$ clisp

<...snip...>

[1]> (load "lsystem-mutation.l")
;; Loading file lsystem-mutation.l ...
;;  Loading file lsystem.l ...
;;  Loaded file lsystem.l
;;  Loading file genetics-population-copy.l ...
;;   Loading file genetics-individual.l ...
;;   Loaded file genetics-individual.l
;;   Loading file utils.l ...
;;   Loaded file utils.l
;;  Loaded file genetics-population-copy.l
;; Loaded file lsystem-mutation.l
T
[2]> (setf inds '())
NIL

<...snip...>

[5]> (dotimes (i 50 NIL)
(setf temp (make-individual (make-lsys '((A A B) (B A)) '(A)) i))
(setf (individual-fitness temp) (random 100))
(setf inds (append inds (list temp)))
)
NIL
[6]> inds
(#<INDIVIDUAL #x106E331D> #<INDIVIDUAL #x106E5A49> #<INDIVIDUAL #x106E6371>
 #<INDIVIDUAL #x106E6C99> #<INDIVIDUAL #x106E75C1> #<INDIVIDUAL #x106E7EE9>
 #<INDIVIDUAL #x106E8811> #<INDIVIDUAL #x106E9139> #<INDIVIDUAL #x106E9A61>
 #<INDIVIDUAL #x106EA389> #<INDIVIDUAL #x106EACB1> #<INDIVIDUAL #x106EB5D9>
 #<INDIVIDUAL #x106EBF01> #<INDIVIDUAL #x106EC829> #<INDIVIDUAL #x106ED159>
 #<INDIVIDUAL #x106EDA81> #<INDIVIDUAL #x106EE3A9> #<INDIVIDUAL #x106EECD1>
 #<INDIVIDUAL #x106EF5F9> #<INDIVIDUAL #x106EFF21> #<INDIVIDUAL #x106F0849>
 #<INDIVIDUAL #x106F1171> #<INDIVIDUAL #x106F1A99> #<INDIVIDUAL #x106F23C1>
 #<INDIVIDUAL #x106F2CE9> #<INDIVIDUAL #x106F3611> #<INDIVIDUAL #x106F3F39>
 #<INDIVIDUAL #x106F4861> #<INDIVIDUAL #x106F5189> #<INDIVIDUAL #x106F5AB1>
 #<INDIVIDUAL #x106F63D9> #<INDIVIDUAL #x106F6D01> #<INDIVIDUAL #x106F7629>
 #<INDIVIDUAL #x106F7F51> #<INDIVIDUAL #x106F8879> #<INDIVIDUAL #x106F91A1>
 #<INDIVIDUAL #x106F9AC9> #<INDIVIDUAL #x106FA3F1> #<INDIVIDUAL #x106FAD19>
 #<INDIVIDUAL #x106FB641> #<INDIVIDUAL #x106FBF69> #<INDIVIDUAL #x106FC891>
 #<INDIVIDUAL #x106CD1C9> #<INDIVIDUAL #x106CDAE9> #<INDIVIDUAL #x106CE411>
 #<INDIVIDUAL #x106CED39> #<INDIVIDUAL #x106CF661> #<INDIVIDUAL #x106CFF89>
 #<INDIVIDUAL #x106D08B1> #<INDIVIDUAL #x106D11D9>)
[7]> (setf pop1 (make-population inds 1 #'perform-mutations #'null 40 20 40))
#<POPULATION #x106B348D>
[8]> (visualize-population pop1)
Population 1:
Individual 0:
#<LSYS #x105E0F3D> (fitness: 21)
Individual 1:
#<LSYS #x105E12A9> (fitness: 56)
Individual 2:
#<LSYS #x105E12D9> (fitness: 24)
Individual 3:
#<LSYS #x105E1309> (fitness: 11)
Individual 4:
#<LSYS #x105E1339> (fitness: 23)
Individual 5:
#<LSYS #x105E1369> (fitness: 75)
Individual 6:
#<LSYS #x105E1399> (fitness: 76)
Individual 7:
#<LSYS #x105E13C9> (fitness: 88)
Individual 8:
#<LSYS #x105E13F9> (fitness: 88)
Individual 9:
#<LSYS #x105E1429> (fitness: 40)
Individual 10:
#<LSYS #x105E1459> (fitness: 26)
Individual 11:
#<LSYS #x105E1489> (fitness: 32)
Individual 12:
#<LSYS #x105E14B9> (fitness: 48)
Individual 13:
#<LSYS #x105E14E9> (fitness: 44)
Individual 14:
#<LSYS #x105E1519> (fitness: 79)
Individual 15:
#<LSYS #x105D1BF1> (fitness: 76)
Individual 16:
#<LSYS #x10591A8D> (fitness: 74)
Individual 17:
#<LSYS #x10591ABD> (fitness: 74)
Individual 18:
#<LSYS #x10591AED> (fitness: 25)
Individual 19:
#<LSYS #x10591B1D> (fitness: 55)
Individual 20:
#<LSYS #x10591B4D> (fitness: 38)
Individual 21:
#<LSYS #x105E0A21> (fitness: 65)
Individual 22:
#<LSYS #x105E0A51> (fitness: 44)
Individual 23:
#<LSYS #x105E0A81> (fitness: 10)
Individual 24:
#<LSYS #x105E0AB1> (fitness: 51)
Individual 25:
#<LSYS #x105E0AE1> (fitness: 83)
Individual 26:
#<LSYS #x105E0B11> (fitness: 22)
Individual 27:
#<LSYS #x105E0B41> (fitness: 17)
Individual 28:
#<LSYS #x105E0B71> (fitness: 96)
Individual 29:
#<LSYS #x105E0BA1> (fitness: 13)
Individual 30:
#<LSYS #x105E0BD1> (fitness: 1)
Individual 31:
#<LSYS #x105E0C01> (fitness: 53)
Individual 32:
#<LSYS #x105E0C31> (fitness: 61)
