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OO: 1339
|
||||
OC: 342
|
||||
Fitness: 0.998862
|
||||
Hits: 878
|
||||
|
||||
|
||||
y = log((eccentricity - ((eccentricity * 0.04976) / -0.39726)))
|
||||
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))))))
|
||||
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(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))))))
|
||||
|
|
|
|||
|
|
@ -1,105 +1,343 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 69
|
||||
depth: 6
|
||||
hits: 713
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 713
|
||||
raw fitness: 713.0000
|
||||
standardized fitness: 713.0000
|
||||
adjusted fitness: 0.9986
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (* (/ (+ (* (+ perimeter extent)
|
||||
(+ major area))
|
||||
(log (- -0.38645 major)))
|
||||
(log (* (log area)
|
||||
(log eccentricity))))
|
||||
(- (exp (/ (log perimeter)
|
||||
(- -0.87062 extent)))
|
||||
(/ (* (log eccentricity)
|
||||
(+ area convex))
|
||||
(exp (* minor perimeter)))))
|
||||
(- (log (/ (exp (- eccentricity eccentricity))
|
||||
(log (/ area 0.59518))))
|
||||
(+ (log (* (/ extent extent)
|
||||
(+ eccentricity perimeter)))
|
||||
(/ (log (exp major))
|
||||
(- (exp eccentricity)
|
||||
(exp minor))))))
|
||||
(log (+ eccentricity 0.10853))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 7
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 766
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 766
|
||||
raw fitness: 766.0000
|
||||
standardized fitness: 766.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(- (/ perimeter -0.03876)
|
||||
(* convex -0.91846))
|
||||
(log (+ eccentricity 0.10853))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(log (+ eccentricity 0.10853))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(log (+ eccentricity 0.10853))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 790
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 799
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 790
|
||||
raw fitness: 790.0000
|
||||
standardized fitness: 790.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 799
|
||||
raw fitness: 799.0000
|
||||
standardized fitness: 799.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (- eccentricity
|
||||
(/ (* eccentricity 0.04976) -0.39726)))
|
||||
(log (+ eccentricity 0.10853))
|
||||
=== 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))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,16 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9605 0.9986 0.0000 18.681 3.501 69 6 62 6 0.9605 0.9986 0.0000 18.681 3.501 69 6 62 6
|
||||
1 0 0.9914 0.9987 0.0000 16.815 3.569 7 2 30 5 0.9759 0.9987 0.0000 17.748 3.535 7 2 62 6
|
||||
2 0 0.9906 0.9987 0.0000 15.560 3.616 8 4 14 6 0.9808 0.9987 0.0000 17.019 3.562 8 4 62 6
|
||||
3 0 0.9908 0.9987 0.0000 14.738 3.612 8 4 55 5 0.9833 0.9987 0.0000 16.448 3.575 8 4 62 6
|
||||
4 0 0.9932 0.9987 0.0000 14.002 3.609 8 4 14 4 0.9853 0.9987 0.0000 15.959 3.582 8 4 62 6
|
||||
0 0 0.9534 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,27 +14,57 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 558.
|
||||
no random number seed specfied; using 250.
|
||||
creating initial population(s):
|
||||
7359 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7218 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (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.
|
||||
|
|
|
|||
|
|
@ -1,31 +1,29 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 0
|
||||
nodes: 60
|
||||
generation: 2
|
||||
nodes: 47
|
||||
depth: 6
|
||||
hits: 746
|
||||
hits: 900
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 900
|
||||
raw fitness: 900.0000
|
||||
standardized fitness: 900.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (* (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))))))
|
||||
TREE-equ:
|
||||
y = ((log((log((eccentricity * major)) / log((extent - convex)))) * ((exp((area / area)) + (log(major) - (major + perimeter))) * exp(log((extent - minor))))) / ((exp(((convex - -0.26756) * (eccentricity - 0.89808))) + (log(log(convex)) - log(exp(extent)))) - log(((exp(perimeter) / (area / minor)) * ((minor + extent) * exp(extent))))))
|
||||
y = ((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))))))
|
||||
|
|
|
|||
|
|
@ -1,25 +1,23 @@
|
|||
Hits: 2167, Total Size: 2810, Percent Hit: 77.117438
|
||||
CC: 668
|
||||
CO: 445
|
||||
OO: 1499
|
||||
OC: 198
|
||||
Fitness: 0.998661
|
||||
Hits: 746
|
||||
Hits: 2511, Total Size: 2810, Percent Hit: 89.359431
|
||||
CC: 997
|
||||
CO: 124
|
||||
OO: 1514
|
||||
OC: 175
|
||||
Fitness: 0.998890
|
||||
Hits: 900
|
||||
|
||||
|
||||
y = ((log((log((eccentricity * major)) / log((extent - convex)))) * ((exp((area / area)) + (log(major) - (major + perimeter))) * exp(log((extent - minor))))) / ((exp(((convex - -0.26756) * (eccentricity - 0.89808))) + (log(log(convex)) - log(exp(extent)))) - log(((exp(perimeter) / (area / minor)) * ((minor + extent) * exp(extent))))))
|
||||
y = ((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))))))
|
||||
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (* (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))))))
|
||||
|
|
|
|||
|
|
@ -1,150 +1,550 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
nodes: 30
|
||||
depth: 5
|
||||
hits: 808
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 808
|
||||
raw fitness: 808.0000
|
||||
standardized fitness: 808.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(* (log (exp (+ (- extent perimeter)
|
||||
(* perimeter -0.71486))))
|
||||
(/ (exp (log (+ eccentricity extent)))
|
||||
(/ (+ (+ convex extent)
|
||||
(exp minor))
|
||||
(+ (+ extent convex)
|
||||
(- perimeter -0.01918)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 60
|
||||
depth: 6
|
||||
hits: 746
|
||||
nodes: 30
|
||||
depth: 5
|
||||
hits: 808
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 808
|
||||
raw fitness: 808.0000
|
||||
standardized fitness: 808.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(* (log (exp (+ (- extent perimeter)
|
||||
(* perimeter -0.71486))))
|
||||
(/ (exp (log (+ eccentricity extent)))
|
||||
(/ (+ (+ convex extent)
|
||||
(exp minor))
|
||||
(+ (+ extent convex)
|
||||
(- perimeter -0.01918)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 60
|
||||
generation: 2
|
||||
nodes: 47
|
||||
depth: 6
|
||||
hits: 746
|
||||
hits: 900
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 900
|
||||
raw fitness: 900.0000
|
||||
standardized fitness: 900.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (* (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: 3
|
||||
generation: 0
|
||||
nodes: 60
|
||||
generation: 2
|
||||
nodes: 47
|
||||
depth: 6
|
||||
hits: 746
|
||||
hits: 900
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 900
|
||||
raw fitness: 900.0000
|
||||
standardized fitness: 900.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (* (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: 4
|
||||
generation: 0
|
||||
nodes: 60
|
||||
generation: 2
|
||||
nodes: 47
|
||||
depth: 6
|
||||
hits: 746
|
||||
hits: 900
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 746
|
||||
raw fitness: 746.0000
|
||||
standardized fitness: 746.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 900
|
||||
raw fitness: 900.0000
|
||||
standardized fitness: 900.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (* (log (/ (log (* eccentricity major))
|
||||
(log (- extent convex))))
|
||||
(* (+ (exp (/ area area))
|
||||
(- (log major)
|
||||
(+ major perimeter)))
|
||||
(exp (log (- extent minor)))))
|
||||
(- (+ (exp (* (- convex -0.26756)
|
||||
(- eccentricity 0.89808)))
|
||||
(- (log (log convex))
|
||||
(log (exp extent))))
|
||||
(log (* (/ (exp perimeter)
|
||||
(/ area minor))
|
||||
(* (+ minor extent)
|
||||
(exp extent))))))
|
||||
(- (* (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: 5
|
||||
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: 6
|
||||
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: 7
|
||||
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: 8
|
||||
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: 9
|
||||
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: 10
|
||||
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: 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))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,21 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9518 0.9987 0.0000 18.678 3.507 60 6 80 6 0.9518 0.9987 0.0000 18.678 3.507 60 6 80 6
|
||||
1 0 0.9924 0.9987 0.0000 16.785 3.573 60 6 54 6 0.9721 0.9987 0.0000 17.732 3.540 60 6 80 6
|
||||
2 0 0.9915 0.9987 0.0000 16.314 3.634 60 6 21 4 0.9786 0.9987 0.0000 17.259 3.571 60 6 80 6
|
||||
3 0 0.9918 0.9987 0.0000 15.368 3.614 60 6 17 6 0.9819 0.9987 0.0000 16.786 3.582 60 6 80 6
|
||||
4 0 0.9943 0.9987 0.0000 14.519 3.563 60 6 13 4 0.9844 0.9987 0.0000 16.333 3.578 60 6 80 6
|
||||
0 0 0.9549 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,19 +14,19 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 162.
|
||||
no random number seed specfied; using 382.
|
||||
creating initial population(s):
|
||||
7293 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7290 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -36,5 +36,50 @@ no checkpointing will be done.
|
|||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
breeding complete. (1s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 7.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (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.
|
||||
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.
