PopulationSize = 200 NumberOfGenerations = 31 CrossoverProbability = 90.0 CreationProbability = 0.0 CreationType = RampedHalf MaximumDepthForCreation = 6 MaximumDepthForCrossover = 17 MaximumComplexity = 100 SelectionType = Probabilistic TournamentSize = 7 DemeSize = 100 DemeticMigProbability = 100.0 SwapMutationProbability = 0.0 ShrinkMutationProbability = 0.0 TerminationFitness = 0.0 GoodRuns = 10 DemeticGrouping = false AddBestToNewPopulation = false SteadyState = false PrintDetails = true PrintPopulation = false PrintExpression = true PrintTree = false TreeFontSize = 12 UseADFs = false TestDiversity = true ComplexityAffectsFitness = false CheckpointGens = 0 RPB: + (2) - (2) * (2) / (2) 10 black_near_corners white_near_corners black_corners white_corners black_edges white_edges black white Run number 1 (good runs 0) Too complex 0 Duplicate 5 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 89.00 189.12 255.00| 15 15.1 31| 4 3.6 5| 1.000 1| 103.00 188.84 251.00| 5 15.0 3| 3 3.7 2| 0.940 2| 82.00 373.58 263.00| 9 17.6 3| 4 4.0 2| 0.980 3| 103.00 377.17 255.00| 13 17.1 13| 6 4.2 6| 0.935 4| 99.00 372.54 255.00| 37 17.1 21| 7 4.3 6| 0.965 5| 80.00 374.06 254.00| 57 18.1 17| 8 4.7 6| 0.980 6| 95.00 372.13 253.00| 11 19.0 5| 5 4.9 3| 0.950 7| 103.00 373.26 251.00| 23 18.9 9| 6 4.9 4| 0.925 8| 58.00 365.34 251.00| 13 20.3 5| 5 5.2 3| 0.965 9| 37.00 372.06 254.00| 31 19.1 3| 9 5.1 2| 0.945 10| 109.00 366.24 252.00| 3 19.8 11| 2 5.3 5| 0.970 11| 99.00 367.37 259.00| 17 20.0 49| 6 5.5 8| 0.965 12| 66.00 366.64 255.00| 17 19.6 3| 6 5.4 2| 0.945 13| 93.00 366.59 261.00| 9 19.7 3| 4 5.4 2| 0.915 14| 39.00 365.08 257.00| 27 18.9 13| 9 5.3 5| 0.920 15| 98.00 365.94 251.00| 23 17.3 3| 9 5.0 2| 0.910 16| 65.00 364.94 245.00| 7 17.3 7| 3 5.0 4| 0.925 17| 49.00 365.22 252.00| 5 17.3 3| 3 5.1 2| 0.930 18| 77.00 359.04 256.00| 19 16.0 23| 9 5.0 7| 0.945 19| 84.00 366.26 246.00| 31 17.5 39| 10 5.4 8| 0.960 20| 55.00 357.57 250.00| 11 17.3 23| 5 5.4 7| 0.975 21| 83.00 363.58 257.00| 27 16.7 9| 9 5.4 4| 0.960 22| 46.00 357.92 239.00| 3 17.8 15| 2 5.5 5| 0.935 23| 17.00 356.40 244.00| 9 17.0 11| 4 5.5 4| 0.960 24| 83.00 359.96 268.00| 3 17.1 5| 2 5.5 3| 0.945 25| 67.00 353.85 256.00| 7 13.5 7| 3 4.9 3| 0.945 26| 69.00 360.60 243.00| 25 14.8 5| 9 5.2 3| 0.915 27| 64.00 354.51 246.00| 3 16.4 7| 2 5.6 4| 0.920 28| 92.00 355.67 247.00| 19 15.0 25| 6 5.3 7| 0.905 29| 75.00 355.55 241.00| 5 14.1 1| 3 5.2 1| 0.920 30| 56.00 356.93 272.00| 9 14.6 3| 4 5.3 2| 0.955 31| 68.00 356.82 251.00| 21 15.6 15| 9 5.4 6| 0.940 ======================================================================== Generation:31 best:49 worst:134 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 49 32:RPB:16 86:RPB:1 68.00 21 9 RPB: ( / ( / 10 black ) ( + ( * black white_edges ) ( - black ( - ( + 10 ( + black_edges ( + ( + black