COSC-4P82-Final-Project/build/run_4/regress.his

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=== BEST-OF-RUN ===
current generation: 0
generation: 0
2024-04-03 16:50:57 -04:00
nodes: 23
depth: 4
hits: 523
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TOP INDIVIDUAL:
-- #1 --
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hits: 523
raw fitness: 523.0000
standardized fitness: 523.0000
adjusted fitness: 0.9981
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TREE:
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(- (exp (exp eccentricity))
(log (+ convex area)))
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=== BEST-OF-RUN ===
current generation: 1
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generation: 1
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nodes: 42
2024-04-01 20:30:47 -04:00
depth: 5
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hits: 557
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TOP INDIVIDUAL:
-- #1 --
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hits: 557
raw fitness: 557.0000
standardized fitness: 557.0000
adjusted fitness: 0.9982
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TREE:
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(* (/ (log (/ (exp major)
(log eccentricity)))
(log (+ (log perimeter)
(* eccentricity area))))
(- (/ (- (+ eccentricity major)
(exp minor))
(+ extent
(log extent)))
(/ (/ (/ major eccentricity)
(* extent extent))
(* (- major perimeter)
(- eccentricity extent)))))
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=== BEST-OF-RUN ===
current generation: 2
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generation: 2
nodes: 31
depth: 7
hits: 677
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TOP INDIVIDUAL:
-- #1 --
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hits: 677
raw fitness: 677.0000
standardized fitness: 677.0000
adjusted fitness: 0.9985
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TREE:
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(log (/ (log (* (* (* (log convex)
(exp extent))
(- (+ eccentricity 0.52732)
(- convex minor)))
(exp (+ (/ perimeter extent)
(- major minor)))))
(+ (exp major)
(* extent -0.07978))))
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=== BEST-OF-RUN ===
current generation: 3
2024-04-03 16:50:57 -04:00
generation: 2
nodes: 31
depth: 7
hits: 677
2024-04-01 09:50:07 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 677
raw fitness: 677.0000
standardized fitness: 677.0000
adjusted fitness: 0.9985
2024-04-01 09:50:07 -04:00
TREE:
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(log (/ (log (* (* (* (log convex)
(exp extent))
(- (+ eccentricity 0.52732)
(- convex minor)))
(exp (+ (/ perimeter extent)
(- major minor)))))
(+ (exp major)
(* extent -0.07978))))
2024-04-01 09:50:07 -04:00
=== BEST-OF-RUN ===
current generation: 4
2024-04-03 16:50:57 -04:00
generation: 4
nodes: 7
depth: 4
hits: 691
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 691
raw fitness: 691.0000
standardized fitness: 691.0000
2024-04-03 00:43:01 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
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(log (- (log (/ perimeter minor)) extent))
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=== BEST-OF-RUN ===
current generation: 5
2024-04-03 16:50:57 -04:00
generation: 4
nodes: 7
depth: 4
hits: 691
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TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 691
raw fitness: 691.0000
standardized fitness: 691.0000
2024-04-03 00:43:01 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
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(log (- (log (/ perimeter minor)) extent))
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=== BEST-OF-RUN ===
current generation: 6
2024-04-03 16:50:57 -04:00
generation: 4
nodes: 7
depth: 4
hits: 691
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 691
raw fitness: 691.0000
standardized fitness: 691.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
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(log (- (log (/ perimeter minor)) extent))
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=== BEST-OF-RUN ===
current generation: 7
2024-04-03 16:50:57 -04:00
generation: 4
nodes: 7
depth: 4
hits: 691
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 691
raw fitness: 691.0000
standardized fitness: 691.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
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(log (- (log (/ perimeter minor)) extent))
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=== BEST-OF-RUN ===
current generation: 8
2024-04-03 16:50:57 -04:00
generation: 8
nodes: 9
2024-04-03 00:43:01 -04:00
depth: 5
2024-04-03 16:50:57 -04:00
hits: 695
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TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 695
raw fitness: 695.0000
standardized fitness: 695.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
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(log (- (log (/ (- extent perimeter) minor)) extent))
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=== BEST-OF-RUN ===
current generation: 9
2024-04-03 16:50:57 -04:00
generation: 8
nodes: 9
2024-04-03 00:43:01 -04:00
depth: 5
2024-04-03 16:50:57 -04:00
hits: 695
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TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 695
raw fitness: 695.0000
standardized fitness: 695.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
2024-04-03 16:50:57 -04:00
(log (- (log (/ (- extent perimeter) minor)) extent))