Individual 33:
#<LSYS #x105E0C61> (fitness: 71)
Individual 34:
#<LSYS #x105E0C91> (fitness: 34)
Individual 35:
#<LSYS #x105E0CC1> (fitness: 31)
Individual 36:
#<LSYS #x105E0CF1> (fitness: 33)
Individual 37:
#<LSYS #x105E0D21> (fitness: 63)
Individual 38:
#<LSYS #x105E0D51> (fitness: 46)
Individual 39:
#<LSYS #x105E0D81> (fitness: 65)
Individual 40:
#<LSYS #x105E0DB1> (fitness: 72)
Individual 41:
#<LSYS #x105E0DE1> (fitness: 19)
Individual 42:
#<LSYS #x105E0E11> (fitness: 75)
Individual 43:
#<LSYS #x104F19D1> (fitness: 62)
Individual 44:
#<LSYS #x104E1999> (fitness: 68)
Individual 45:
#<LSYS #x104918C1> (fitness: 6)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 48:
#<LSYS #x105D1B79> (fitness: 78)
Individual 49:
#<LSYS #x105D1BA9> (fitness: 45)
Average fitness: 47.76
NIL
[9]> (setf pop2 (perform-copies pop1))
Selected individuals:
Individual 7:
#<LSYS #x105E13C9> (fitness: 88)
Individual 27:
#<LSYS #x105E0B41> (fitness: 17)
Individual 32:
#<LSYS #x105E0C31> (fitness: 61)
Individual 18:
#<LSYS #x10591AED> (fitness: 25)
Individual 48:
#<LSYS #x105D1B79> (fitness: 78)
Best candidate:
Individual 7:
#<LSYS #x105E13C9> (fitness: 88)
Selected individuals:
Individual 39:
#<LSYS #x105E0D81> (fitness: 65)
Individual 1:
#<LSYS #x105E12A9> (fitness: 56)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 6:
#<LSYS #x105E1399> (fitness: 76)
Individual 37:
#<LSYS #x105E0D21> (fitness: 63)
Best candidate:
Individual 6:
#<LSYS #x105E1399> (fitness: 76)
Selected individuals:
Individual 30:
#<LSYS #x105E0BD1> (fitness: 1)
Individual 45:
#<LSYS #x104918C1> (fitness: 6)
Individual 14:
#<LSYS #x105E1519> (fitness: 79)
Individual 34:
#<LSYS #x105E0C91> (fitness: 34)
Individual 31:
#<LSYS #x105E0C01> (fitness: 53)
Best candidate:
Individual 14:
#<LSYS #x105E1519> (fitness: 79)
Selected individuals:
Individual 27:
#<LSYS #x105E0B41> (fitness: 17)
Individual 34:
#<LSYS #x105E0C91> (fitness: 34)
Individual 42:
#<LSYS #x105E0E11> (fitness: 75)
Individual 29:
#<LSYS #x105E0BA1> (fitness: 13)
Individual 43:
#<LSYS #x104F19D1> (fitness: 62)
Best candidate:
Individual 42:
#<LSYS #x105E0E11> (fitness: 75)
Selected individuals:
Individual 27:
#<LSYS #x105E0B41> (fitness: 17)
Individual 11:
#<LSYS #x105E1489> (fitness: 32)
Individual 35:
#<LSYS #x105E0CC1> (fitness: 31)
Individual 37:
#<LSYS #x105E0D21> (fitness: 63)
Individual 4:
#<LSYS #x105E0E11> (fitness: 75)
Best candidate:
Individual 4:
#<LSYS #x105E0E11> (fitness: 75)
Selected individuals:
Individual 36:
#<LSYS #x105E0CF1> (fitness: 33)
Individual 3:
#<LSYS #x105E1519> (fitness: 79)
Individual 39:
#<LSYS #x105E0D81> (fitness: 65)
Individual 48:
#<LSYS #x105D1B79> (fitness: 78)
Individual 38:
#<LSYS #x105E0D51> (fitness: 46)
Best candidate:
Individual 3:
#<LSYS #x105E1519> (fitness: 79)
Selected individuals:
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 20:
#<LSYS #x10591B4D> (fitness: 38)
Individual 23:
#<LSYS #x105E0A81> (fitness: 10)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 44:
#<LSYS #x104E1999> (fitness: 68)
Best candidate:
Individual 44:
#<LSYS #x104E1999> (fitness: 68)
Selected individuals:
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 41:
#<LSYS #x105E0D41> (fitness: 19)
Individual 43:
#<LSYS #x104F19D1> (fitness: 62)
Best candidate:
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Selected individuals:
Individual 27:
#<LSYS #x105E0AA1> (fitness: 17)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 30:
#<LSYS #x105E0B31> (fitness: 1)
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Individual 17:
#<LSYS #x1058E7B1> (fitness: 74)
Best candidate:
Individual 17:
#<LSYS #x1058E7B1> (fitness: 74)