|
||||
|
|
|
|||
|
|
@ -1,22 +1,19 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
generation: 0
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
TREE-equ:
|
||||
y = ((log(extent) - (convex * eccentricity)) / exp((((extent + perimeter) + (0.56548 * perimeter)) - log(convex))))
|
||||
y = ((convex * area) * (eccentricity - 0.89596))
|
||||
|
|
|
|||
|
|
@ -1,16 +1,13 @@
|
|||
Hits: 2577, Total Size: 2810, Percent Hit: 91.708185
|
||||
CC: 986
|
||||
CO: 117
|
||||
OO: 1591
|
||||
OC: 116
|
||||
Fitness: 0.998893
|
||||
Hits: 902
|
||||
Hits: 2184, Total Size: 2810, Percent Hit: 77.722420
|
||||
CC: 761
|
||||
CO: 356
|
||||
OO: 1423
|
||||
OC: 270
|
||||
Fitness: 0.998706
|
||||
Hits: 772
|
||||
|
||||
|
||||
y = ((log(extent) - (convex * eccentricity)) / exp((((extent + perimeter) + (0.56548 * perimeter)) - log(convex))))
|
||||
y = ((convex * area) * (eccentricity - 0.89596))
|
||||
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
|
|
|
|||
|
|
@ -1,8 +1,8 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 56
|
||||
depth: 6
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
|
@ -14,25 +14,13 @@ TOP INDIVIDUAL:
|
|||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(* (exp (+ (* (log (exp eccentricity))
|
||||
(log (/ perimeter eccentricity)))
|
||||
(log (- (- -0.18629 minor)
|
||||
(- perimeter minor)))))
|
||||
(/ (- (/ (log (exp extent))
|
||||
(exp (+ 0.54688 perimeter)))
|
||||
(* (* (log minor)
|
||||
(exp minor))
|
||||
(/ (log extent)
|
||||
(+ minor -0.20361))))
|
||||
(log (* (- (/ area minor)
|
||||
(* 0.21619 perimeter))
|
||||
(/ (log convex)
|
||||
(- extent perimeter))))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 56
|
||||
depth: 6
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
|
@ -44,290 +32,59 @@ TOP INDIVIDUAL:
|
|||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(* (exp (+ (* (log (exp eccentricity))
|
||||
(log (/ perimeter eccentricity)))
|
||||
(log (- (- -0.18629 minor)
|
||||
(- perimeter minor)))))
|
||||
(/ (- (/ (log (exp extent))
|
||||
(exp (+ 0.54688 perimeter)))
|
||||
(* (* (log minor)
|
||||
(exp minor))
|
||||
(/ (log extent)
|
||||
(+ minor -0.20361))))
|
||||
(log (* (- (/ area minor)
|
||||
(* 0.21619 perimeter))
|
||||
(/ (log convex)
|
||||
(- extent perimeter))))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
generation: 0
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
generation: 0
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
generation: 0
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 772
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 772
|
||||
raw fitness: 772.0000
|
||||
standardized fitness: 772.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 2
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- (log extent)
|
||||
(* convex eccentricity))
|
||||
(exp (- (+ (+ extent perimeter)
|
||||
(* 0.56548 perimeter))
|
||||
(log convex))))
|
||||
(* (* convex area)
|
||||
(- eccentricity 0.89596))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,16 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9580 0.9987 0.0000 18.479 3.468 56 6 72 6 0.9580 0.9987 0.0000 18.479 3.468 56 6 72 6
|
||||
1 0 0.9904 0.9987 0.0000 16.783 3.545 56 6 40 6 0.9742 0.9987 0.0000 17.631 3.506 56 6 72 6
|
||||
2 0 0.9913 0.9989 0.0000 15.963 3.597 18 5 8 4 0.9799 0.9989 0.0000 17.075 3.537 18 5 72 6
|
||||
3 0 0.9925 0.9989 0.0000 15.754 3.644 18 5 46 10 0.9830 0.9989 0.0000 16.745 3.563 18 5 72 6
|
||||
4 0 0.9915 0.9989 0.0000 14.986 3.678 18 5 18 5 0.9847 0.9989 0.0000 16.393 3.586 18 5 72 6
|
||||
5 0 0.9933 0.9989 0.0000 14.193 3.641 18 5 7 4 0.9861 0.9989 0.0000 16.026 3.596 18 5 72 6
|
||||
6 0 0.9937 0.9989 0.0000 13.685 3.668 18 5 54 7 0.9872 0.9989 0.0000 15.692 3.606 18 5 72 6
|
||||
7 0 0.9955 0.9989 0.0000 12.818 3.594 18 5 47 10 0.9882 0.9989 0.0000 15.333 3.604 18 5 72 6
|
||||
8 0 0.9959 0.9989 0.0000 12.217 3.553 18 5 24 9 0.9891 0.9989 0.0000 14.987 3.599 18 5 72 6
|
||||
9 0 0.9945 0.9989 0.0000 11.724 3.487 18 5 25 9 0.9896 0.9989 0.0000 14.660 3.588 18 5 72 6
|
||||
10 0 0.9965 0.9989 0.0000 11.156 3.372 18 5 79 12 0.9902 0.9989 0.0000 14.342 3.568 18 5 72 6
|
||||
11 0 0.9965 0.9989 0.0000 10.610 3.267 18 5 49 9 0.9908 0.9989 0.0000 14.031 3.543 18 5 72 6
|
||||
12 0 0.9953 0.9989 0.0000 10.361 3.267 18 5 5 2 0.9911 0.9989 0.0000 13.748 3.522 18 5 72 6
|
||||
13 0 0.9965 0.9989 0.0000 10.136 3.221 18 5 44 7 0.9915 0.9989 0.0000 13.490 3.500 18 5 72 6
|
||||
14 0 0.9971 0.9989 0.0000 9.683 3.144 18 5 37 9 0.9919 0.9989 0.0000 13.237 3.476 18 5 72 6
|
||||
0 0 0.9567 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,57 +14,27 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 85.
|
||||
no random number seed specfied; using 2926.
|
||||
creating initial population(s):
|
||||
7315 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7304 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 7.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 11.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 12.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 13.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
|
|
|
|||
|
|
@ -1,24 +1,18 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 4
|
||||
hits: 775
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 775
|
||||
raw fitness: 775.0000
|
||||
standardized fitness: 775.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
TREE-equ:
|
||||
y = log(((((major / convex) / extent) / (exp(major) + (extent + extent))) / (exp((minor + perimeter)) - ((area + ((eccentricity + extent) + eccentricity)) / (extent + extent)))))
|
||||
y = log(exp(((area - convex) - perimeter)))
|
||||
|
|
|
|||
|
|
@ -1,18 +1,12 @@
|
|||
Hits: 2560, Total Size: 2810, Percent Hit: 91.103203
|
||||
CC: 985
|
||||
CO: 162
|
||||
OO: 1575
|
||||
OC: 88
|
||||
Fitness: 0.998907
|
||||
Hits: 914
|
||||
Hits: 2183, Total Size: 2810, Percent Hit: 77.686833
|
||||
CC: 847
|
||||
CO: 300
|
||||
OO: 1336
|
||||
OC: 327
|
||||
Fitness: 0.998711
|
||||
Hits: 775
|
||||
|
||||
|
||||
y = log(((((major / convex) / extent) / (exp(major) + (extent + extent))) / (exp((minor + perimeter)) - ((area + ((eccentricity + extent) + eccentricity)) / (extent + extent)))))
|
||||
y = log(exp(((area - convex) - perimeter)))
|
||||
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
|
|
|
|||
|
|
@ -1,559 +1,87 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
nodes: 11
|
||||
depth: 3
|
||||
hits: 671
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 671
|
||||
raw fitness: 671.0000
|
||||
standardized fitness: 671.0000
|
||||
adjusted fitness: 0.9985
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(/ (* (exp major)
|
||||
(/ -0.49892 eccentricity))
|
||||
(exp (+ major perimeter)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 4
|
||||
hits: 775
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 775
|
||||
raw fitness: 775.0000
|
||||
standardized fitness: 775.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 4
|
||||
hits: 775
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 775
|
||||
raw fitness: 775.0000
|
||||
standardized fitness: 775.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 4
|
||||
hits: 775
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 775
|
||||
raw fitness: 775.0000
|
||||
standardized fitness: 775.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
generation: 1
|
||||
nodes: 7
|
||||
depth: 4
|
||||
hits: 775
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 775
|
||||
raw fitness: 775.0000
|
||||
standardized fitness: 775.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 0
|
||||
nodes: 25
|
||||
depth: 5
|
||||
hits: 905
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 905
|
||||
raw fitness: 905.0000
|
||||
standardized fitness: 905.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (exp (/ 0.56003 0.96838))
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 11
|
||||
nodes: 26
|
||||
depth: 5
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (+ 0.09651 -0.37710) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (* minor perimeter)
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 20
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 21
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 22
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 23
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 24
|
||||
generation: 16
|
||||
nodes: 30
|
||||
depth: 7
|
||||
hits: 914
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 914
|
||||
raw fitness: 914.0000
|
||||
standardized fitness: 914.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ major convex) extent)
|
||||
(+ (exp major)
|
||||
(+ extent extent)))
|
||||
(- (exp (+ minor perimeter))
|
||||
(/ (+ area
|
||||
(+ (+ eccentricity extent) eccentricity))
|
||||
(+ extent extent)))))
|
||||
(log (exp (- (- area convex) perimeter)))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,26 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9544 0.9989 0.0000 18.677 3.452 25 5 54 6 0.9544 0.9989 0.0000 18.677 3.452 25 5 54 6