2024-04-01 11:02:44 -04:00
=== BEST-OF-RUN ===
current generation: 10
2024-04-03 16:50:57 -04:00
generation: 10
nodes: 15
depth: 6
hits: 721
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TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 721
raw fitness: 721.0000
standardized fitness: 721.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
2024-04-03 16:50:57 -04:00
(* (+ perimeter perimeter)
(/ area
(+ (log area)
(- (exp (/ perimeter minor)) major))))
2024-04-01 11:02:44 -04:00
=== BEST-OF-RUN ===
current generation: 11
2024-04-03 16:50:57 -04:00
generation: 10
nodes: 15
depth: 6
hits: 721
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 721
raw fitness: 721.0000
standardized fitness: 721.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
2024-04-03 16:50:57 -04:00
(* (+ perimeter perimeter)
(/ area
(+ (log area)
(- (exp (/ perimeter minor)) major))))
2024-04-01 11:02:44 -04:00
=== BEST-OF-RUN ===
current generation: 12
2024-04-03 16:50:57 -04:00
generation: 12
nodes: 14
depth: 6
hits: 726
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
2024-04-03 16:50:57 -04:00
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
2024-04-01 11:02:44 -04:00
=== BEST-OF-RUN ===
current generation: 13
2024-04-03 16:50:57 -04:00
generation: 12
nodes: 14
depth: 6
hits: 726
2024-04-01 11:02:44 -04:00
TOP INDIVIDUAL:
-- #1 --
2024-04-03 16:50:57 -04:00
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
2024-04-01 20:34:44 -04:00
adjusted fitness: 0.9986
2024-04-01 11:02:44 -04:00
TREE:
2024-04-03 16:50:57 -04:00
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
2024-04-01 11:02:44 -04:00
=== BEST-OF-RUN ===
current generation: 14
2024-04-03 16:50:57 -04:00
generation: 12
nodes: 14
depth: 6
hits: 726
TOP INDIVIDUAL:
-- #1 --
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
adjusted fitness: 0.9986
TREE:
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 15
generation: 12
nodes: 14
depth: 6
hits: 726
TOP INDIVIDUAL:
-- #1 --
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
adjusted fitness: 0.9986
TREE:
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 16
generation: 12
nodes: 14
depth: 6
hits: 726
TOP INDIVIDUAL:
-- #1 --
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
adjusted fitness: 0.9986
TREE:
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 17
generation: 12
nodes: 14
depth: 6
hits: 726
TOP INDIVIDUAL:
-- #1 --
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
adjusted fitness: 0.9986
TREE:
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 18
generation: 12
nodes: 14
depth: 6
hits: 726
TOP INDIVIDUAL:
-- #1 --
hits: 726
raw fitness: 726.0000
standardized fitness: 726.0000
adjusted fitness: 0.9986
TREE:
(* (+ perimeter perimeter)
(/ area
(+ extent
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 19
generation: 19
nodes: 13
depth: 6
hits: 727
TOP INDIVIDUAL:
-- #1 --
hits: 727
raw fitness: 727.0000
standardized fitness: 727.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (log perimeter)
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 20
generation: 20
2024-04-03 00:43:01 -04:00
nodes: 21
2024-04-03 16:50:57 -04:00
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 21
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 22
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 23
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 24
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 25
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 26
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 27
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 28
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 29
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 30
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 31
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 32
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 33
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 34
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 35
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 36
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 37
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 38
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 39
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 40
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 41
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 42
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 43
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 44
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 45
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 46
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 47
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 48
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 49
generation: 20
nodes: 21
depth: 6
hits: 728
TOP INDIVIDUAL:
-- #1 --
hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
adjusted fitness: 0.9986
TREE:
(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))
=== BEST-OF-RUN ===
current generation: 50
generation: 20
nodes: 21
depth: 6
hits: 728
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TOP INDIVIDUAL:
-- #1 --
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hits: 728
raw fitness: 728.0000
standardized fitness: 728.0000
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adjusted fitness: 0.9986
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TREE:
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(* area
(/ area
(+ (* (exp (/ perimeter perimeter))
(/ (* area eccentricity) area))
(- (exp (/ perimeter minor)) major))))