PopulationSize = 64 NumberOfGenerations = 50 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 = 25.0 GoodRuns = 2 DemeticGrouping = false AddBestToNewPopulation = false SteadyState = false PrintDetails = true PrintPopulation = false PrintExpression = true PrintTree = true TreeFontSize = 12 UseADFs = false TestDiversity = true ComplexityAffectsFitness = true CheckpointGens = 0 RPB: + (2) - (2) * (2) / (2) 10 black_clusters white_clusters 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 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 33.60 1634.23 3515.60| 13 15.7 3| 6 3.8 2| 1.000 1| 33.60 1388.19 3386.00| 13 12.6 5| 6 4.0 3| 0.875 2| 38.60 2432.29 2691.40| 3 10.2 7| 2 4.2 4| 0.719 3| 38.60 2068.22 3005.60| 3 9.5 3| 2 4.3 2| 0.844 4| 38.60 1283.35 1868.00| 3 10.8 15| 2 4.7 7| 0.844 5| 35.20 1226.45 2514.80| 11 11.4 19| 5 4.8 5| 0.797 6| 38.60 955.54 1979.40| 3 11.1 47| 2 4.8 16| 0.750 7| 36.00 944.24 3163.00| 15 10.9 5| 5 4.6 3| 0.719 8| 38.60 846.01 2570.60| 3 10.2 3| 2 4.2 2| 0.781 9| 38.60 740.60 1488.40| 3 9.8 7| 2 4.2 3| 0.750 10| 38.60 717.70 1588.40| 3 12.2 7| 2 4.9 3| 0.750 11| 38.60 785.31 2249.80| 3 12.1 9| 2 4.9 4| 0.844 12| 38.60 650.81 1567.00| 3 13.6 5| 2 5.4 3| 0.844 13| 38.60 777.77 1692.00| 3 14.6 5| 2 5.3 3| 0.844 14| 38.60 648.41 1638.40| 3 15.7 7| 2 5.4 3| 0.766 15| 38.60 806.26 1966.40| 3 12.7 7| 2 4.7 3| 0.703 16| 38.60 658.53 1492.00| 3 13.4 5| 2 4.6 3| 0.734 17| 38.60 786.41 1569.60| 3 13.1 3| 2 4.8 2| 0.734 18| 38.60 656.32 1944.40| 3 13.6 7| 2 4.8 3| 0.703 19| 38.60 761.63 1569.20| 3 17.5 21| 2 5.6 8| 0.766 20| 34.80 731.37 1824.60| 9 14.5 3| 4 5.0 2| 0.766 21| 38.60 788.77 1329.00| 3 12.2 5| 2 4.7 3| 0.719 22| 38.60 830.62 2116.80| 3 13.0 9| 2 4.9 4| 0.734 23| 38.60 789.95 1786.40| 3 14.5 7| 2 5.2 3| 0.828 24| 38.60 852.92 1720.80| 3 14.2 9| 2 5.2 4| 0.859 25| 38.60 758.62 1313.20| 3 14.8 11| 2 5.4 5| 0.656 26| 38.60 723.02 2164.20| 3 11.6 21| 2 4.7 9| 0.734 27| 38.60 600.29 1777.40| 3 13.2 17| 2 5.1 8| 0.703 28| 38.60 587.34 1346.40| 3 9.2 17| 2 4.2 7| 0.703 29| 38.60 577.86 1464.60| 3 11.1 3| 2 4.6 2| 0.672 30| 38.60 567.47 1179.60| 3 9.8 3| 2 4.2 2| 0.734 31| 38.60 639.31 1646.40| 3 11.6 17| 2 4.7 7| 0.766 32| 38.60 571.29 1505.00| 