|
||||
1 0 0.9911 0.9989 0.0000 16.926 3.556 25 5 51 7 0.9727 0.9989 0.0000 17.802 3.504 25 5 54 6
|
||||
2 0 0.9913 0.9989 0.0000 15.620 3.562 25 5 19 4 0.9789 0.9989 0.0000 17.074 3.523 25 5 54 6
|
||||
3 0 0.9924 0.9989 0.0000 14.647 3.527 25 5 20 6 0.9823 0.9989 0.0000 16.468 3.524 25 5 54 6
|
||||
4 0 0.9932 0.9989 0.0000 13.656 3.527 25 5 24 8 0.9844 0.9989 0.0000 15.905 3.525 25 5 54 6
|
||||
5 0 0.9922 0.9989 0.0000 12.585 3.411 25 5 17 7 0.9857 0.9989 0.0000 15.352 3.506 25 5 54 6
|
||||
6 0 0.9942 0.9989 0.0000 12.082 3.376 25 5 23 7 0.9869 0.9989 0.0000 14.885 3.487 25 5 54 6
|
||||
7 0 0.9966 0.9989 0.0000 11.290 3.241 25 5 16 7 0.9881 0.9989 0.0000 14.435 3.457 25 5 54 6
|
||||
8 0 0.9962 0.9989 0.0000 10.695 3.173 25 5 27 7 0.9890 0.9989 0.0000 14.020 3.425 25 5 54 6
|
||||
9 0 0.9954 0.9989 0.0000 10.256 3.133 25 5 14 7 0.9897 0.9989 0.0000 13.643 3.396 25 5 54 6
|
||||
10 0 0.9950 0.9989 0.0000 9.837 3.070 25 5 28 11 0.9902 0.9989 0.0000 13.297 3.366 25 5 54 6
|
||||
11 0 0.9954 0.9989 0.0000 9.857 3.102 26 5 69 9 0.9906 0.9989 0.0000 13.011 3.344 26 5 54 6
|
||||
12 0 0.9952 0.9989 0.0000 9.325 3.036 26 5 28 8 0.9909 0.9989 0.0000 12.727 3.321 26 5 54 6
|
||||
13 0 0.9964 0.9989 0.0000 9.053 2.962 26 5 9 4 0.9913 0.9989 0.0000 12.465 3.295 26 5 54 6
|
||||
14 0 0.9963 0.9989 0.0000 8.767 2.902 26 5 28 7 0.9917 0.9989 0.0000 12.218 3.269 26 5 54 6
|
||||
15 0 0.9964 0.9989 0.0000 8.226 2.747 26 5 27 7 0.9920 0.9989 0.0000 11.969 3.236 26 5 54 6
|
||||
16 0 0.9956 0.9989 0.0000 7.952 2.697 30 7 66 8 0.9922 0.9989 0.0000 11.732 3.204 30 7 54 6
|
||||
17 0 0.9970 0.9989 0.0000 7.859 2.657 30 7 26 9 0.9924 0.9989 0.0000 11.517 3.174 30 7 54 6
|
||||
18 0 0.9966 0.9989 0.0000 7.538 2.584 30 7 27 13 0.9926 0.9989 0.0000 11.308 3.143 30 7 54 6
|
||||
19 0 0.9968 0.9989 0.0000 7.339 2.545 30 7 42 11 0.9929 0.9989 0.0000 11.109 3.113 30 7 54 6
|
||||
20 0 0.9976 0.9989 0.0000 7.103 2.487 30 7 10 4 0.9931 0.9989 0.0000 10.919 3.083 30 7 54 6
|
||||
21 0 0.9972 0.9989 0.0000 6.771 2.414 30 7 22 7 0.9933 0.9989 0.0000 10.730 3.053 30 7 54 6
|
||||
22 0 0.9966 0.9989 0.0000 6.265 2.264 30 7 43 10 0.9934 0.9989 0.0000 10.536 3.019 30 7 54 6
|
||||
23 0 0.9976 0.9989 0.0000 5.982 2.202 30 7 25 7 0.9936 0.9989 0.0000 10.346 2.985 30 7 54 6
|
||||
24 0 0.9970 0.9989 0.0000 5.766 2.154 30 7 9 4 0.9937 0.9989 0.0000 10.163 2.951 30 7 54 6
|
||||
0 0 0.9590 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,19 +14,19 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 216.
|
||||
no random number seed specfied; using 9336.
|
||||
creating initial population(s):
|
||||
7390 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7241 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -35,66 +35,6 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (1s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 7.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 11.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 12.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 13.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 16.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 17.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 18.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 19.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 20.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 21.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 22.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 23.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 24.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 25.
|
||||
|
|
|
|||
|
|
@ -1,27 +1,37 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 2
|
||||
nodes: 37
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 796
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(/ (+ (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))))))
|
||||
TREE-equ:
|
||||
y = (log(exp(log(((convex / perimeter) - (extent - -0.49143))))) / ((((extent + perimeter) - (convex * extent)) * (exp(eccentricity) + exp(major))) * (((major - 0.27873) + exp(minor)) * (exp(perimeter) * log(perimeter)))))
|
||||
y = ((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))))))
|
||||
|
|
|
|||
|
|
@ -1,21 +1,31 @@
|
|||
Hits: 2151, Total Size: 2810, Percent Hit: 76.548043
|
||||
CC: 1129
|
||||
CO: 14
|
||||
OO: 1022
|
||||
OC: 645
|
||||
Fitness: 0.998745
|
||||
Hits: 796
|
||||
Hits: 2570, Total Size: 2810, Percent Hit: 91.459075
|
||||
CC: 1061
|
||||
CO: 72
|
||||
OO: 1509
|
||||
OC: 168
|
||||
Fitness: 0.998936
|
||||
Hits: 939
|
||||
|
||||
|
||||
y = (log(exp(log(((convex / perimeter) - (extent - -0.49143))))) / ((((extent + perimeter) - (convex * extent)) * (exp(eccentricity) + exp(major))) * (((major - 0.27873) + exp(minor)) * (exp(perimeter) * log(perimeter)))))
|
||||
y = ((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))))))
|
||||
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(/ (+ (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))))))
|
||||
|
|
|
|||
|
|
@ -1,112 +1,894 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 757
|
||||
nodes: 51
|
||||
depth: 5
|
||||
hits: 906
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 757
|
||||
raw fitness: 757.0000
|
||||
standardized fitness: 757.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 906
|
||||
raw fitness: 906.0000
|
||||
standardized fitness: 906.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (- -0.10228 eccentricity))
|
||||
(/ (/ (- (- (log perimeter)
|
||||
(+ minor eccentricity))
|
||||
(exp (exp -0.59550)))
|
||||
(* (/ (exp major)
|
||||
(log extent))
|
||||
(exp (+ 0.16844 perimeter))))
|
||||
(- (- (* (- area eccentricity)
|
||||
(* minor eccentricity))
|
||||
(+ (exp minor)
|
||||
(* minor perimeter)))
|
||||
(* (- (exp -0.05363)
|
||||
(* area area))
|
||||
(- (- major convex)
|
||||
(* -0.96176 major)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 4
|
||||
depth: 2
|
||||
hits: 757
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 757
|
||||
raw fitness: 757.0000
|
||||
standardized fitness: 757.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (- -0.10228 eccentricity))
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 2
|
||||
nodes: 37
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 796
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 2
|
||||
nodes: 37
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 796
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 2
|
||||
nodes: 37
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 796
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 796
|
||||
raw fitness: 796.0000
|
||||
standardized fitness: 796.0000
|
||||
adjusted fitness: 0.9987
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (log (exp (log (- (/ convex perimeter)
|
||||
(- extent -0.49143)))))
|
||||
(* (* (- (+ extent perimeter)
|
||||
(* convex extent))
|
||||
(+ (exp eccentricity)
|
||||
(exp major)))
|
||||
(* (+ (- major 0.27873)
|
||||
(exp minor))
|
||||
(* (exp perimeter)
|
||||
(log perimeter)))))
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 20
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 21
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 22
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 23
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 24
|
||||
generation: 1
|
||||
nodes: 79
|
||||
depth: 6
|
||||
hits: 939
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 939
|
||||
raw fitness: 939.0000
|
||||
standardized fitness: 939.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (+ (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))))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,6 +1,26 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9574 0.9987 0.0000 18.400 3.472 4 2 57 6 0.9574 0.9987 0.0000 18.400 3.472 4 2 57 6
|
||||
1 0 0.9930 0.9987 0.0000 16.793 3.566 4 2 33 6 0.9752 0.9987 0.0000 17.597 3.519 4 2 57 6
|
||||
2 0 0.9920 0.9987 0.0000 15.928 3.629 37 6 33 6 0.9808 0.9987 0.0000 17.040 3.556 37 6 57 6
|
||||
3 0 0.9934 0.9987 0.0000 15.223 3.659 37 6 43 6 0.9839 0.9987 0.0000 16.586 3.582 37 6 57 6
|
||||
4 0 0.9922 0.9987 0.0000 14.665 3.675 37 6 100 10 0.9856 0.9987 0.0000 16.202 3.600 37 6 57 6
|
||||
0 0 0.9641 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,9 +14,9 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 4422.
|
||||
no random number seed specfied; using 110.
|
||||
creating initial population(s):
|
||||
7211 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7385 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
|
|
@ -38,3 +38,63 @@ no checkpointing will be done.
|
|||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (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.
|
||||
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.
|
||||
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.
