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| 97.00 194.58 255.00| 7 15.3 63| 3 3.7 6| 1.000 1| 95.00 194.53 263.00| 17 14.4 7| 8 3.8 3| 0.940 2| 119.00 390.64 253.00| 3 11.8 13| 2 3.8 5| 0.910 3| 102.00 389.64 256.00| 7 12.1 3| 4 3.9 2| 0.930 4| 119.00 391.52 250.00| 7 10.6 23| 3 3.9 6| 0.920 5| 107.00 392.77 261.00| 5 11.0 3| 3 4.1 2| 0.950 6| 126.00 391.47 265.00| 23 10.7 3| 7 4.2 2| 0.945 7| 88.00 393.32 262.00| 3 10.2 3| 2 4.1 2| 0.920 8| 88.00 389.28 249.00| 7 9.5 13| 4 3.9 5| 0.930 9| 109.00 389.56 264.00| 3 9.1 9| 2 4.0 5| 0.930 10| 63.00 390.48 257.00| 3 9.1 5| 2 3.9 3| 0.910 11| 97.00 386.49 263.00| 9 10.1 7| 5 4.2 3| 0.900 12| 75.00 388.98 259.00| 9 8.9 5| 4 4.0 3| 0.895 13| 119.00 386.22 253.00| 9 9.0 11| 5 4.1 5| 0.910 14| 86.00 385.62 262.00| 5 9.2 15| 3 4.2 6| 0.945 15| 116.00 385.43 264.00| 7 8.9 3| 4 4.0 2| 0.895 16| 102.00 386.46 251.00| 5 8.5 3| 3 3.9 2| 0.915 17| 100.00 391.58 248.00| 31 7.8 7| 6 3.6 4| 0.880 18| 115.00 387.82 260.00| 9 8.2 5| 4 3.7 3| 0.880 19| 111.00 390.42 254.00| 7 8.3 7| 4 3.7 4| 0.895 20| 74.00 382.94 253.00| 21 8.5 5| 7 3.8 3| 0.860 21| 116.00 382.96 247.00| 7 8.8 9| 4 3.9 5| 0.870 22| 108.00 378.96 253.00| 11 8.5 3| 5 3.8 2| 0.880 23| 85.00 382.18 266.00| 7 8.6 7| 4 3.8 3| 0.890 24| 49.00 381.02 258.00| 3 8.9 7| 2 4.0 4| 0.875 25| 105.00 381.34 256.00| 5 8.3 5| 3 3.9 3| 0.905 26| 86.00 377.80 257.00| 5 8.1 3| 3 3.8 2| 0.835 27| 77.00 384.91 251.00| 5 8.6 3| 3 3.8 2| 0.825 28| 95.00 375.61 251.00| 9 9.0 3| 4 3.9 2| 0.840 29| 104.00 384.10 245.00| 11 9.3 5| 6 4.0 3| 0.810 30| 78.00 379.32 247.00| 5 9.3 9| 3 4.0 5| 0.805 31| 114.00 384.09 258.00| 5 9.1 3| 3 3.9 2| 0.815 ======================================================================== Generation:31 best:168 worst:65 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 168 74:RPB:3 194:RPB:2 114.00 5 3 RPB: ( + ( + white_edges black ) black_edges ) Run time 148344.01 seconds, 4644.53 seconds/generation Run number 2 (good runs 0) Too complex 0 Duplicate 5 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 107.00 580.39 258.00| 3 15.3 3| 2 3.6 2| 1.000 1| 121.00 385.40 257.00| 7 12.3 17| 3 3.6 5| 0.925 2| 125.00 392.44 252.00| 11 11.3 23| 6 3.7 5| 0.910 3| 88.00 388.47 271.00| 23 11.6 3| 7 3.9 2| 0.940 4| 93.00 392.00 264.00| 9 11.8 21| 4 4.0 5| 0.890 5| 123.00 385.91 246.00| 5 12.9 3| 3 4.3 2| 0.940 6| 108.00 389.64 260.00| 33 13.4 17| 6 4.5 6| 0.905 7| 77.00 383.18 252.00| 31 14.2 3| 6 4.6 2| 0.925 8| 88.00 383.71 245.00| 5 13.4 27| 3 4.6 8| 0.950 9| 104.00 383.16 258.00| 7 14.2 