3 10.6 25| 2 4.5 10| 0.688 33| 38.60 708.27 1647.00| 3 10.6 5| 2 4.4 3| 0.641 34| 38.60 532.02 1444.20| 3 6.9 11| 2 3.6 5| 0.547 35| 38.60 633.41 1516.40| 3 5.0 7| 2 2.9 4| 0.406 36| 38.60 556.45 1359.40| 3 4.4 7| 2 2.7 4| 0.438 37| 38.60 613.90 1494.80| 3 4.6 9| 2 2.8 5| 0.391 38| 38.60 571.23 1088.60| 3 4.4 3| 2 2.7 2| 0.375 39| 38.60 564.86 833.60| 3 5.0 3| 2 3.0 2| 0.438 40| 38.60 501.40 979.80| 3 5.3 9| 2 3.1 5| 0.438 41| 38.60 456.52 1038.60| 3 5.6 3| 2 3.3 2| 0.406 42| 38.60 563.23 1159.40| 3 5.6 7| 2 3.3 4| 0.484 43| 38.60 490.24 1344.80| 3 6.1 9| 2 3.5 5| 0.516 44| 38.60 547.26 1179.40| 3 5.2 7| 2 3.0 4| 0.375 45| 38.60 586.11 1419.40| 3 5.3 7| 2 3.0 4| 0.391 46| 38.60 475.19 1176.00| 3 5.1 5| 2 3.0 3| 0.406 47| 38.60 554.39 1074.40| 3 5.1 7| 2 2.9 4| 0.484 48| 38.60 515.18 1298.60| 3 5.0 3| 2 2.8 2| 0.391 49| 38.60 439.45 1368.20| 3 5.0 1| 2 2.9 1| 0.375 50| 38.60 481.30 1014.40| 3 5.2 7| 2 3.0 4| 0.484 ======================================================================== Generation:50 best:1 worst:32 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 1 24:RPB:1 5:RPB:1 38.60 3 2 RPB: ( * black_near_corners black_edges ) * | \ black_near_corners black_edges Run time 11043.54 seconds, 216.38 seconds/generation Run number 2 (good runs 0) Too complex 0 Duplicate 1 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 37.40 2221.46 3246.80| 7 14.6 9| 3 3.5 4| 1.000 1| 37.80 1544.35 3037.00| 9 10.0 35| 4 3.7 6| 0.859 2| 37.40 2642.92 2849.80| 7 7.8 9| 3 3.7 4| 0.797 3| 38.20 2112.83 3470.60| 11 6.2 3| 5 3.4 2| 0.672 4| 37.80 1620.66 3213.80| 9 5.4 9| 4 3.1 5| 0.578 5| 39.40 1397.26 3063.00| 7 5.1 5| 4 3.0 3| 0.547 6| 39.40 1427.44 3055.60| 7 4.7 3| 4 2.9 2| 0.500 7| 39.40 1185.56 2671.40| 7 4.1 7| 4 2.5 4| 0.422 8| 44.00 1389.20 3100.60| 5 4.3 3| 3 2.7 2| 0.453 9| 44.40 1026.07 3266.00| 7 5.0 5| 3 3.0 3| 0.547 10| 44.80 1317.52 3371.80| 9 4.4 9| 4 2.6 5| 0.469 11| 44.00 1065.57 3235.60| 5 4.2 3| 3 2.5 2| 0.422 12| 46.00 1435.67 3361.40| 5 4.5 7| 3 2.7 4| 0.438 13| 46.00 1498.94 3402.20| 5 4.6 11| 3 2.8 6| 0.500 14| 46.80 1628.33 3250.60| 9 3.3 3| 5 2.1 2| 0.359 15| 46.40 1377.29 3046.00| 7 3.4 5| 4 2.2 3| 0.344 16| 46.40 1158.41 3093.00| 7 3.0 5| 4 2.0 3| 0.234 