black_near_corners ) black_near_corners ))) white )))) Run time 103545.80 seconds, 3258.22 seconds/generation Run number 2 (good runs 0) Too complex 0 Duplicate 11 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 94.00 544.60 257.00| 3 15.5 3| 2 3.6 2| 1.000 1| 105.00 371.96 253.00| 7 15.2 5| 3 3.7 3| 0.970 2| 94.00 379.14 259.00| 7 14.8 11| 3 3.9 5| 0.945 3| 79.00 380.33 244.00| 3 15.2 19| 2 4.2 5| 0.955 4| 102.00 382.31 263.00| 7 15.9 7| 3 4.3 4| 0.950 5| 102.00 377.48 259.00| 5 18.0 13| 3 4.6 5| 0.950 6| 104.00 376.62 265.00| 9 17.1 29| 4 4.8 7| 0.955 7| 77.00 377.80 254.00| 25 18.0 11| 7 4.8 4| 0.955 8| 91.00 373.29 246.00| 51 17.5 7| 7 4.7 3| 0.920 9| 91.00 375.90 251.00| 15 16.8 3| 5 4.7 2| 0.910 10| 101.00 375.18 252.00| 3 14.9 11| 2 4.4 6| 0.925 11| 98.00 374.52 263.00| 7 14.8 23| 3 4.4 7| 0.925 12| 81.00 375.29 251.00| 7 13.4 7| 4 4.4 3| 0.935 13| 93.00 371.52 255.00| 7 13.9 5| 4 4.4 3| 0.940 14| 45.00 370.00 261.00| 17 15.8 47| 6 4.8 12| 0.930 15| 66.00 367.01 261.00| 3 16.0 31| 2 4.8 7| 0.925 16| 80.00 364.54 253.00| 9 16.0 1| 4 5.0 1| 0.925 17| 80.00 366.16 246.00| 3 16.8 7| 2 5.2 3| 0.955 18| 74.00 363.08 263.00| 5 17.4 3| 3 5.3 2| 0.950 19| 73.00 365.35 259.00| 11 20.5 15| 6 5.8 6| 0.975 20| 83.00 362.36 249.00| 35 20.5 19| 10 5.8 7| 0.965 21| 42.00 363.20 243.00| 5 21.2 17| 3 6.1 5| 0.955 22| 77.00 367.12 241.00| 37 20.5 55| 8 5.9 12| 0.955 23| 78.00 364.16 256.00| 11 21.6 13| 5 6.2 5| 0.950 24| 105.00 367.89 249.00| 33 22.4 61| 11 6.4 12| 0.950 25| 94.00 362.31 249.00| 49 20.0 5| 10 6.2 3| 0.955 26| 78.00 363.17 246.00| 19 20.7 5| 6 6.4 3| 0.945 27| 86.00 362.94 242.00| 47 21.1 37| 10 6.5 14| 0.970 28| 90.00 361.51 248.00| 17 20.8 7| 6 6.4 4| 0.935 29| 81.00 360.81 268.00| 3 20.5 23| 2 6.1 8| 0.915 30| 84.00 362.86 257.00| 9 20.6 15| 4 6.1 5| 0.935 31| 76.00 356.08 246.00| 5 20.1 5| 3 6.0 3| 0.895 ======================================================================== Generation:31 best:186 worst:166 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 186 9:RPB:2 78:RPB:18 76.00 5 3 RPB: ( + ( / black 10 ) black_edges ) Run time 118480.73 seconds, 3739.54 seconds/generation Run number 3 (good runs 0) Too complex 0 Duplicate 4 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 122.00 546.65 253.00| 7 15.4 5| 3 3.6 3| 1.000 1| 74.00 367.30 251.00| 25 14.7 3| 5 3.7 2| 0.940 2| 99.00 381.14 253.00| 5 13.0 11| 3 3.7 5| 0.925 3| 100.00 373.76 255.00| 23 12.9 5| 5 3.8 3| 0.920 4| 95.00 381.44 264.00| 3 12.8 15| 2 3.9 6| 0.930 5| 95.00 377.67 268.00| 7 12.7 7| 4 3.9 4| 0.920 6| 112.00 381.54 260.00| 5 13.0 5| 3 4.1 3| 0.920 7| 93.00 379.80 251.00| 9 13.7 19| 4 4.2 5| 0.925 8| 72.00 377.64 265.00| 11 14.2 3| 6 4.4 2| 0.925 9| 98.00 377.24 247.00| 11 17.1 3| 4 5.0 2| 0.945 10| 89.00 373.23 270.00| 5 18.3 3| 3 5.3 2| 0.940 11| 97.00 375.16 258.00| 19 17.6 