11| 4 4.7 4| 0.955 10| 88.00 380.77 252.00| 21 13.4 15| 5 4.7 6| 0.960 11| 100.00 376.78 242.00| 17 13.7 47| 6 4.9 12| 0.945 12| 113.00 381.21 254.00| 9 14.4 3| 4 5.1 2| 0.970 13| 72.00 374.12 252.00| 5 14.4 3| 3 5.1 2| 0.960 14| 98.00 381.43 247.00| 27 14.4 15| 6 5.0 6| 0.945 15| 116.00 378.04 250.00| 7 15.6 39| 4 5.3 11| 0.940 16| 75.00 376.40 250.00| 31 15.1 13| 11 5.2 7| 0.940 17| 114.00 377.22 251.00| 11 15.5 13| 4 5.3 7| 0.925 18| 99.00 374.89 253.00| 33 14.3 13| 11 5.1 6| 0.950 19| 106.00 379.80 256.00| 3 15.1 5| 2 5.3 3| 0.925 20| 86.00 377.12 249.00| 7 17.0 13| 3 5.7 6| 0.950 21| 77.00 380.42 247.00| 15 17.2 15| 6 5.7 6| 0.920 22| 117.00 378.36 258.00| 39 16.5 15| 12 5.4 6| 0.910 23| 104.00 374.64 249.00| 7 15.2 13| 4 5.4 5| 0.915 24| 98.00 376.12 250.00| 13 15.3 1| 6 5.6 1| 0.940 25| 101.00 373.72 247.00| 7 16.2 23| 3 5.7 8| 0.950 26| 83.00 374.82 260.00| 39 17.2 67| 14 5.8 16| 0.945 27| 110.00 374.48 251.00| 3 17.6 15| 2 6.0 8| 0.965 28| 98.00 377.48 258.00| 21 17.9 7| 9 6.1 3| 0.950 29| 95.00 378.60 259.00| 29 17.9 37| 12 6.2 9| 0.920 30| 81.00 373.74 251.00| 57 19.2 7| 13 6.9 4| 0.975 31| 93.00 376.71 260.00| 29 20.7 7| 11 7.0 4| 0.990 ======================================================================== Generation:31 best:41 worst:151 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 41 60:RPB:21 141:RPB:18 93.00 29 11 RPB: ( + ( + ( / black white_near_corners ) white_corners ) ( + black_edges ( / ( + ( + ( * black_corners ( / ( - ( * black_edges white_near_corners ) ( / black ( * black black ))) white )) white_corners ) ( + white_corners white_edges )) white ))) Run time 126841.96 seconds, 3889.22 seconds/generation Run number 3 (good runs 0) Too complex 0 Duplicate 5 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 114.00 571.28 261.00| 7 15.5 7| 3 3.7 3| 1.000 1| 117.00 379.60 250.00| 13 16.1 7| 4 3.9 3| 0.950 2| 92.00 388.96 256.00| 17 13.9 15| 5 3.9 5| 0.945 3| 89.00 385.12 255.00| 11 14.0 15| 5 3.9 5| 0.925 4| 38.00 383.46 249.00| 15 14.4 15| 4 4.1 4| 0.920 5| 120.00 385.28 259.00| 3 13.2 11| 2 4.1 4| 0.905 6| 113.00 385.08 246.00| 49 12.2 19| 7 3.9 5| 0.915 7| 94.00 385.87 251.00| 17 10.6 9| 6 3.8 4| 0.935 8| 87.00 388.04 260.00| 5 11.3 3| 3 3.9 2| 0.880 9| 118.00 385.47 250.00| 43 11.4 3| 7 3.9 2| 0.910 10| 95.00 381.56 252.00| 5 13.3 13| 3 4.4 4| 0.945 11| 84.00 384.45 267.00| 3 13.2 13| 2 4.3 4| 0.915 12| 95.00 379.22 251.00| 3 10.4 1| 2 3.8 1| 0.880 13| 103.00 381.60 245.00| 3 10.9 1| 2 3.9 1| 0.925 14| 77.00 377.13 251.00| 7 12.1 11| 3 4.1 4| 0.860 