17| 46.40 815.37 3273.80| 7 2.8 9| 4 1.9 5| 0.250 18| 48.20 840.13 3138.00| 1 3.1 5| 1 2.0 3| 0.297 19| 46.40 544.41 1482.60| 7 2.7 3| 4 1.9 2| 0.172 20| 46.40 904.46 3046.40| 7 2.9 7| 4 1.9 4| 0.203 21| 46.40 633.89 3196.00| 7 3.2 5| 4 2.1 3| 0.219 22| 48.20 742.89 2971.00| 1 3.1 5| 1 2.0 3| 0.250 23| 48.20 907.32 2015.60| 1 3.2 3| 1 2.1 2| 0.281 24| 48.20 845.58 2853.40| 1 3.0 7| 1 2.0 4| 0.297 25| 48.20 827.32 2598.80| 1 3.5 9| 1 2.2 5| 0.375 26| 48.20 812.13 2509.20| 1 3.5 11| 1 2.2 6| 0.297 27| 48.20 769.72 2419.20| 1 2.9 11| 1 2.0 6| 0.203 28| 48.20 613.35 1512.60| 1 2.7 3| 1 1.8 2| 0.203 29| 48.20 708.94 1482.20| 1 2.5 1| 1 1.8 1| 0.156 30| 48.20 618.36 1797.20| 1 2.4 1| 1 1.7 1| 0.188 31| 48.20 606.64 1617.20| 1 2.8 1| 1 1.9 1| 0.188 32| 48.20 553.77 1482.20| 1 2.9 1| 1 2.0 1| 0.203 33| 48.20 588.32 1572.20| 1 2.6 1| 1 1.8 1| 0.188 34| 48.20 455.84 1173.20| 1 2.6 1| 1 1.8 1| 0.141 35| 48.20 528.04 1407.20| 1 2.3 1| 1 1.7 1| 0.156 36| 48.20 440.64 1497.20| 1 1.9 1| 1 1.5 1| 0.094 37| 48.20 501.01 1518.20| 1 1.7 1| 1 1.4 1| 0.062 38| 48.20 411.90 873.20| 1 1.8 1| 1 1.4 1| 0.047 39| 48.20 432.57 1188.60| 1 1.8 3| 1 1.4 2| 0.047 40| 48.20 375.62 1038.20| 1 1.7 1| 1 1.4 1| 0.062 41| 48.20 397.27 903.60| 1 2.2 3| 1 1.6 2| 0.078 42| 48.20 379.91 918.20| 1 2.2 1| 1 1.6 1| 0.078 43| 48.20 410.77 754.00| 1 2.6 5| 1 1.8 3| 0.078 44| 48.20 397.89 1368.60| 1 2.5 3| 1 1.8 2| 0.078 45| 48.20 404.51 873.20| 1 2.5 1| 1 1.8 1| 0.062 46| 48.20 410.35 1218.20| 1 2.4 1| 1 1.7 1| 0.078 47| 48.20 411.30 1084.00| 1 2.5 5| 1 1.8 3| 0.094 48| 48.20 432.64 873.20| 1 2.7 1| 1 1.8 1| 0.109 49| 48.20 396.71 634.00| 1 2.2 5| 1 1.6 3| 0.078 50| 48.20 463.25 933.60| 1 2.0 3| 1 1.5 2| 0.062 ======================================================================== Generation:50 best:3 worst:20 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 3 11:RPB:1 9:RPB:3 48.20 1 1 RPB: black_edges black_edges Run time 10794.90 seconds, 211.64 seconds/generation Run number 3 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 48.60 2228.93 3558.20| 3 15.7 31| 2 3.8 5| 1.000 1| 42.60 1415.49 3215.20| 3 8.5 1| 2 3.4 1| 0.875 2| 39.40 2348.57 3530.20| 7 4.0 1| 4 2.4 1| 0.531 3| 44.00 1728.50 3537.60| 5 3.9 3| 