23 6 33 5
37 0 0.9975 0.9989 0.0000 4.949 1.899 23 6 17 6 0.9953 0.9989 0.0000 9.095 2.754 23 6 33 5
38 0 0.9973 0.9989 0.0000 4.871 1.878 23 6 26 7 0.9954 0.9989 0.0000 8.987 2.731 23 6 33 5
39 0 0.9981 0.9989 0.9962 4.859 1.868 23 6 6 2 0.9955 0.9989 0.0000 8.884 2.710 23 6 33 5
40 0 0.9979 0.9989 0.0000 4.819 1.864 23 6 11 5 0.9955 0.9989 0.0000 8.785 2.689 23 6 33 5
41 0 0.9971 0.9989 0.0000 4.756 1.840 23 6 6 2 0.9956 0.9989 0.0000 8.689 2.669 23 6 33 5
42 0 0.9977 0.9989 0.0000 4.756 1.847 23 6 9 4 0.9956 0.9989 0.0000 8.597 2.650 23 6 33 5
43 0 0.9979 0.9989 0.0000 4.754 1.814 23 6 11 4 0.9957 0.9989 0.0000 8.510 2.631 23 6 33 5
44 0 0.9977 0.9989 0.0000 4.739 1.818 23 6 8 4 0.9957 0.9989 0.0000 8.426 2.613 23 6 33 5
45 0 0.9977 0.9989 0.0000 4.708 1.825 23 6 7 3 0.9957 0.9989 0.0000 8.345 2.595 23 6 33 5
46 0 0.9977 0.9989 0.0000 4.611 1.805 23 6 16 5 0.9958 0.9989 0.0000 8.266 2.579 23 6 33 5
47 0 0.9977 0.9989 0.0000 4.509 1.755 23 6 12 4 0.9958 0.9989 0.0000 8.187 2.561 23 6 33 5
48 0 0.9981 0.9989 0.9958 4.437 1.734 23 6 7 3 0.9959 0.9989 0.0000 8.111 2.545 23 6 33 5
49 0 0.9979 0.9989 0.0000 4.351 1.685 23 6 13 6 0.9959 0.9989 0.0000 8.036 2.527 23 6 33 5
50 0 0.9977 0.9989 0.0000 4.371 1.705 23 6 11 5 0.9959 0.9989 0.0000 7.964 2.511 23 6 33 5
51 0 0.9971 0.9989 0.0000 4.277 1.677 23 6 17 7 0.9960 0.9989 0.0000 7.893 2.495 23 6 33 5

148
build/run_9/regress.sys
View File

@ -14,9 +14,9 @@ building function set(s):
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
tree 0 uses function set 0. tree 0 uses function set 0.
function set complete. function set complete.
no random number seed specfied; using 110. no random number seed specfied; using 315.
creating initial population(s): creating initial population(s):
7385 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. initial population(s) complete.
@ -26,10 +26,10 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 1. === generation 1.
evaluation complete. (1s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 2. === generation 2.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 3. === generation 3.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -39,7 +39,7 @@ no checkpointing will be done.
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 5. === generation 5.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (1s wall)
=== generation 6. === generation 6.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
@ -53,7 +53,7 @@ no checkpointing will be done.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 10. === generation 10.
evaluation complete. (0s wall) evaluation complete. (1s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 11. === generation 11.
evaluation complete. (0s wall) evaluation complete. (0s wall)
@ -67,139 +67,3 @@ no checkpointing will be done.
=== generation 14. === generation 14.
evaluation complete. (0s wall) evaluation complete. (0s wall)
breeding complete. (0s wall) breeding complete. (0s wall)
=== generation 15.
evaluation complete. (0s wall)
breeding complete. (1s wall)
=== generation 16.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 17.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 18.
evaluation complete. (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. (0s wall)
breeding complete. (0s wall)
=== generation 23.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 24.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 25.
evaluation complete. (1s wall)
breeding complete. (0s wall)
=== generation 26.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 27.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 28.
evaluation complete. (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. (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. (1s wall)
breeding complete. (0s wall)
=== generation 40.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 41.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 42.
evaluation complete. (0s wall)
breeding complete. (0s wall)
=== generation 43.
evaluation complete. (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. (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: 64358010
freed: 64310010
not freed: 48000
max allocated: 2513950
malloc'ed blocks: 924499
realloc'ed blocks: 8
free'ed blocks: 924493
------- time -------
overall: 6s wall
evaluation: 3s wall
breeding: 1s wall
------- generation spaces -------
space 0 size: 200
space 1 size: 100
------- ephemeral random constants -------
used: 23598
freed: 23598
allocated: 6000
blocks: 11

5
lib/lilgp/kernel/gp.c
View File

@ -175,9 +175,12 @@ void run_gp(multipop* mpop, int startgen,
/* the big loop. */ /* the big loop. */
for (gen = startgen; gen <= maxgen && !term; ++gen) for (gen = startgen; gen <= maxgen && !term; ++gen)
{ {
term = app_begin_of_evaluation(gen, mpop);
if (term)
break;
oprintf(OUT_SYS, 20, oprintf(OUT_SYS, 20,
"=== generation %d.\n", gen); "=== generation %d.\n", gen);
app_begin_of_evaluation(gen, mpop);
/* unless this is the first generation after loading a checkpoint /* unless this is the first generation after loading a checkpoint
file... */ file... */

2
lib/lilgp/kernel/protoapp.h
View File

@ -39,7 +39,7 @@ int app_initialize ( int );
void app_uninitialize ( void ); void app_uninitialize ( void );
void app_write_checkpoint ( FILE * ); void app_write_checkpoint ( FILE * );
void app_read_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 * ); int app_end_of_evaluation ( int, multipop *, int, popstats *, popstats * );
void app_end_of_breeding ( int, multipop * ); void app_end_of_breeding ( int, multipop * );

10
src/program/app.cpp
View File

@ -59,6 +59,7 @@ std::unique_ptr<std::thread> network_thread;
std::atomic_bool running = true; std::atomic_bool running = true;
// should the system pause at the beginning of evaluation for further instructions? // should the system pause at the beginning of evaluation for further instructions?
std::atomic_bool paused = true; std::atomic_bool paused = true;
std::atomic_bool close_requested = false;
// number of generations left to run before switching to child eval // number of generations left to run before switching to child eval
std::atomic_int32_t generations_left = -1; std::atomic_int32_t generations_left = -1;
// mutex for accessing any control variable. not needed // mutex for accessing any control variable. not needed
@ -136,7 +137,10 @@ void handle_networking()
{ {
BLT_DEBUG("We are a child who is going to be killed!"); BLT_DEBUG("We are a child who is going to be killed!");
close(our_socket); close(our_socket);
std::exit(0); //std::exit(0);
close_requested = true;
running = false;
break;
} }
break; break;
case packet_id::AVG_FIT: case packet_id::AVG_FIT:
@ -169,7 +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()); 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) if (generations_left == 0)
@ -191,6 +195,8 @@ extern "C" void app_begin_of_evaluation(int gen, multipop* mpop)
// i love busy looping // i love busy looping
while (paused) while (paused)
std::this_thread::sleep_for(std::chrono::milliseconds(1)); 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) extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popstats* gen_stats, popstats* run_stats)