15| 92.00 378.37 254.00| 9 10.6 9| 5 3.9 4| 0.905 16| 76.00 378.82 253.00| 7 10.5 7| 4 3.9 3| 0.855 17| 119.00 379.07 260.00| 35 9.3 3| 11 3.7 2| 0.835 18| 114.00 385.22 253.00| 3 8.2 13| 2 3.6 6| 0.830 19| 113.00 386.14 261.00| 7 8.2 19| 3 3.6 5| 0.800 20| 48.00 384.80 253.00| 11 7.6 45| 6 3.5 9| 0.765 21| 75.00 382.20 262.00| 29 8.0 9| 12 3.7 5| 0.870 22| 121.00 381.04 241.00| 9 7.6 3| 5 3.6 2| 0.830 23| 98.00 372.74 243.00| 7 8.1 11| 4 3.9 6| 0.855 24| 81.00 374.10 239.00| 21 8.6 29| 9 4.1 9| 0.880 25| 80.00 369.56 250.00| 5 8.8 5| 3 4.1 3| 0.850 26| 102.00 373.70 260.00| 7 7.9 5| 4 3.9 3| 0.860 27| 85.00 369.54 252.00| 21 7.8 3| 10 3.8 2| 0.860 28| 81.00 375.30 249.00| 3 8.2 11| 2 4.0 5| 0.830 29| 112.00 371.44 250.00| 5 8.3 23| 3 4.0 8| 0.840 30| 92.00 373.59 266.00| 13 8.6 23| 7 4.0 8| 0.860 31| 89.00 373.60 259.00| 3 9.2 3| 2 4.2 2| 0.865 ======================================================================== Generation:31 best:129 worst:176 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 129 127:RPB:1 19:RPB:2 89.00 3 2 RPB: ( + black_edges black ) Run time 71655.18 seconds, 2239.07 seconds/generation Run number 4 (good runs 0) Too complex 0 Duplicate 12 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 131.00 567.08 251.00| 3 15.8 21| 2 3.7 5| 1.000 1| 100.00 383.56 254.00| 3 17.4 5| 2 4.1 3| 0.980 2| 106.00 388.26 264.00| 3 18.2 65| 2 4.3 7| 0.960 3| 120.00 387.39 260.00| 19 18.8 19| 6 4.6 5| 0.965 4| 96.00 392.49 269.00| 25 18.8 7| 7 4.7 4| 0.980 5| 104.00 386.02 265.00| 21 19.7 9| 6 4.8 5| 0.980 6| 94.00 388.90 261.00| 3 20.4 15| 2 4.9 4| 0.950 7| 100.00 388.28 244.00| 9 17.6 3| 4 4.7 2| 0.945 8| 119.00 384.22 254.00| 9 16.8 7| 4 4.8 3| 0.950 9| 68.00 385.63 245.00| 17 17.9 23| 6 5.0 7| 0.925 10| 119.00 384.29 255.00| 67 17.6 9| 16 5.1 4| 0.970 11| 122.00 383.68 250.00| 11 18.4 29| 5 5.2 9| 0.980 12| 102.00 379.76 256.00| 17 18.2 33| 5 5.1 9| 0.970 13| 111.00 383.76 253.00| 23 19.4 69| 6 5.4 8| 0.970 14| 102.00 378.80 247.00| 25 17.6 69| 7 5.2 8| 0.935 15| 102.00 383.21 247.00| 9 16.6 23| 4 5.1 7| 0.950 16| 91.00 381.90 250.00| 7 17.3 15| 3 5.3 5| 0.945 17| 120.00 383.72 254.00| 11 17.5 11| 4 5.4 4| 0.965 18| 93.00 382.06 255.00| 13 18.6 15| 5 5.7 5| 0.980 19| 80.00 386.09 250.00| 41 17.0 39| 11 5.3 9| 0.960 20| 69.00 385.80 251.00| 5 16.8 5| 3 5.4 3| 0.950 21| 77.00 384.92 254.00| 27 16.3 7| 10 5.4 3| 0.945 22| 113.00 384.95 252.00| 23 16.9 13| 8 5.7 5| 0.930 23| 100.00 382.77 250.00| 31 16.7 3| 10 5.7 2| 0.940 24| 115.00 378.86 257.00| 29 17.1 19| 11 5.9 8| 0.955