3 2.3 2| 0.422 4| 39.40 974.25 1974.80| 7 4.0 9| 4 2.5 4| 0.438 5| 39.80 871.40 3552.60| 9 4.1 3| 5 2.5 2| 0.422 6| 39.80 723.97 2460.20| 9 3.7 1| 5 2.3 1| 0.406 7| 44.40 699.44 3042.60| 7 3.4 3| 4 2.2 2| 0.312 8| 44.00 632.78 3132.60| 5 3.7 3| 3 2.3 2| 0.328 9| 44.40 572.41 1587.20| 7 3.7 1| 4 2.3 1| 0.328 10| 48.20 664.36 2520.60| 1 3.1 3| 1 2.0 2| 0.281 11| 48.20 556.92 1707.20| 1 3.2 1| 1 2.1 1| 0.281 12| 48.20 676.93 2370.20| 1 3.2 1| 1 2.1 1| 0.312 13| 48.20 534.25 1602.20| 1 3.6 1| 1 2.2 1| 0.312 14| 48.20 616.70 1602.20| 1 3.8 1| 1 2.4 1| 0.297 15| 48.20 484.82 1444.00| 1 4.4 5| 1 2.7 3| 0.297 16| 48.20 615.61 1713.60| 1 4.3 3| 1 2.6 2| 0.359 17| 48.20 463.28 1512.60| 1 4.4 3| 1 2.6 2| 0.391 18| 48.20 595.52 1467.60| 1 4.2 3| 1 2.6 2| 0.375 19| 48.20 418.38 1572.20| 1 4.7 1| 1 2.8 1| 0.375 20| 48.20 535.46 1542.20| 1 4.8 1| 1 2.9 1| 0.406 21| 48.20 429.01 1587.60| 1 4.8 3| 1 2.9 2| 0.422 22| 48.20 447.43 1497.20| 1 4.2 1| 1 2.6 1| 0.312 23| 48.20 489.58 1362.20| 1 4.7 1| 1 2.8 1| 0.312 24| 48.20 389.31 1008.20| 1 5.5 1| 1 3.2 1| 0.406 25| 48.20 558.02 1452.20| 1 5.9 1| 1 3.4 1| 0.484 26| 48.20 500.07 814.00| 1 5.1 5| 1 3.0 3| 0.422 27| 48.20 467.02 873.20| 1 5.1 1| 1 3.0 1| 0.375 28| 48.20 505.08 1324.40| 1 4.8 7| 1 2.8 4| 0.359 29| 48.20 474.74 1203.60| 1 5.4 3| 1 3.1 2| 0.375 30| 48.20 395.10 1497.20| 1 5.3 1| 1 3.1 1| 0.391 31| 48.20 452.44 649.00| 1 5.0 5| 1 3.0 3| 0.344 32| 48.20 454.43 1542.20| 1 4.7 1| 1 2.8 1| 0.391 33| 48.20 374.30 933.20| 1 4.9 1| 1 2.9 1| 0.328 34| 48.20 473.97 859.00| 1 5.2 5| 1 3.1 3| 0.391 35| 48.20 460.72 1662.20| 1 5.1 1| 1 3.0 1| 0.375 36| 48.60 428.89 753.20| 3 5.7 1| 2 3.3 1| 0.469 37| 48.20 442.47 964.00| 1 6.2 5| 1 3.5 3| 0.453 38| 48.20 463.22 1452.20| 1 6.2 1| 1 3.5 1| 0.516 39| 48.20 492.14 1467.20| 1 6.2 1| 1 3.6 1| 0.531 40| 48.20 492.99 1264.00| 1 6.9 5| 1 3.9 3| 0.531 41| 48.20 523.96 1129.00| 1 5.9 5| 1 3.5 3| 0.422 42| 48.20 488.30 979.00| 1 5.8 5| 1 3.4 3| 0.391 43| 48.20 460.90 1143.60| 1 5.7 3| 1 3.3 2| 0.422 44| 48.20 481.05 1572.60| 1 4.9 3| 1 2.9 2| 0.375 45| 48.60 483.05 1503.20| 3 5.3 1| 2 3.2 1| 0.375 46| 48.20 508.75 1145.20| 1 6.0 11| 1 3.5 6| 0.453 47| 48.20 492.73 1098.60| 1 6.1 3| 1 3.5 2| 0.422 48| 48.20 