|
||||
|
|
|
|||
|
|
@ -1,22 +1,19 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
TREE-equ:
|
||||
y = (((log(-0.52450) * log(minor)) * exp(log(eccentricity))) / exp((perimeter - ((area * -0.02148) + eccentricity))))
|
||||
y = log(exp(((minor * eccentricity) / log(eccentricity))))
|
||||
|
|
|
|||
|
|
@ -1,16 +1,13 @@
|
|||
Hits: 2398, Total Size: 2810, Percent Hit: 85.338078
|
||||
CC: 1056
|
||||
CO: 61
|
||||
OO: 1342
|
||||
OC: 351
|
||||
Fitness: 0.998844
|
||||
Hits: 864
|
||||
Hits: 2343, Total Size: 2810, Percent Hit: 83.380783
|
||||
CC: 719
|
||||
CO: 405
|
||||
OO: 1624
|
||||
OC: 62
|
||||
Fitness: 0.998728
|
||||
Hits: 785
|
||||
|
||||
|
||||
y = (((log(-0.52450) * log(minor)) * exp(log(eccentricity))) / exp((perimeter - ((area * -0.02148) + eccentricity))))
|
||||
y = log(exp(((minor * eccentricity) / log(eccentricity))))
|
||||
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
|
|
|
|||
|
|
@ -1,229 +1,181 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 94
|
||||
depth: 6
|
||||
hits: 611
|
||||
nodes: 7
|
||||
depth: 2
|
||||
hits: 723
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 611
|
||||
raw fitness: 611.0000
|
||||
standardized fitness: 611.0000
|
||||
adjusted fitness: 0.9984
|
||||
hits: 723
|
||||
raw fitness: 723.0000
|
||||
standardized fitness: 723.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(+ (+ (/ (log (+ (log major)
|
||||
(/ 0.66193 major)))
|
||||
(/ (+ (+ area eccentricity)
|
||||
(* perimeter eccentricity))
|
||||
(/ (- major major)
|
||||
(log perimeter))))
|
||||
(+ (/ (* (- minor eccentricity)
|
||||
(+ major -0.00849))
|
||||
(/ (/ 0.33991 major)
|
||||
(+ extent convex)))
|
||||
(/ (exp (/ perimeter eccentricity))
|
||||
(- (/ extent extent)
|
||||
(* minor minor)))))
|
||||
(* (* (+ (+ (/ convex minor)
|
||||
(- convex minor))
|
||||
(+ (+ perimeter convex)
|
||||
(exp major)))
|
||||
(+ (- (/ minor extent)
|
||||
(/ extent minor))
|
||||
(* (/ 0.20455 minor)
|
||||
(exp perimeter))))
|
||||
(exp (- (- (log extent)
|
||||
(* perimeter 0.95055))
|
||||
(log (/ minor extent))))))
|
||||
(- (* minor -0.95758)
|
||||
(* -0.41871 major))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
nodes: 13
|
||||
depth: 6
|
||||
hits: 781
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 781
|
||||
raw fitness: 781.0000
|
||||
standardized fitness: 781.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (/ extent
|
||||
(exp (+ (+ (/ major eccentricity)
|
||||
(+ eccentricity eccentricity)) perimeter))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 864
|
||||
generation: 2
|
||||
nodes: 8
|
||||
depth: 4
|
||||
hits: 785
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 864
|
||||
raw fitness: 864.0000
|
||||
standardized fitness: 864.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 785
|
||||
raw fitness: 785.0000
|
||||
standardized fitness: 785.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (* (* (log -0.52450)
|
||||
(log minor))
|
||||
(exp (log eccentricity)))
|
||||
(exp (- perimeter
|
||||
(+ (* area -0.02148) eccentricity))))
|
||||
(log (exp (/ (* minor eccentricity)
|
||||
(log eccentricity))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,11 +1,11 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9616 0.9984 0.0000 18.155 3.430 94 6 46 6 0.9616 0.9984 0.0000 18.155 3.430 94 6 46 6
|
||||
1 0 0.9897 0.9988 0.0000 16.369 3.521 18 5 61 6 0.9757 0.9988 0.0000 17.262 3.475 18 5 46 6
|
||||
2 0 0.9918 0.9988 0.0000 15.625 3.573 18 5 54 8 0.9811 0.9988 0.0000 16.716 3.508 18 5 46 6
|
||||
3 0 0.9942 0.9988 0.0000 14.325 3.505 18 5 71 9 0.9843 0.9988 0.0000 16.118 3.507 18 5 46 6
|
||||
4 0 0.9924 0.9988 0.0000 13.520 3.478 18 5 79 13 0.9860 0.9988 0.0000 15.599 3.501 18 5 46 6
|
||||
5 0 0.9926 0.9988 0.0000 12.868 3.432 18 5 30 9 0.9871 0.9988 0.0000 15.143 3.490 18 5 46 6
|
||||
6 0 0.9924 0.9988 0.0000 11.941 3.350 18 5 35 8 0.9878 0.9988 0.0000 14.686 3.470 18 5 46 6
|
||||
7 0 0.9942 0.9988 0.0000 11.702 3.350 18 5 56 8 0.9886 0.9988 0.0000 14.313 3.455 18 5 46 6
|
||||
8 0 0.9946 0.9988 0.0000 11.001 3.297 18 5 25 8 0.9893 0.9988 0.0000 13.945 3.437 18 5 46 6
|
||||
9 0 0.9958 0.9988 0.0000 10.537 3.226 18 5 7 3 0.9900 0.9988 0.0000 13.604 3.416 18 5 46 6
|
||||
0 0 0.9565 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,19 +14,19 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 148.
|
||||
no random number seed specfied; using 23.
|
||||
creating initial population(s):
|
||||
7433 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7348 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -35,7 +35,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,7 +47,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
|
|||
|
|
@ -1,20 +1,26 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
TREE-equ:
|
||||
y = log(log(log(log(((((extent / major) / (extent - convex)) - exp(log(major))) + major)))))
|
||||
y = log((((exp(major) * ((minor - 0.24886) + log(area))) / exp(perimeter)) / (((convex + convex) / (perimeter / convex)) - ((minor + extent) - ((perimeter * exp((perimeter + eccentricity))) / convex)))))
|
||||
|
|
|
|||
|
|
@ -1,14 +1,20 @@
|
|||
Hits: 2431, Total Size: 2810, Percent Hit: 86.512456
|
||||
CC: 937
|
||||
CO: 189
|
||||
OO: 1494
|
||||
OC: 190
|
||||
Fitness: 0.998834
|
||||
Hits: 857
|
||||
Hits: 2463, Total Size: 2810, Percent Hit: 87.651246
|
||||
CC: 768
|
||||
CO: 322
|
||||
OO: 1695
|
||||
OC: 25
|
||||
Fitness: 0.998795
|
||||
Hits: 829
|
||||
|
||||
|
||||
y = log(log(log(log(((((extent / major) / (extent - convex)) - exp(log(major))) + major)))))
|
||||
y = log((((exp(major) * ((minor - 0.24886) + log(area))) / exp(perimeter)) / (((convex + convex) / (perimeter / convex)) - ((minor + extent) - ((perimeter * exp((perimeter + eccentricity))) / convex)))))
|
||||
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
|
|
|
|||
|
|
@ -1,197 +1,218 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 24
|
||||
depth: 4
|
||||
hits: 741
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 752
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 741
|
||||
raw fitness: 741.0000
|
||||
standardized fitness: 741.0000
|
||||
hits: 752
|
||||
raw fitness: 752.0000
|
||||
standardized fitness: 752.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (/ (log (- perimeter eccentricity))
|
||||
(* (- minor major)
|
||||
(exp -0.67101)))
|
||||
(/ (exp (+ perimeter major))
|
||||
(/ (/ eccentricity area)
|
||||
(- major minor))))
|
||||
(+ -0.87644 eccentricity)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 765
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 752
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 765
|
||||
raw fitness: 765.0000
|
||||
standardized fitness: 765.0000
|
||||
hits: 752
|
||||
raw fitness: 752.0000
|
||||
standardized fitness: 752.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(- (exp (* (/ major convex)
|
||||
(+ eccentricity
|
||||
(log 0.37117))))
|
||||
(exp (/ (/ eccentricity perimeter)
|
||||
(- -0.58465 extent))))
|
||||
(+ -0.87644 eccentricity)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 1
|
||||
nodes: 18
|
||||
depth: 5
|
||||
hits: 765
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 752
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 765
|
||||
raw fitness: 765.0000
|
||||
standardized fitness: 765.0000
|
||||
hits: 752
|
||||
raw fitness: 752.0000
|
||||
standardized fitness: 752.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(- (exp (* (/ major convex)
|
||||
(+ eccentricity
|
||||
(log 0.37117))))
|
||||
(exp (/ (/ eccentricity perimeter)
|
||||
(- -0.58465 extent))))
|
||||
(+ -0.87644 eccentricity)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 8
|
||||
hits: 857
|
||||
generation: 0
|
||||
nodes: 3
|
||||
depth: 1
|
||||
hits: 752
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 752
|
||||
raw fitness: 752.0000
|
||||
standardized fitness: 752.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(+ -0.87644 eccentricity)
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 3
|
||||
nodes: 17
|
||||
generation: 4
|
||||
nodes: 34
|
||||
depth: 8
|
||||
hits: 857
|
||||
hits: 829
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 857
|
||||
raw fitness: 857.0000
|
||||
standardized fitness: 857.0000
|
||||
hits: 829
|
||||
raw fitness: 829.0000
|
||||
standardized fitness: 829.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(log (log (log (log (+ (- (/ (/ extent major)
|
||||
(- extent convex))
|
||||
(exp (log major))) major)))))
|
||||
(log (/ (/ (* (exp major)
|
||||
(+ (- minor 0.24886)
|
||||
(log area)))
|
||||
(exp perimeter))
|
||||
(- (/ (+ convex convex)
|
||||
(/ perimeter convex))
|
||||
(- (+ minor extent)
|
||||
(/ (* perimeter
|
||||
(exp (+ perimeter eccentricity))) convex)))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,11 +1,11 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9556 0.9987 0.0000 18.551 3.490 24 4 14 5 0.9556 0.9987 0.0000 18.551 3.490 24 4 14 5
|
||||
1 0 0.9894 0.9987 0.0000 16.716 3.563 18 5 12 5 0.9725 0.9987 0.0000 17.634 3.526 18 5 14 5
|
||||
2 0 0.9936 0.9987 0.0000 15.718 3.595 18 5 63 6 0.9796 0.9987 0.0000 16.995 3.549 18 5 14 5
|
||||
3 0 0.9916 0.9988 0.0000 15.004 3.603 17 8 12 5 0.9826 0.9988 0.0000 16.498 3.563 17 8 14 5
|
||||
4 0 0.9938 0.9988 0.0000 14.030 3.537 17 8 29 6 0.9848 0.9988 0.0000 16.004 3.557 17 8 14 5
|
||||
5 0 0.9928 0.9988 0.0000 13.582 3.544 17 8 17 5 0.9862 0.9988 0.0000 15.600 3.555 17 8 14 5
|
||||
6 0 0.9940 0.9988 0.0000 13.179 3.541 17 8 16 5 0.9873 0.9988 0.0000 15.254 3.553 17 8 14 5
|
||||
7 0 0.9940 0.9988 0.0000 12.252 3.431 17 8 51 9 0.9881 0.9988 0.0000 14.879 3.538 17 8 14 5
|
||||
8 0 0.9964 0.9988 0.0000 11.740 3.347 17 8 17 5 0.9890 0.9988 0.0000 14.530 3.517 17 8 14 5
|
||||
9 0 0.9932 0.9988 0.0000 11.327 3.335 17 8 34 7 0.9895 0.9988 0.0000 14.210 3.499 17 8 14 5
|
||||
0 0 0.9584 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,25 +14,25 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 438.