Selected individuals:
Individual 2:
#<LSYS #x105E1239> (fitness: 24)
Individual 22:
#<LSYS #x105E09B1> (fitness: 44)
Individual 33:
#<LSYS #x105E0BC1> (fitness: 71)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Best candidate:
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Selected individuals:
Individual 23:
#<LSYS #x105E09E1> (fitness: 10)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 40:
#<LSYS #x105E0D11> (fitness: 72)
Individual 28:
#<LSYS #x105E0AD1> (fitness: 96)
Individual 8:
#<LSYS #x105E1359> (fitness: 88)
Best candidate:
Individual 28:
#<LSYS #x105E0AD1> (fitness: 96)
Selected individuals:
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Individual 15:
#<LSYS #x105D1B71> (fitness: 76)
Individual 5:
#<LSYS #x105E12C9> (fitness: 75)
Individual 36:
#<LSYS #x105E0C51> (fitness: 33)
Best candidate:
Individual 15:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 45:
#<LSYS #x104918A1> (fitness: 6)
Individual 29:
#<LSYS #x105E0B01> (fitness: 13)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 36:
#<LSYS #x105E0C51> (fitness: 33)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 10:
#<LSYS #x105E13B9> (fitness: 26)
Individual 37:
#<LSYS #x105E0C81> (fitness: 63)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Best candidate:
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Selected individuals:
Individual 37:
#<LSYS #x105E0C81> (fitness: 63)
Individual 11:
#<LSYS #x105E13E9> (fitness: 32)
Individual 45:
#<LSYS #x104918A1> (fitness: 6)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 2:
#<LSYS #x105E1239> (fitness: 24)
Best candidate:
Individual 37:
#<LSYS #x105E0C81> (fitness: 63)
Selected individuals:
Individual 9:
#<LSYS #x105E1389> (fitness: 40)
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 23:
#<LSYS #x105E09E1> (fitness: 10)
Individual 5:
#<LSYS #x105E12C9> (fitness: 75)
Individual 49:
#<LSYS #x105D1B29> (fitness: 45)
Best candidate:
Individual 5:
#<LSYS #x105E12C9> (fitness: 75)
Selected individuals:
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 25:
#<LSYS #x105E0A41> (fitness: 83)
Individual 10:
#<LSYS #x105E13B9> (fitness: 26)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Best candidate:
Individual 25:
#<LSYS #x105E0A41> (fitness: 83)
Selected individuals:
Individual 8:
#<LSYS #x105E1359> (fitness: 88)
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 2:
#<LSYS #x105E1239> (fitness: 24)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Best candidate:
Individual 8:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 11:
#<LSYS #x105E13E9> (fitness: 32)
Best candidate:
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Selected individuals:
Individual 31:
#<LSYS #x105E0B61> (fitness: 53)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 23:
#<LSYS #x105E09E1> (fitness: 10)
Best candidate:
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Selected individuals:
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Individual 48:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Best candidate:
Individual 48:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 29:
#<LSYS #x105E0B01> (fitness: 13)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Best candidate:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Selected individuals:
Individual 49:
#<LSYS #x105D1B29> (fitness: 45)
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Individual 27:
#<LSYS #x105E0AA1> (fitness: 17)
Best candidate:
Individual 49:
#<LSYS #x105D1B29> (fitness: 45)
Selected individuals:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Best candidate:
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Selected individuals:
Individual 9:
#<LSYS #x105E1389> (fitness: 40)
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Best candidate:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Selected individuals:
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 33:
#<LSYS #x105E0BC1> (fitness: 71)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 31:
#<LSYS #x105E0B61> (fitness: 53)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 36:
#<LSYS #x105E0C51> (fitness: 33)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 12:
#<LSYS #x105E1419> (fitness: 48)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Individual 10:
#<LSYS #x105E12C9> (fitness: 75)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 33:
#<LSYS #x105E0BC1> (fitness: 71)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Best candidate:
Individual 10:
#<LSYS #x105E12C9> (fitness: 75)
Selected individuals:
Individual 22:
#<LSYS #x105E09B1> (fitness: 44)
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 38:
#<LSYS #x105E0CB1> (fitness: 46)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 10:
#<LSYS #x105E12C9> (fitness: 75)
Individual 9:
#<LSYS #x105E1389> (fitness: 40)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 2:
#<LSYS #x105E1239> (fitness: 24)
Individual 13:
#<LSYS #x105E1449> (fitness: 44)
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Best candidate:
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Selected individuals:
Individual 35:
#<LSYS #x105E0C21> (fitness: 31)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 13:
#<LSYS #x105E1449> (fitness: 44)
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 36:
#<LSYS #x105E0C51> (fitness: 33)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 10:
#<LSYS #x105E13B9> (fitness: 26)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Individual 41:
#<LSYS #x105E0D41> (fitness: 19)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 40:
#<LSYS #x105E0D11> (fitness: 72)
Best candidate:
Individual 40:
#<LSYS #x105E0D11> (fitness: 72)
Selected individuals:
Individual 23:
#<LSYS #x105E09E1> (fitness: 10)
Individual 30:
#<LSYS #x105E0B31> (fitness: 1)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 19:
#<LSYS #x1058E811> (fitness: 55)
Best candidate:
Individual 19:
#<LSYS #x1058E811> (fitness: 55)
Selected individuals:
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 41:
#<LSYS #x105E0D41> (fitness: 19)
Individual 45:
#<LSYS #x10491891> (fitness: 6)
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Best candidate:
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Selected individuals:
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 36:
#<LSYS #x105E0C51> (fitness: 33)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 39:
#<LSYS #x105E0CE1> (fitness: 65)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 33:
#<LSYS #x105E0BC1> (fitness: 71)
Individual 7:
#<LSYS #x105E0AD1> (fitness: 96)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Best candidate:
Individual 7:
#<LSYS #x105E0AD1> (fitness: 96)
Selected individuals:
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 43:
#<LSYS #x104F19D1> (fitness: 62)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Best candidate:
Individual 43:
#<LSYS #x104F19D1> (fitness: 62)
Selected individuals:
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 33:
#<LSYS #x105E0BC1> (fitness: 71)
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Individual 13:
#<LSYS #x105E1449> (fitness: 44)
Best candidate:
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Selected individuals:
Individual 15:
#<LSYS #x105E0D11> (fitness: 72)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 11:
#<LSYS #x105E13E9> (fitness: 32)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 22:
#<LSYS #x105E09B1> (fitness: 44)
Best candidate:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Selected individuals:
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 13:
#<LSYS #x105E1449> (fitness: 44)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Individual 9:
#<LSYS #x105E1389> (fitness: 40)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 27:
#<LSYS #x105E0AA1> (fitness: 17)
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Best candidate:
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Selected individuals:
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 27:
#<LSYS #x105E0AA1> (fitness: 17)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 31:
#<LSYS #x105E0B61> (fitness: 53)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Best candidate:
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Selected individuals:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 22:
#<LSYS #x105E09B1> (fitness: 44)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 41:
#<LSYS #x105E0D41> (fitness: 19)
Individual 2:
#<LSYS #x105E1239> (fitness: 24)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 17:
#<LSYS #x104F19D1> (fitness: 62)
Individual 16:
#<LSYS #x1058E811> (fitness: 55)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 1:
#<LSYS #x105E1209> (fitness: 56)
Best candidate:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Selected individuals:
Individual 38:
#<LSYS #x105E0CB1> (fitness: 46)
Individual 16:
#<LSYS #x1058E811> (fitness: 55)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 12:
#<LSYS #x105E1419> (fitness: 48)
Individual 26:
#<LSYS #x105E0A71> (fitness: 22)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Best candidate:
Individual 21:
#<LSYS #x105E0981> (fitness: 65)
Selected individuals:
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Individual 29:
#<LSYS #x105E0B01> (fitness: 13)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Selected individuals:
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 11:
#<LSYS #x105E13E9> (fitness: 32)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Best candidate:
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Selected individuals:
Individual 39:
#<LSYS #x105E0CE1> (fitness: 65)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 4:
#<LSYS #x105E1299> (fitness: 23)
Best candidate:
Individual 39:
#<LSYS #x105E0CE1> (fitness: 65)
Selected individuals:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 13:
#<LSYS #x105E1449> (fitness: 44)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 34:
#<LSYS #x105E0BF1> (fitness: 34)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Selected individuals:
Individual 19:
#<LSYS #x105E0CE1> (fitness: 65)
Individual 20:
#<LSYS #x1058E841> (fitness: 38)
Individual 0:
#<LSYS #x105E0E9D> (fitness: 21)
Individual 32:
#<LSYS #x105E0B91> (fitness: 61)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Best candidate:
Individual 19:
#<LSYS #x105E0CE1> (fitness: 65)
Selected individuals:
Individual 38:
#<LSYS #x105E0CB1> (fitness: 46)
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Individual 3:
#<LSYS #x105E1269> (fitness: 11)
Individual 30:
#<LSYS #x105E0B31> (fitness: 1)
Best candidate:
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Selected individuals:
Individual 19:
#<LSYS #x105E0CE1> (fitness: 65)
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 31:
#<LSYS #x105E0B61> (fitness: 53)
Individual 23:
#<LSYS #x105E09E1> (fitness: 10)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Best candidate:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Selected individuals:
Individual 29:
#<LSYS #x105E0B01> (fitness: 13)
Individual 41:
#<LSYS #x105E0D41> (fitness: 19)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 11:
#<LSYS #x105E13E9> (fitness: 32)
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
Best candidate:
Individual 24:
#<LSYS #x105E0A11> (fitness: 51)
New population:
Population 2:
Individual 1:
#<LSYS #x105E1329> (fitness: 88)
Individual 2:
#<LSYS #x105E12F9> (fitness: 76)
Individual 3:
#<LSYS #x105E1479> (fitness: 79)
Individual 4:
#<LSYS #x105E0D71> (fitness: 75)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 7:
#<LSYS #x105E0AD1> (fitness: 96)
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 9:
#<LSYS #x105E0C81> (fitness: 63)
Individual 10:
#<LSYS #x105E12C9> (fitness: 75)
Individual 11:
#<LSYS #x105E0A41> (fitness: 83)
Individual 12:
#<LSYS #x105E1359> (fitness: 88)
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 15:
#<LSYS #x105E0D11> (fitness: 72)
Individual 16:
#<LSYS #x1058E811> (fitness: 55)
Individual 17:
#<LSYS #x104F19D1> (fitness: 62)
Individual 18:
#<LSYS #x105E0981> (fitness: 65)
Individual 19:
#<LSYS #x105E0CE1> (fitness: 65)
Individual 20:
#<LSYS #x105E0A11> (fitness: 51)
Average fitness: 71.7
#<POPULATION #x10738209>
[10]> (perform-mutations pop1 pop2)
Selected individuals:
Individual 12:
#<LSYS #x105E12F9> (fitness: 88)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 1:
#<LSYS #x105E11A9> (fitness: 56)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 2:
#<LSYS #x105E1299> (fitness: 76)
Best candidate:
Individual 12:
#<LSYS #x105E12F9> (fitness: 88)
Original l-sys:
((A A B) (B A))
Possibly mutated individual (look for mutation at (1,0)):
Individual 21:
#<LSYS #x105E12F9> (fitness: 88)
((A A B) (B A))
Selected individuals:
Individual 17:
#<LSYS #x104F19D1> (fitness: 62)
Individual 12:
#<LSYS #x105E13B9> (fitness: 48)
Individual 30:
#<LSYS #x105E0AD1> (fitness: 1)
Individual 9:
#<LSYS #x105E0C21> (fitness: 63)
Individual 1:
#<LSYS #x105E12C9> (fitness: 88)
Best candidate:
Individual 1:
#<LSYS #x105E12C9> (fitness: 88)
Original l-sys:
((A A B) (B A))
Possibly mutated individual (look for mutation at (0,0)):
Individual 22:
#<LSYS #x105E12C9> (fitness: 88)
((A B B) (B A))
Selected individuals:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 9:
#<LSYS #x105E0C21> (fitness: 63)
Individual 15:
#<LSYS #x105E0CB1> (fitness: 72)
Individual 38:
#<LSYS #x105E0C51> (fitness: 46)
Individual 2:
#<LSYS #x105E11D9> (fitness: 24)
Best candidate:
Individual 13:
#<LSYS #x105D1AF9> (fitness: 78)
Original l-sys:
((A B B) (B A))
Possibly mutated individual (look for mutation at (1,0)):
Individual 23:
#<LSYS #x105D1AF9> (fitness: 78)
((A B B) (B B))
Selected individuals:
Individual 23:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 29:
#<LSYS #x105E0AA1> (fitness: 13)
Individual 7:
#<LSYS #x105E0A71> (fitness: 96)
Individual 34:
#<LSYS #x105E0B91> (fitness: 34)
Individual 35:
#<LSYS #x105E0BC1> (fitness: 31)
Best candidate:
Individual 7:
#<LSYS #x105E0A71> (fitness: 96)
Original l-sys:
((A B B) (B B))
Possibly mutated individual (look for mutation at (0,1)):
Individual 24:
#<LSYS #x105E0A71> (fitness: 96)
((A B A) (B B))
Selected individuals:
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 19:
#<LSYS #x105E0C81> (fitness: 65)
Individual 33:
#<LSYS #x105E0B61> (fitness: 71)
Individual 16:
#<LSYS #x1058E811> (fitness: 55)
Individual 1:
#<LSYS #x105E11A9> (fitness: 56)
Best candidate:
Individual 33:
#<LSYS #x105E0B61> (fitness: 71)
Original l-sys:
((A B A) (B B))