478.23 1263.60| 1 6.7 3| 1 3.8 2| 0.484 49| 48.20 443.37 993.60| 1 7.0 3| 1 4.0 2| 0.469 50| 48.20 394.97 1311.00| 1 6.9 15| 1 4.0 8| 0.469 ======================================================================== Generation:50 best:4 worst:23 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 4 62:RPB:1 36:RPB:2 48.20 1 1 RPB: black_edges black_edges Run time 10771.03 seconds, 211.15 seconds/generation Run number 4 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 40.60 2002.75 3064.20| 3 14.9 11| 2 3.5 5| 1.000 1| 44.60 1543.03 2677.60| 3 14.1 3| 2 3.6 2| 0.906 2| 40.60 2655.03 2834.60| 3 10.3 3| 2 3.2 2| 0.781 3| 40.60 2022.19 2341.00| 3 5.4 25| 2 2.5 5| 0.531 4| 35.00 1632.00 2593.00| 5 3.5 5| 3 2.2 3| 0.484 5| 35.00 1336.28 3140.20| 5 3.4 1| 3 2.2 1| 0.469 6| 35.00 952.17 1881.60| 5 3.9 3| 3 2.4 2| 0.359 7| 42.60 1167.31 2623.00| 3 3.2 5| 2 2.1 3| 0.406 8| 42.60 883.52 1587.20| 3 3.4 1| 2 2.2 1| 0.547 9| 35.40 1117.47 3350.20| 7 3.8 1| 4 2.4 1| 0.531 10| 35.40 1034.84 2850.20| 7 4.2 1| 4 2.6 1| 0.594 11| 44.60 986.10 2018.40| 3 3.8 7| 2 2.3 4| 0.469 12| 35.00 889.23 2691.60| 5 3.8 3| 3 2.3 2| 0.438 13| 42.60 810.54 2643.00| 3 4.6 5| 2 2.7 3| 0.516 14| 42.60 559.03 1810.20| 3 4.8 1| 2 2.8 1| 0.578 15| 35.40 717.10 3095.20| 7 4.7 1| 4 2.8 1| 0.562 16| 42.60 507.92 2808.40| 3 5.0 7| 2 3.0 4| 0.562 17| 42.60 540.77 1512.20| 3 5.5 1| 2 3.1 1| 0.547 18| 42.60 675.19 3530.20| 3 5.9 1| 2 3.2 1| 0.594 19| 42.60 548.42 1782.60| 3 6.1 3| 2 3.3 2| 0.672 20| 43.00 614.38 1369.00| 5 5.4 5| 3 3.0 3| 0.578 21| 42.60 543.93 1722.60| 3 5.0 3| 2 2.8 2| 0.531 22| 42.60 707.78 3355.60| 3 4.0 3| 2 2.4 2| 0.531 23| 42.60 530.75 1527.20| 3 3.8 1| 2 2.3 1| 0.438 24| 48.20 790.31 1782.60| 1 3.8 3| 1 2.4 2| 0.453 25| 48.20 601.49 3395.20| 1 4.0 1| 1 2.5 1| 0.422 26| 48.20 824.94 3485.20| 1 4.5 1| 1 2.7 1| 0.609 27| 48.20 656.91 3155.60| 1 4.5 3| 1 2.7 2| 0.531 28| 48.20 789.27 3335.20| 1 3.7 1| 1 2.3 1| 0.391 29| 48.20 537.45 1557.20| 1 3.3 1| 1 2.2 1| 0.375 30| 48.20 574.38 3245.20| 1 3.5 1| 1 2.2 1| 0.422 31| 48.20 472.82 1557.20| 1 3.6 1| 1 2.3 1| 0.391 32| 48.20 544.71 3065.20| 1 3.6 1| 1 2.2 1| 0.359 33| 48.20 515.01 1812.60| 1 2.7 3| 1 1.8 2| 0.234 34| 48.20 765.91 3485.20| 1 2.4 1| 1 