|
||||
no random number seed specfied; using 494.
|
||||
creating initial population(s):
|
||||
7392 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7288 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,7 +47,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
|
|||
|
|
@ -1,27 +1,28 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
generation: 3
|
||||
nodes: 41
|
||||
depth: 8
|
||||
hits: 707
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 707
|
||||
raw fitness: 707.0000
|
||||
standardized fitness: 707.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (/ (* (+ 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)))))
|
||||
TREE-equ:
|
||||
y = log((((((area / area) / (0.74146 - minor)) / (exp(minor) * (convex / area))) / (exp((major + perimeter)) + eccentricity)) / ((((minor / perimeter) - 0.73904) + ((extent - eccentricity) - log(extent))) / exp(((minor - eccentricity) + (-0.77127 + eccentricity))))))
|
||||
y = (((((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)))))
|
||||
|
|
|
|||
|
|
@ -1,21 +1,22 @@
|
|||
Hits: 2573, Total Size: 2810, Percent Hit: 91.565836
|
||||
CC: 970
|
||||
CO: 146
|
||||
OO: 1603
|
||||
OC: 91
|
||||
Fitness: 0.998900
|
||||
Hits: 908
|
||||
Hits: 2156, Total Size: 2810, Percent Hit: 76.725979
|
||||
CC: 491
|
||||
CO: 653
|
||||
OO: 1665
|
||||
OC: 1
|
||||
Fitness: 0.998588
|
||||
Hits: 707
|
||||
|
||||
|
||||
y = log((((((area / area) / (0.74146 - minor)) / (exp(minor) * (convex / area))) / (exp((major + perimeter)) + eccentricity)) / ((((minor / perimeter) - 0.73904) + ((extent - eccentricity) - log(extent))) / exp(((minor - eccentricity) + (-0.77127 + eccentricity))))))
|
||||
y = (((((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)))))
|
||||
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (/ (* (+ 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)))))
|
||||
|
|
|
|||
|
|
@ -1,549 +1,115 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
nodes: 12
|
||||
depth: 4
|
||||
hits: 685
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 685
|
||||
raw fitness: 685.0000
|
||||
standardized fitness: 685.0000
|
||||
adjusted fitness: 0.9985
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(log (/ (exp (* minor eccentricity))
|
||||
(/ (exp minor)
|
||||
(* major major))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
nodes: 12
|
||||
depth: 4
|
||||
hits: 685
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 685
|
||||
raw fitness: 685.0000
|
||||
standardized fitness: 685.0000
|
||||
adjusted fitness: 0.9985
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(log (/ (exp (* minor eccentricity))
|
||||
(/ (exp minor)
|
||||
(* major major))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 51
|
||||
generation: 2
|
||||
nodes: 24
|
||||
depth: 6
|
||||
hits: 901
|
||||
hits: 692
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 692
|
||||
raw fitness: 692.0000
|
||||
standardized fitness: 692.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(log (- (* (- (log minor)
|
||||
(log major))
|
||||
(- (/ minor minor)
|
||||
(+ (exp extent) 0.93547)))
|
||||
(/ major
|
||||
(* (+ major extent)
|
||||
(exp eccentricity)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
generation: 3
|
||||
nodes: 41
|
||||
depth: 8
|
||||
hits: 707
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 707
|
||||
raw fitness: 707.0000
|
||||
standardized fitness: 707.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (/ (* (+ 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)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
generation: 3
|
||||
nodes: 41
|
||||
depth: 8
|
||||
hits: 707
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 707
|
||||
raw fitness: 707.0000
|
||||
standardized fitness: 707.0000
|
||||
adjusted fitness: 0.9986
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 0
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 901
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 901
|
||||
raw fitness: 901.0000
|
||||
standardized fitness: 901.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor perimeter)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 8
|
||||
nodes: 37
|
||||
depth: 6
|
||||
hits: 902
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 902
|
||||
raw fitness: 902.0000
|
||||
standardized fitness: 902.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (* minor minor)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(+ perimeter extent))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 9
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(+ area convex)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor convex)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 9
|
||||
nodes: 51
|
||||
depth: 6
|
||||
hits: 907
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 907
|
||||
raw fitness: 907.0000
|
||||
standardized fitness: 907.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ perimeter major)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(+ area convex)))
|
||||
(+ (exp (+ major perimeter))
|
||||
(+ (+ eccentricity perimeter)
|
||||
(log perimeter))))
|
||||
(/ (+ (- (/ minor convex)
|
||||
(- minor -0.68527))
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 15
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 16
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 17
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 18
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 19
|
||||
generation: 11
|
||||
nodes: 44
|
||||
depth: 6
|
||||
hits: 908
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 908
|
||||
raw fitness: 908.0000
|
||||
standardized fitness: 908.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(log (/ (/ (/ (/ (/ area area)
|
||||
(- 0.74146 minor))
|
||||
(* (exp minor)
|
||||
(/ convex area)))
|
||||
(+ (exp (+ major perimeter)) eccentricity))
|
||||
(/ (+ (- (/ minor perimeter) 0.73904)
|
||||
(- (- extent eccentricity)
|
||||
(log extent)))
|
||||
(exp (+ (- minor eccentricity)
|
||||
(+ -0.77127 eccentricity))))))
|
||||
(/ (* (/ (* (+ 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)))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,21 +1,6 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9595 0.9989 0.0000 18.384 3.480 51 6 27 6 0.9595 0.9989 0.0000 18.384 3.480 51 6 27 6
|
||||
1 0 0.9922 0.9989 0.0000 16.763 3.549 51 6 37 5 0.9759 0.9989 0.0000 17.574 3.514 51 6 27 6
|
||||
2 0 0.9900 0.9989 0.0000 15.787 3.623 51 6 54 7 0.9806 0.9989 0.0000 16.978 3.551 51 6 27 6
|
||||
3 0 0.9930 0.9989 0.0000 15.105 3.612 51 6 22 7 0.9837 0.9989 0.0000 16.510 3.566 51 6 27 6
|
||||
4 0 0.9936 0.9989 0.0000 14.464 3.642 51 6 10 3 0.9857 0.9989 0.0000 16.101 3.581 51 6 27 6
|
||||
5 0 0.9934 0.9989 0.0000 14.071 3.646 51 6 15 6 0.9870 0.9989 0.0000 15.762 3.592 51 6 27 6
|
||||
6 0 0.9930 0.9989 0.0000 13.510 3.599 51 6 11 4 0.9878 0.9989 0.0000 15.441 3.593 51 6 27 6
|
||||
7 0 0.9934 0.9989 0.0000 13.118 3.521 51 6 13 4 0.9885 0.9989 0.0000 15.150 3.584 51 6 27 6
|
||||
8 0 0.9946 0.9989 0.0000 12.009 3.428 37 6 60 7 0.9892 0.9989 0.0000 14.801 3.567 37 6 27 6
|
||||
9 0 0.9948 0.9989 0.0000 11.640 3.427 51 6 23 5 0.9898 0.9989 0.0000 14.485 3.553 51 6 27 6
|
||||
10 0 0.9956 0.9989 0.0000 11.304 3.337 51 6 25 8 0.9903 0.9989 0.0000 14.196 3.533 51 6 27 6
|
||||
11 0 0.9961 0.9989 0.0000 10.588 3.241 44 6 17 5 0.9908 0.9989 0.0000 13.895 3.509 44 6 27 6
|
||||
12 0 0.9958 0.9989 0.0000 10.114 3.144 44 6 43 10 0.9912 0.9989 0.0000 13.604 3.481 44 6 27 6
|
||||
13 0 0.9966 0.9989 0.0000 9.939 3.093 44 6 25 7 0.9916 0.9989 0.0000 13.343 3.453 44 6 27 6
|
||||
14 0 0.9964 0.9989 0.0000 9.439 3.029 44 6 13 5 0.9919 0.9989 0.0000 13.082 3.425 44 6 27 6
|
||||
15 0 0.9952 0.9989 0.0000 8.764 2.913 44 6 35 6 0.9921 0.9989 0.0000 12.812 3.393 44 6 27 6
|
||||
16 0 0.9972 0.9989 0.0000 8.557 2.879 44 6 70 9 0.9924 0.9989 0.0000 12.562 3.362 44 6 27 6
|
||||
17 0 0.9970 0.9989 0.0000 7.868 2.722 44 6 10 5 0.9927 0.9989 0.0000 12.301 3.327 44 6 27 6
|
||||
18 0 0.9972 0.9989 0.0000 7.579 2.649 44 6 9 4 0.9929 0.9989 0.0000 12.053 3.291 44 6 27 6
|
||||
19 0 0.9976 0.9989 0.0000 7.291 2.605 44 6 15 6 0.9931 0.9989 0.0000 11.815 3.257 44 6 27 6
|
||||
0 0 0.9561 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,72 +14,27 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 1122.
|
||||
no random number seed specfied; using 436.
|
||||
creating initial population(s):
|
||||
7414 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7225 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 6.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 7.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 11.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 12.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 13.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (1s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 16.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 17.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 18.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 19.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 20.