7| 6 5.2 3| 0.950 12| 76.00 371.45 263.00| 9 17.5 3| 4 5.2 2| 0.935 13| 95.00 372.60 247.00| 17 17.7 5| 6 5.4 3| 0.960 14| 53.00 369.04 247.00| 5 18.7 11| 3 5.6 4| 0.960 15| 71.00 368.60 258.00| 71 22.2 13| 14 6.0 5| 0.970 16| 82.00 369.30 250.00| 43 24.0 13| 10 6.4 4| 0.985 17| 63.00 368.96 244.00| 41 25.0 19| 8 6.5 6| 0.990 18| 110.00 370.95 258.00| 5 23.6 3| 3 6.2 2| 0.955 19| 65.00 367.94 254.00| 11 22.9 21| 5 6.2 8| 0.940 20| 27.00 368.90 258.00| 15 26.0 25| 7 6.6 6| 0.970 21| 71.00 368.92 249.00| 13 26.3 5| 6 6.7 3| 0.965 22| 100.00 368.26 256.00| 7 24.7 7| 3 6.4 3| 0.980 23| 85.00 369.62 251.00| 61 25.6 7| 17 6.5 4| 0.955 24| 80.00 373.89 253.00| 23 24.2 5| 8 6.3 3| 0.945 25| 116.00 370.01 255.00| 11 24.5 13| 4 6.3 5| 0.950 26| 104.00 376.98 247.00| 7 22.1 19| 3 6.0 6| 0.950 27| 109.00 370.54 243.00| 19 21.2 13| 6 5.7 5| 0.905 28| 84.00 374.09 243.00| 25 19.5 15| 8 5.6 6| 0.930 29| 96.00 370.33 249.00| 17 20.7 7| 6 6.0 4| 0.940 30| 80.00 373.02 249.00| 69 22.2 13| 17 6.4 6| 0.960 31| 74.00 367.02 253.00| 21 20.7 21| 6 6.1 8| 0.935 ======================================================================== Generation:31 best:132 worst:102 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 132 39:RPB:10 136:RPB:33 74.00 21 6 RPB: ( / ( - black_edges ( / black_near_corners black )) ( + ( * ( + ( / black_near_corners black ) black ) ( + ( * black_near_corners white ) ( * white_near_corners black_corners ))) white_edges )) Run time 139936.82 seconds, 4372.71 seconds/generation Run number 4 (good runs 0) Too complex 0 Duplicate 7 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 113.00 556.77 269.00| 31 15.7 9| 5 3.7 4| 1.000 1| 37.00 372.48 262.00| 3 15.2 23| 2 3.8 6| 0.975 2| 106.00 374.66 245.00| 3 13.6 1| 2 3.8 1| 0.940 3| 91.00 369.06 264.00| 3 12.5 3| 2 3.8 2| 0.955 4| 104.00 372.59 252.00| 19 12.6 5| 5 3.9 3| 0.950 5| 74.00 366.66 253.00| 19 13.1 5| 5 4.0 3| 0.955 6| 70.00 369.60 263.00| 7 13.0 5| 3 4.2 3| 0.950 7| 78.00 364.43 243.00| 9 11.7 11| 5 4.0 4| 0.940 8| 74.00 364.24 248.00| 15 12.3 15| 6 4.2 5| 0.945 9| 97.00 363.99 250.00| 9 12.7 13| 4 4.3 6| 0.965 10| 90.00 365.98 255.00| 9 12.4 5| 4 4.4 3| 0.965 11| 82.00 367.62 250.00| 35 12.9 3| 7 4.6 2| 0.950 12| 53.00 366.34 252.00| 3 13.7 3| 2 4.7 2| 0.905 13| 92.00 369.66 256.00| 13 13.2 9| 5 4.7 4| 0.920 14| 88.00 362.81 253.00| 23 14.0 13| 7 4.8 6| 0.925 15| 87.00 365.15 243.00| 29 14.5 25| 8 4.8 7| 0.945 16| 97.00 362.02 244.00| 27 13.5 5| 7 4.7 3| 0.930 17| 68.00 364.19 252.00| 19 13.4 5| 6 4.6 3| 0.935 18| 71.00 361.56 269.00| 27 13.1 1| 7 4.7 1| 0.930 19| 112.00 364.68 245.00| 35 15.8 7| 8 5.1 3| 0.945 20| 96.00 357.45 256.00| 7 15.8 3| 3 5.1 2| 0.920 21| 75.00 367.55 257.00| 9 14.8 15| 4 4.9 6| 0.905 22| 85.00 356.43 249.00| 9 16.1 11| 4 5.2 5| 0.935 23| 46.00 365.96 240.00| 19 16.5 27| 8 5.3 8| 0.920