Possibly mutated individual (look for mutation at (1,0)):
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
((A B A) (B B))
Selected individuals:
Individual 22:
#<LSYS #x105E12C9> (fitness: 88)
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
Individual 17:
#<LSYS #x104F19D1> (fitness: 62)
Individual 3:
#<LSYS #x105E1419> (fitness: 79)
Individual 13:
#<LSYS #x105E13E9> (fitness: 44)
Best candidate:
Individual 22:
#<LSYS #x105E12C9> (fitness: 88)
Selected individuals:
Individual 9:
#<LSYS #x105E1329> (fitness: 40)
Individual 3:
#<LSYS #x105E1419> (fitness: 79)
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 38:
#<LSYS #x105E0C51> (fitness: 46)
Individual 9:
#<LSYS #x105E0C21> (fitness: 63)
Best candidate:
Individual 3:
#<LSYS #x105E1419> (fitness: 79)
Original l-sys:
((A B A) (B B))
Possibly mutated individual (look for mutation at (1,0)):
Individual 26:
#<LSYS #x105E1419> (fitness: 79)
((A B A) (B A))
Selected individuals:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Individual 26:
#<LSYS #x105E0A11> (fitness: 22)
Individual 45:
#<LSYS #x10491871> (fitness: 6)
Individual 38:
#<LSYS #x105E0C51> (fitness: 46)
Individual 3:
#<LSYS #x105E1209> (fitness: 11)
Best candidate:
Individual 8:
#<LSYS #x105D1B71> (fitness: 76)
Original l-sys:
((A B A) (B A))
Possibly mutated individual (look for mutation at (0,0)):
Individual 27:
#<LSYS #x105D1B71> (fitness: 76)
((A B A) (B A))
Selected individuals:
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
Individual 1:
#<LSYS #x105E11A9> (fitness: 56)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Individual 32:
#<LSYS #x105E0B31> (fitness: 61)
Individual 12:
#<LSYS #x105E13B9> (fitness: 48)
Best candidate:
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
Selected individuals:
Individual 11:
#<LSYS #x105E09E1> (fitness: 83)
Individual 14:
#<LSYS #x105D1B29> (fitness: 45)
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 5:
#<LSYS #x104E1999> (fitness: 68)
Individual 29:
#<LSYS #x105E0AA1> (fitness: 13)
Best candidate:
Individual 11:
#<LSYS #x105E09E1> (fitness: 83)
Original l-sys:
((A B A) (B A))
Possibly mutated individual (look for mutation at (1,0)):
Individual 28:
#<LSYS #x105E09E1> (fitness: 83)
((A B A) (B B))
Selected individuals:
Individual 11:
#<LSYS #x105E1389> (fitness: 32)
Individual 29:
#<LSYS #x105E0AA1> (fitness: 13)
Individual 47:
#<LSYS #x10521A31> (fitness: 5)
Individual 23:
#<LSYS #x105D1AF9> (fitness: 78)
Individual 21:
#<LSYS #x105E12F9> (fitness: 88)
Best candidate:
Individual 21:
#<LSYS #x105E12F9> (fitness: 88)
Selected individuals:
Individual 4:
#<LSYS #x105E1239> (fitness: 23)
Individual 4:
#<LSYS #x105E0D11> (fitness: 75)
Individual 26:
#<LSYS #x105E1419> (fitness: 79)
Individual 16:
#<LSYS #x1058E781> (fitness: 74)
Individual 15:
#<LSYS #x105E0CB1> (fitness: 72)
Best candidate:
Individual 26:
#<LSYS #x105E1419> (fitness: 79)
Selected individuals:
Individual 9:
#<LSYS #x105E1329> (fitness: 40)
Individual 34:
#<LSYS #x105E0B91> (fitness: 34)
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
Individual 1:
#<LSYS #x105E11A9> (fitness: 56)
Individual 11:
#<LSYS #x105E1389> (fitness: 32)
Best candidate:
Individual 25:
#<LSYS #x105E0B61> (fitness: 71)
Selected individuals:
Individual 23:
#<LSYS #x105E0941> (fitness: 10)
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Individual 26:
#<LSYS #x105E09D1> (fitness: 22)
Individual 19:
#<LSYS #x105E0C41> (fitness: 65)
Best candidate:
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Selected individuals:
Individual 18:
#<LSYS #x105E08E1> (fitness: 65)
Individual 12:
#<LSYS #x105E1379> (fitness: 48)
Individual 46:
#<LSYS #x10521A01> (fitness: 26)
Individual 14:
#<LSYS #x105D1B09> (fitness: 45)
Individual 21:
#<LSYS #x105E12B9> (fitness: 88)
Best candidate:
Individual 21:
#<LSYS #x105E12B9> (fitness: 88)
Selected individuals:
Individual 18:
#<LSYS #x1058E7E1> (fitness: 25)
Individual 24:
#<LSYS #x105E0A31> (fitness: 96)
Individual 3:
#<LSYS #x105E11C9> (fitness: 11)
Individual 22:
#<LSYS #x105E0911> (fitness: 44)
Individual 23:
#<LSYS #x105E0941> (fitness: 10)
Best candidate:
Individual 24:
#<LSYS #x105E0A31> (fitness: 96)
Selected individuals:
Individual 10:
#<LSYS #x105E1319> (fitness: 26)
Individual 18:
#<LSYS #x105E08E1> (fitness: 65)
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Individual 4:
#<LSYS #x105E0CD1> (fitness: 75)
Individual 45:
#<LSYS #x10491851> (fitness: 6)
Best candidate:
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Selected individuals:
Individual 1:
#<LSYS #x105E1169> (fitness: 56)
Individual 2:
#<LSYS #x105E1199> (fitness: 24)
Individual 25:
#<LSYS #x105E0B21> (fitness: 71)
Individual 4:
#<LSYS #x105E11F9> (fitness: 23)
Individual 35:
#<LSYS #x105E0B81> (fitness: 31)
Best candidate:
Individual 25:
#<LSYS #x105E0B21> (fitness: 71)
Selected individuals:
Individual 0:
#<LSYS #x105E0DFD> (fitness: 21)
Individual 32:
#<LSYS #x105E0AF1> (fitness: 61)
Individual 9:
#<LSYS #x105E0BE1> (fitness: 63)
Individual 15:
#<LSYS #x105E0C71> (fitness: 72)
Individual 1:
#<LSYS #x105E1169> (fitness: 56)
Best candidate:
Individual 15:
#<LSYS #x105E0C71> (fitness: 72)
Original l-sys:
((A B A) (B B))
Possibly mutated individual (look for mutation at (0,0)):
Individual 29:
#<LSYS #x105E0C71> (fitness: 72)
((A B A) (B B))
Selected individuals:
Individual 31:
#<LSYS #x105E0AC1> (fitness: 53)
Individual 2:
#<LSYS #x105E1259> (fitness: 76)
Individual 29:
#<LSYS #x105E0C71> (fitness: 72)
Individual 30:
#<LSYS #x105E0A91> (fitness: 1)
Individual 35:
#<LSYS #x105E0B81> (fitness: 31)
Best candidate:
Individual 2:
#<LSYS #x105E1259> (fitness: 76)
Original l-sys:
((A B A) (B B))
Possibly mutated individual (look for mutation at (1,0)):
Individual 30:
#<LSYS #x105E1259> (fitness: 76)
((A B A) (B A))
New population:
Population 2:
Individual 22:
#<LSYS #x105E1289> (fitness: 88)
Individual 30:
#<LSYS #x105E1259> (fitness: 76)
Individual 26:
#<LSYS #x105E13D9> (fitness: 79)
Individual 4:
#<LSYS #x105E0CD1> (fitness: 75)
Individual 5:
#<LSYS #x104DF31D> (fitness: 68)
Individual 6:
#<LSYS #x1058E7B1> (fitness: 74)
Individual 24:
#<LSYS #x105E0A31> (fitness: 96)
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Individual 9:
#<LSYS #x105E0BE1> (fitness: 63)
Individual 10:
#<LSYS #x105E1229> (fitness: 75)
Individual 28:
#<LSYS #x105E09A1> (fitness: 83)
Individual 21:
#<LSYS #x105E12B9> (fitness: 88)
Individual 23:
#<LSYS #x105D1AD9> (fitness: 78)
Individual 14:
#<LSYS #x105D1B09> (fitness: 45)
Individual 29:
#<LSYS #x105E0C71> (fitness: 72)
Individual 16:
#<LSYS #x1058E811> (fitness: 55)
Individual 17:
#<LSYS #x104F19B5> (fitness: 62)
Individual 18:
#<LSYS #x105E08E1> (fitness: 65)
Individual 19:
#<LSYS #x105E0C41> (fitness: 65)
Individual 20:
#<LSYS #x105E0971> (fitness: 51)
Individual 21:
#<LSYS #x105E12B9> (fitness: 88)
Individual 22:
#<LSYS #x105E1289> (fitness: 88)
Individual 23:
#<LSYS #x105D1AD9> (fitness: 78)
Individual 24:
#<LSYS #x105E0A31> (fitness: 96)
Individual 25:
#<LSYS #x105E0B21> (fitness: 71)
Individual 26:
#<LSYS #x105E13D9> (fitness: 79)
Individual 27:
#<LSYS #x105D1B51> (fitness: 76)
Individual 28:
#<LSYS #x105E09A1> (fitness: 83)
Individual 29:
#<LSYS #x105E0C71> (fitness: 72)
Individual 30:
#<LSYS #x105E1259> (fitness: 76)
Average fitness: 74.7
NIL
[11]> (bye)
Bye.