|
||||
|
|
|
|||
|
|
@ -1,26 +1,21 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
TREE-equ:
|
||||
y = ((log(log((extent / eccentricity))) / (((eccentricity * perimeter) / (major - area)) / (extent - (convex * major)))) / exp((log((log(convex) - exp(major))) * (exp(extent) + log(log(perimeter))))))
|
||||
y = ((extent - minor) / exp((((area * 0.12869) * (-0.43965 + -0.02259)) + exp((minor / minor)))))
|
||||
|
|
|
|||
|
|
@ -1,20 +1,15 @@
|
|||
Hits: 2455, Total Size: 2810, Percent Hit: 87.366548
|
||||
CC: 1007
|
||||
CO: 133
|
||||
OO: 1448
|
||||
OC: 222
|
||||
Fitness: 0.998860
|
||||
Hits: 876
|
||||
Hits: 2415, Total Size: 2810, Percent Hit: 85.943060
|
||||
CC: 996
|
||||
CO: 126
|
||||
OO: 1419
|
||||
OC: 269
|
||||
Fitness: 0.998849
|
||||
Hits: 868
|
||||
|
||||
|
||||
y = ((log(log((extent / eccentricity))) / (((eccentricity * perimeter) / (major - area)) / (extent - (convex * major)))) / exp((log((log(convex) - exp(major))) * (exp(extent) + log(log(perimeter))))))
|
||||
y = ((extent - minor) / exp((((area * 0.12869) * (-0.43965 + -0.02259)) + exp((minor / minor)))))
|
||||
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
|
|
|
|||
|
|
@ -1,340 +1,305 @@
|
|||
=== BEST-OF-RUN ===
|
||||
current generation: 0
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
nodes: 13
|
||||
depth: 3
|
||||
hits: 773
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 773
|
||||
raw fitness: 773.0000
|
||||
standardized fitness: 773.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (/ (log extent)
|
||||
(* perimeter major))
|
||||
(/ (log eccentricity)
|
||||
(- eccentricity 0.88329)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 1
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
nodes: 13
|
||||
depth: 3
|
||||
hits: 773
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 773
|
||||
raw fitness: 773.0000
|
||||
standardized fitness: 773.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (/ (log extent)
|
||||
(* perimeter major))
|
||||
(/ (log eccentricity)
|
||||
(- eccentricity 0.88329)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 2
|
||||
generation: 0
|
||||
nodes: 15
|
||||
depth: 5
|
||||
hits: 855
|
||||
nodes: 13
|
||||
depth: 3
|
||||
hits: 773
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 773
|
||||
raw fitness: 773.0000
|
||||
standardized fitness: 773.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (/ (log extent)
|
||||
(* perimeter major))
|
||||
(/ (log eccentricity)
|
||||
(- eccentricity 0.88329)))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 3
|
||||
generation: 0
|
||||
nodes: 15
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 855
|
||||
hits: 791
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 791
|
||||
raw fitness: 791.0000
|
||||
standardized fitness: 791.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(* perimeter
|
||||
(log -0.90419)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 4
|
||||
generation: 0
|
||||
nodes: 15
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 855
|
||||
hits: 791
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 791
|
||||
raw fitness: 791.0000
|
||||
standardized fitness: 791.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(* perimeter
|
||||
(log -0.90419)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 5
|
||||
generation: 0
|
||||
nodes: 15
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 855
|
||||
hits: 791
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 791
|
||||
raw fitness: 791.0000
|
||||
standardized fitness: 791.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(* perimeter
|
||||
(log -0.90419)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 6
|
||||
generation: 0
|
||||
nodes: 15
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 855
|
||||
hits: 791
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 855
|
||||
raw fitness: 855.0000
|
||||
standardized fitness: 855.0000
|
||||
adjusted fitness: 0.9988
|
||||
hits: 791
|
||||
raw fitness: 791.0000
|
||||
standardized fitness: 791.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(log (log (/ (* (log perimeter)
|
||||
(* eccentricity major))
|
||||
(+ (+ major major)
|
||||
(log eccentricity)))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(* perimeter
|
||||
(log -0.90419)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 7
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 3
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 791
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 791
|
||||
raw fitness: 791.0000
|
||||
standardized fitness: 791.0000
|
||||
adjusted fitness: 0.9987
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(* perimeter
|
||||
(log -0.90419)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 8
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 9
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 10
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 11
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 12
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 13
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
=== BEST-OF-RUN ===
|
||||
current generation: 14
|
||||
generation: 7
|
||||
nodes: 34
|
||||
depth: 6
|
||||
hits: 876
|
||||
generation: 8
|
||||
nodes: 17
|
||||
depth: 5
|
||||
hits: 868
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 876
|
||||
raw fitness: 876.0000
|
||||
standardized fitness: 876.0000
|
||||
adjusted fitness: 0.9989
|
||||
hits: 868
|
||||
raw fitness: 868.0000
|
||||
standardized fitness: 868.0000
|
||||
adjusted fitness: 0.9988
|
||||
TREE:
|
||||
(/ (/ (log (log (/ extent eccentricity)))
|
||||
(/ (/ (* eccentricity perimeter)
|
||||
(- major area))
|
||||
(- extent
|
||||
(* convex major))))
|
||||
(exp (* (log (- (log convex)
|
||||
(exp major)))
|
||||
(+ (exp extent)
|
||||
(log (log perimeter))))))
|
||||
(/ (- extent minor)
|
||||
(exp (+ (* (* area 0.12869)
|
||||
(+ -0.43965 -0.02259))
|
||||
(exp (/ minor minor)))))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,16 +1,16 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9601 0.9988 0.0000 18.258 3.467 15 5 19 4 0.9601 0.9988 0.0000 18.258 3.467 15 5 19 4
|
||||
1 0 0.9916 0.9988 0.0000 16.160 3.511 15 5 75 6 0.9759 0.9988 0.0000 17.209 3.489 15 5 19 4
|
||||
2 0 0.9908 0.9988 0.0000 15.265 3.554 15 5 39 5 0.9808 0.9988 0.0000 16.561 3.511 15 5 19 4
|
||||
3 0 0.9918 0.9988 0.0000 14.444 3.489 15 5 27 6 0.9836 0.9988 0.0000 16.032 3.505 15 5 19 4
|
||||
4 0 0.9926 0.9988 0.0000 13.932 3.568 15 5 44 11 0.9854 0.9988 0.0000 15.612 3.518 15 5 19 4
|
||||
5 0 0.9934 0.9988 0.0000 13.181 3.505 15 5 8 4 0.9867 0.9988 0.0000 15.207 3.516 15 5 19 4
|
||||
6 0 0.9938 0.9988 0.0000 12.525 3.433 15 5 63 9 0.9877 0.9988 0.0000 14.824 3.504 15 5 19 4
|
||||
7 0 0.9951 0.9989 0.0000 11.529 3.308 34 6 41 7 0.9887 0.9989 0.0000 14.412 3.479 34 6 19 4
|
||||
8 0 0.9934 0.9989 0.0000 11.052 3.254 34 6 18 6 0.9892 0.9989 0.0000 14.039 3.454 34 6 19 4
|
||||
9 0 0.9956 0.9989 0.0000 10.684 3.224 34 6 14 7 0.9898 0.9989 0.0000 13.703 3.431 34 6 19 4
|
||||
10 0 0.9954 0.9989 0.0000 10.192 3.164 34 6 31 7 0.9903 0.9989 0.0000 13.384 3.407 34 6 19 4
|
||||
11 0 0.9954 0.9989 0.0000 9.905 3.079 34 6 45 15 0.9907 0.9989 0.0000 13.094 3.380 34 6 19 4
|
||||
12 0 0.9966 0.9989 0.0000 9.180 2.946 34 6 27 6 0.9912 0.9989 0.0000 12.793 3.346 34 6 19 4
|
||||
13 0 0.9960 0.9989 0.0000 8.647 2.847 34 6 29 11 0.9915 0.9989 0.0000 12.497 3.311 34 6 19 4
|
||||
14 0 0.9970 0.9989 0.0000 8.408 2.754 34 6 9 5 0.9919 0.9989 0.0000 12.224 3.273 34 6 19 4
|
||||
0 0 0.9578 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,25 +14,25 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 381.
|
||||
no random number seed specfied; using 800.
|
||||
creating initial population(s):
|
||||
7350 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7323 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 3.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,10 +47,10 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 10.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -65,6 +65,6 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
|
|
|
|||
|
|
@ -1,21 +1,22 @@
|
|||
=== BEST-OF-RUN ===
|
||||
generation: 24
|
||||
nodes: 15
|
||||
generation: 23
|
||||
nodes: 23
|
||||
depth: 6
|
||||
hits: 925
|
||||
hits: 945
|
||||
TOP INDIVIDUAL:
|
||||
|
||||
|
||||
|
||||
-- #1 --
|
||||
hits: 925
|
||||
raw fitness: 925.0000
|
||||
standardized fitness: 925.0000
|
||||
hits: 945
|
||||
raw fitness: 945.0000
|
||||
standardized fitness: 945.0000
|
||||
adjusted fitness: 0.9989
|
||||
TREE:
|
||||
(/ (- -0.13137 major)
|
||||
(exp (+ perimeter
|
||||
(/ (exp -0.51393)
|
||||
(/ (/ minor major) major)))))
|
||||
(/ (+ (/ (* perimeter -0.79452)
|
||||
(log major)) extent)
|
||||
(* (exp (- (log (* area convex))
|
||||
(* (exp 0.63537)
|
||||
(* eccentricity perimeter)))) 0.37993))
|
||||
TREE-equ:
|
||||
y = ((-0.13137 - major) / exp((perimeter + (exp(-0.51393) / ((minor / major) / major)))))
|
||||
y = ((((perimeter * -0.79452) / log(major)) + extent) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * 0.37993))
|
||||
|
|
|
|||
|
|
@ -1,15 +1,16 @@
|
|||
Hits: 2586, Total Size: 2810, Percent Hit: 92.028470
|
||||
CC: 1042
|
||||
CO: 83
|
||||
OO: 1544
|
||||
OC: 141
|
||||
Fitness: 0.998920
|
||||
Hits: 925
|
||||
Hits: 2560, Total Size: 2810, Percent Hit: 91.103203
|
||||
CC: 1034
|
||||
CO: 69
|
||||
OO: 1526
|
||||
OC: 181
|
||||
Fitness: 0.998943
|
||||
Hits: 945
|
||||
|
||||
|
||||
y = ((-0.13137 - major) / exp((perimeter + (exp(-0.51393) / ((minor / major) / major)))))
|
||||
y = ((((perimeter * -0.79452) / log(major)) + extent) / (exp((log((area * convex)) - (exp(0.63537) * (eccentricity * perimeter)))) * 0.37993))
|
||||
|
||||
(/ (- -0.13137 major)
|
||||
(exp (+ perimeter
|
||||
(/ (exp -0.51393)
|
||||
(/ (/ minor major) major)))))
|
||||
(/ (+ (/ (* perimeter -0.79452)
|
||||
(log major)) extent)
|
||||
(* (exp (- (log (* area convex))
|
||||
(* (exp 0.63537)
|
||||
(* eccentricity perimeter)))) 0.37993))
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
|
|
@ -1,53 +1,53 @@
|
|||
GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN
|
||||
0 0 0.9516 0.9989 0.0000 18.463 3.482 19 6 72 6 0.9516 0.9989 0.0000 18.463 3.482 19 6 72 6
|
||||
1 0 0.9930 0.9989 0.0000 16.377 3.557 19 6 58 8 0.9723 0.9989 0.0000 17.420 3.520 19 6 72 6
|
||||
2 0 0.9904 0.9989 0.0000 16.083 3.681 19 6 51 9 0.9783 0.9989 0.0000 16.975 3.573 19 6 72 6
|
||||
3 0 0.9918 0.9989 0.0000 15.144 3.632 19 6 38 7 0.9817 0.9989 0.0000 16.517 3.588 19 6 72 6
|
||||
4 0 0.9934 0.9989 0.0000 14.320 3.644 19 6 16 5 0.9840 0.9989 0.0000 16.077 3.599 19 6 72 6
|
||||
5 0 0.9928 0.9989 0.0000 13.201 3.524 19 6 13 4 0.9855 0.9989 0.0000 15.598 3.587 19 6 72 6
|
||||
6 0 0.9952 0.9989 0.0000 12.451 3.479 19 6 21 8 0.9869 0.9989 0.0000 15.148 3.572 19 6 72 6
|
||||
7 0 0.9946 0.9989 0.0000 11.992 3.407 19 6 12 6 0.9879 0.9989 0.0000 14.754 3.551 19 6 72 6
|
||||
8 0 0.9952 0.9989 0.0000 11.288 3.305 19 6 21 6 0.9887 0.9989 0.0000 14.369 3.524 19 6 72 6
|
||||
9 0 0.9960 0.9989 0.0000 10.698 3.246 19 6 46 10 0.9894 0.9989 0.0000 14.002 3.496 19 6 72 6
|
||||
10 0 0.9969 0.9989 0.0000 10.367 3.205 19 6 39 5 0.9901 0.9989 0.0000 13.671 3.469 19 6 72 6
|
||||
11 0 0.9966 0.9989 0.0000 10.029 3.165 19 6 31 7 0.9906 0.9989 0.0000 13.368 3.444 19 6 72 6
|
||||
12 0 0.9957 0.9989 0.0000 9.278 3.029 19 6 11 5 0.9910 0.9989 0.0000 13.053 3.412 19 6 72 6
|
||||
13 0 0.9962 0.9989 0.0000 8.908 2.961 19 6 15 5 0.9914 0.9989 0.0000 12.757 3.380 19 6 72 6
|
||||
14 0 0.9956 0.9989 0.0000 8.630 2.867 19 6 38 7 0.9917 0.9989 0.0000 12.482 3.346 19 6 72 6
|
||||
15 0 0.9960 0.9989 0.0000 8.072 2.758 19 6 24 9 0.9920 0.9989 0.0000 12.206 3.309 19 6 72 6
|
||||
16 0 0.9974 0.9989 0.0000 7.755 2.698 19 6 43 8 0.9923 0.9989 0.0000 11.945 3.273 19 6 72 6
|
||||
17 0 0.9964 0.9989 0.0000 7.277 2.566 19 6 65 9 0.9925 0.9989 0.0000 11.685 3.234 19 6 72 6
|
||||
18 0 0.9972 0.9989 0.0000 7.123 2.533 19 6 9 3 0.9928 0.9989 0.0000 11.445 3.197 19 6 72 6
|
||||
19 0 0.9970 0.9989 0.0000 6.879 2.490 19 6 34 10 0.9930 0.9989 0.0000 11.217 3.162 19 6 72 6
|
||||
20 0 0.9968 0.9989 0.0000 6.673 2.455 19 6 17 7 0.9931 0.9989 0.0000 11.000 3.128 19 6 72 6
|
||||
21 0 0.9972 0.9989 0.0000 6.520 2.422 19 6 9 4 0.9933 0.9989 0.0000 10.797 3.096 19 6 72 6
|
||||
22 0 0.9970 0.9989 0.0000 6.267 2.359 19 6 67 12 0.9935 0.9989 0.0000 10.600 3.064 19 6 72 6
|
||||
23 0 0.9976 0.9989 0.0000 6.090 2.271 19 6 71 10 0.9937 0.9989 0.0000 10.412 3.031 19 6 72 6
|
||||
24 0 0.9974 0.9989 0.0000 6.052 2.264 15 6 13 4 0.9938 0.9989 0.0000 10.237 3.000 15 6 72 6
|
||||
25 0 0.9974 0.9989 0.0000 6.025 2.279 15 6 43 14 0.9940 0.9989 0.0000 10.075 2.972 15 6 72 6
|
||||
26 0 0.9966 0.9989 0.0000 5.760 2.192 15 6 10 5 0.9941 0.9989 0.0000 9.916 2.943 15 6 72 6
|
||||
27 0 0.9970 0.9989 0.0000 5.559 2.108 15 6 10 4 0.9942 0.9989 0.0000 9.760 2.914 15 6 72 6
|
||||
28 0 0.9970 0.9989 0.0000 5.421 2.068 15 6 8 4 0.9943 0.9989 0.0000 9.610 2.884 15 6 72 6
|
||||
29 0 0.9976 0.9989 0.0000 5.282 2.029 15 6 15 5 0.9944 0.9989 0.0000 9.466 2.856 15 6 72 6
|
||||
30 0 0.9974 0.9989 0.0000 5.218 2.000 15 6 9 4 0.9945 0.9989 0.0000 9.329 2.828 15 6 72 6
|
||||
31 0 0.9968 0.9989 0.0000 5.170 2.000 15 6 31 7 0.9945 0.9989 0.0000 9.199 2.802 15 6 72 6
|
||||
32 0 0.9976 0.9989 0.0000 5.090 1.983 15 6 12 4 0.9946 0.9989 0.0000 9.075 2.778 15 6 72 6
|
||||
33 0 0.9974 0.9989 0.0000 5.066 1.991 15 6 13 4 0.9947 0.9989 0.0000 8.957 2.754 15 6 72 6
|
||||
34 0 0.9972 0.9989 0.0000 5.098 2.016 15 6 8 3 0.9948 0.9989 0.0000 8.846 2.733 15 6 72 6
|
||||
35 0 0.9968 0.9989 0.0000 4.967 1.948 15 6 9 5 0.9948 0.9989 0.0000 8.739 2.712 15 6 72 6
|
||||
36 0 0.9980 0.9989 0.9976 4.897 1.929 15 6 5 3 0.9949 0.9989 0.0000 8.635 2.690 15 6 72 6
|
||||
37 0 0.9978 0.9989 0.0000 4.859 1.895 15 6 9 4 0.9950 0.9989 0.0000 8.535 2.669 15 6 72 6
|
||||
38 0 0.9972 0.9989 0.0000 4.892 1.903 15 6 11 4 0.9951 0.9989 0.0000 8.442 2.650 15 6 72 6
|
||||
39 0 0.9978 0.9989 0.0000 4.738 1.843 15 6 15 5 0.9951 0.9989 0.0000 8.349 2.630 15 6 72 6
|
||||
40 0 0.9970 0.9989 0.0000 4.624 1.801 15 6 15 4 0.9952 0.9989 0.0000 8.259 2.609 15 6 72 6
|
||||
41 0 0.9976 0.9989 0.0000 4.466 1.745 15 6 15 5 0.9952 0.9989 0.0000 8.168 2.589 15 6 72 6
|
||||
42 0 0.9978 0.9989 0.0000 4.358 1.697 15 6 15 7 0.9953 0.9989 0.0000 8.080 2.568 15 6 72 6
|
||||
43 0 0.9978 0.9989 0.0000 4.353 1.693 15 6 6 3 0.9954 0.9989 0.0000 7.995 2.548 15 6 72 6
|
||||
44 0 0.9978 0.9989 0.0000 4.258 1.659 15 6 12 5 0.9954 0.9989 0.0000 7.912 2.528 15 6 72 6
|
||||
45 0 0.9976 0.9989 0.0000 4.333 1.696 15 6 8 4 0.9955 0.9989 0.0000 7.834 2.510 15 6 72 6
|
||||
46 0 0.9978 0.9989 0.0000 4.330 1.698 15 6 11 4 0.9955 0.9989 0.0000 7.760 2.493 15 6 72 6
|
||||
47 0 0.9980 0.9989 0.9936 4.379 1.711 15 6 9 4 0.9956 0.9989 0.0000 7.689 2.477 15 6 72 6
|
||||
48 0 0.9972 0.9989 0.0000 4.407 1.719 15 6 5 2 0.9956 0.9989 0.0000 7.622 2.461 15 6 72 6
|
||||
49 0 0.9978 0.9989 0.0000 4.456 1.739 15 6 32 7 0.9956 0.9989 0.0000 7.559 2.447 15 6 72 6
|
||||
50 0 0.9972 0.9989 0.0000 4.539 1.768 15 6 8 4 0.9957 0.9989 0.0000 7.500 2.434 15 6 72 6
|
||||
51 0 0.9974 0.9989 0.0000 4.404 1.717 15 6 38 8 0.9957 0.9989 0.0000 7.440 2.420 15 6 72 6
|
||||
0 0 0.9641 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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
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
|
||||
|
|
|
|||
|
|
@ -14,19 +14,19 @@ building function set(s):
|
|||
set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
|
||||
tree 0 uses function set 0.
|
||||
function set complete.
|
||||
no random number seed specfied; using 3510.
|
||||
no random number seed specfied; using 110.
|
||||
creating initial population(s):
|
||||
7422 trees were generated to fill the population of 5000 (5000 trees).
|
||||
7385 trees were generated to fill the population of 5000 (5000 trees).
|
||||
initial population(s) complete.
|
||||
|
||||
|
||||
starting evolution.
|
||||
no checkpointing will be done.
|
||||
=== generation 0.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 1.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 2.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -35,7 +35,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 4.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 5.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -47,7 +47,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 8.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 9.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -65,11 +65,11 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 14.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 15.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
breeding complete. (1s wall)
|
||||
=== generation 16.
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
|
|
@ -89,7 +89,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 22.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 23.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -98,7 +98,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 25.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 26.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -125,7 +125,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 34.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 35.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -140,7 +140,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 39.
|
||||
evaluation complete. (0s wall)
|
||||
evaluation complete. (1s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 40.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -167,7 +167,7 @@ no checkpointing will be done.
|
|||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 48.
|
||||
evaluation complete. (1s wall)
|
||||
evaluation complete. (0s wall)
|
||||
breeding complete. (0s wall)
|
||||
=== generation 49.
|
||||
evaluation complete. (0s wall)
|
||||
|
|
@ -181,25 +181,25 @@ no checkpointing will be done.
|
|||
SYSTEM STATISTICS
|
||||
|
||||
------- memory -------
|
||||
allocated: 62295770
|
||||
freed: 62247770
|
||||
allocated: 64358010
|
||||
freed: 64310010
|
||||
not freed: 48000
|
||||
max allocated: 2538431
|
||||
malloc'ed blocks: 926496
|
||||
max allocated: 2513950
|
||||
malloc'ed blocks: 924499
|
||||
realloc'ed blocks: 8
|
||||
free'ed blocks: 926490
|
||||
free'ed blocks: 924493
|
||||
|
||||
------- time -------
|
||||
overall: 7s wall
|
||||
evaluation: 7s wall
|
||||
breeding: 0s wall
|
||||
overall: 6s wall
|
||||
evaluation: 3s wall
|
||||
breeding: 1s wall
|
||||
|
||||
------- generation spaces -------
|
||||
space 0 size: 200
|
||||
space 1 size: 100
|
||||
|
||||
------- ephemeral random constants -------
|
||||
used: 24004
|
||||
freed: 24004
|
||||
used: 23598
|
||||
freed: 23598
|
||||
allocated: 6000
|
||||
blocks: 11
|
||||
|
|
|
|||
|
|
@ -37,6 +37,10 @@ enum class packet_id : blt::u8
|
|||
EXECUTE_RUN, // Server -> Client NumOfRuns
|
||||
CHILD_FIT, // Client -> Server Fitness of Child
|
||||
PRUNE, // Server -> Client NONE, Child should terminate
|
||||
// avg fitness, best fitness, avg tree size
|
||||
AVG_FIT, // Client -> Server Average Fitness, gen #
|
||||
BEST_FIT, // Client -> Server Best fitness, gen #
|
||||
AVG_TREE, // Client -> Server Avg Tree Size, gen #
|
||||
};
|
||||
|
||||
struct packet_t
|
||||
|
|
@ -46,7 +50,10 @@ struct packet_t
|
|||
union
|
||||
{
|
||||
double fitness;
|
||||
blt::i32 numOfGens;
|
||||
struct {
|
||||
blt::i32 numOfGens;
|
||||
blt::i32 generation;
|
||||
};
|
||||
};
|
||||
};
|
||||
|
||||
|
|
|
|||
|
|
@ -31,10 +31,12 @@
|
|||
#include <blt/fs/loader.h>
|
||||
#include <random>
|
||||
#include <cstring>
|
||||
#include "blt/std/logging.h"
|
||||
#include "blt/std/ranges.h"
|
||||
#include "blt/std/assert.h"
|
||||
#include "blt/std/memory_util.h"
|
||||
#include "blt/std/error.h"
|
||||
#include "blt/std/types.h"
|
||||
#include "rice_loader.h"
|
||||
#include <sys/socket.h>
|
||||
#include <sys/select.h>
|
||||
|
|
@ -137,6 +139,11 @@ void handle_networking()
|
|||
std::exit(0);
|
||||
}
|
||||
break;
|
||||
case packet_id::AVG_FIT:
|
||||
case packet_id::AVG_TREE:
|
||||
case packet_id::BEST_FIT:
|
||||
BLT_ERROR("This should not have been sent to the client!");
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
@ -193,6 +200,18 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst
|
|||
set_current_individual(gen_stats[0].best[0]->ind);
|
||||
best_individual.store(gen_stats[0].best[0]->ind->a_fitness);
|
||||
|
||||
// {
|
||||
// double fitness = 0;
|
||||
// for (int i = 0; i < mpop[0].size; i++){
|
||||
// fitness += mpop[0].pop[i]->ind->a_fitness;
|
||||
// }
|
||||
|
||||
// packet_t packet;
|
||||
// packet.id = packet_id::AVG_FIT;
|
||||
// std::scoped_lock lock(send_mutex);
|
||||
// send_packets.push(packet);
|
||||
// }
|
||||
|
||||
if (newbest)
|
||||
{
|
||||
output_stream_open(OUT_USER);
|
||||
|
|
|
|||
|
|
@ -53,6 +53,11 @@ class child_t
|
|||
socket = sock;
|
||||
}
|
||||
|
||||
void aggregatePackets()
|
||||
{
|
||||
|
||||
}
|
||||
|
||||
ssize_t write(unsigned char* buffer, blt::size_t count)
|
||||
{
|
||||
pollfd fds_write{socket, POLLOUT, 0};
|
||||
|
|
@ -127,7 +132,7 @@ sockaddr_un name{};
|
|||
int host_socket = 0;
|
||||
std::string SOCKET_LOCATION;
|
||||
state_t current_state = state_t::RUN_GENERATIONS;
|
||||
double fitness = 0;
|
||||
double fitness_cutoff = 0;
|
||||
std::vector<double> fitness_storage;
|
||||
|
||||
int child_fp(blt::arg_parse::arg_results& args, int run_id, const std::string& socket_location)
|
||||
|
|
@ -259,25 +264,30 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
packet.state = current_state;
|
||||
|
||||
auto it = children.begin();
|
||||
while(it != children.end())
|
||||
outer_while: while(it != children.end())
|
||||
{
|
||||
auto& child = *it;
|
||||
ssize_t ret;
|
||||
if (ret = child.second->read(buffer, sizeof(buffer)), ret <= 0)
|
||||
{
|
||||
if (child.second->isSocketClosed())
|
||||
// read all packets
|
||||
do {
|
||||
if (ret = child.second->read(buffer, sizeof(buffer)), ret <= 0)
|
||||
{
|
||||
it = children.erase(it);
|
||||
continue;
|
||||
if (child.second->isSocketClosed())
|
||||
{
|
||||
it = children.erase(it);
|
||||
// YUCKY
|
||||
goto outer_while;
|
||||
}
|
||||
if (errno != 0)
|
||||
BLT_WARN("Failed to read to child error %d", errno);
|
||||
} else
|
||||
{
|
||||
std::memcpy(&packet, buffer, sizeof(buffer));
|
||||
BLT_INFO("We got packet %d", static_cast<int>(packet.id));
|
||||
child.second->handlePacket(packet);
|
||||
}
|
||||
if (errno != 0)
|
||||
BLT_WARN("Failed to read to child error %d", errno);
|
||||
} else
|
||||
{
|
||||
std::memcpy(&packet, buffer, sizeof(buffer));
|
||||
BLT_INFO("We got packet %d", static_cast<int>(packet.id));
|
||||
child.second->handlePacket(packet);
|
||||
}
|
||||
} while (ret > 0);
|
||||
child.second->aggregatePackets();
|
||||
++it;
|
||||
}
|
||||
|
||||
|
|
@ -311,10 +321,10 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
auto ratio = args.get<double>("--prune_ratio");
|
||||
auto cutoff = static_cast<long>(static_cast<double>(fitness_storage.size()) * ratio);
|
||||
if (!fitness_storage.empty())
|
||||
fitness = fitness_storage[cutoff];
|
||||
fitness_cutoff = fitness_storage[cutoff];
|
||||
else
|
||||
BLT_WARN("Running with no active populations?");
|
||||
BLT_INFO("Cutoff value %d, current size %d, fitness: %f", cutoff, fitness_storage.size(), fitness);
|
||||
BLT_INFO("Cutoff value %d, current size %d, fitness: %f", cutoff, fitness_storage.size(), fitness_cutoff);
|
||||
current_state = state_t::PRUNE;
|
||||
fitness_storage.clear();
|
||||
break;
|
||||
|
|
@ -329,15 +339,15 @@ void tick_state(blt::arg_parse::arg_results& args)
|
|||
current_state = state_t::IDLE;
|
||||
break;
|
||||
}
|
||||
BLT_DEBUG("Pruning with fitness %f", fitness);
|
||||
BLT_DEBUG("Pruning with fitness %f", fitness_cutoff);
|
||||
auto it = children.begin();
|
||||
while (it != children.end())
|
||||
{
|
||||
auto& child = *it;
|
||||
if (child.second->getFitness() <= fitness)
|
||||
if (child.second->getFitness() <= fitness_cutoff)
|
||||
{
|
||||
packet.id = packet_id::PRUNE;
|
||||
packet.fitness = fitness;
|
||||
packet.fitness = fitness_cutoff;
|
||||
std::memcpy(buffer, &packet, sizeof(buffer));
|
||||
if (child.second->write(buffer, sizeof(buffer)) <= 0)
|
||||
{
|
||||
|
|
|
|||
Loading…
Reference in New Issue