1.7 1| 0.234 35| 48.20 537.98 3215.20| 1 2.3 1| 1 1.7 1| 0.203 36| 48.20 702.21 873.60| 1 2.3 3| 1 1.7 2| 0.188 37| 48.20 592.42 903.60| 1 2.0 3| 1 1.5 2| 0.172 38| 48.20 437.17 859.00| 1 2.0 5| 1 1.5 3| 0.125 39| 48.20 521.27 1323.60| 1 2.1 3| 1 1.5 2| 0.109 40| 48.20 419.10 994.40| 1 2.2 7| 1 1.6 3| 0.141 41| 48.20 460.88 1347.20| 1 1.7 1| 1 1.3 1| 0.109 42| 48.20 445.09 1293.60| 1 1.8 3| 1 1.4 2| 0.094 43| 48.20 435.98 798.60| 1 1.8 3| 1 1.4 2| 0.125 44| 48.20 455.33 978.20| 1 1.8 1| 1 1.4 1| 0.094 45| 48.20 415.49 1443.20| 1 1.9 1| 1 1.4 1| 0.094 46| 48.20 478.03 1482.20| 1 2.1 1| 1 1.6 1| 0.109 47| 48.20 465.39 1632.20| 1 2.2 1| 1 1.6 1| 0.141 48| 48.20 616.07 1848.60| 1 2.3 3| 1 1.6 2| 0.141 49| 48.20 528.42 1339.00| 1 3.0 5| 1 2.0 3| 0.234 50| 48.20 633.00 1758.20| 1 3.1 1| 1 2.0 1| 0.234 ======================================================================== Generation:50 best:5 worst:23 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 5 7:RPB:1 0:RPB:1 48.20 1 1 RPB: black_edges black_edges Run time 13585.90 seconds, 267.46 seconds/generation Run number 5 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 48.60 2239.08 3297.60| 3 15.1 3| 2 3.6 2| 1.000 1| 38.40 1695.81 3455.60| 7 10.2 3| 4 3.5 2| 0.844 2| 38.40 2442.07 3335.20| 7 6.1 1| 4 2.7 1| 0.516 3| 38.00 1995.25 2945.20| 5 5.1 1| 3 2.6 1| 0.453 4| 38.00 1235.56 2034.80| 5 5.0 9| 3 2.7 4| 0.328 5| 38.00 862.94 1506.60| 5 3.1 3| 3 2.0 2| 0.156 6| 38.00 675.13 1551.60| 5 3.1 3| 3 2.0 2| 0.203 7| 38.40 488.50 1071.60| 7 3.0 3| 4 2.0 2| 0.234 8| 38.00 519.50 1431.60| 5 2.9 3| 3 2.0 2| 0.172 9| 48.20 436.06 1098.20| 1 2.8 1| 1 1.9 1| 0.141 10| 48.20 465.73 828.60| 1 3.0 3| 1 2.0 2| 0.109 11| 48.20 455.24 993.60| 1 2.8 3| 1 1.9 2| 0.109 12| 48.20 451.51 1368.60| 1 2.7 3| 1 1.9 2| 0.125 13| 48.20 475.17 1413.60| 1 2.8 3| 1 1.9 2| 0.109 14| 48.20 453.50 1122.20| 1 2.8 1| 1 1.9 1| 0.188 15| 48.20 471.16 1077.20| 1 3.1 1| 1 2.0 1| 0.188 16| 48.20 489.22 1203.60| 1 3.2 3| 1 2.0 2| 0.125 17| 42.60 449.47 1159.00| 3 2.7 5| 2 1.8 3| 0.188 18| 48.20 425.05 963.60| 1 1.9 3| 1 1.5 2| 0.109 19| 42.60 507.29 1533.20| 3 1.6 1| 2 1.3 1| 0.094 20| 42.60 335.70 1458.20| 3 2.0 1| 2 1.5 1| 0.094 21| 42.60 565.25 1308.20| 3 2.1 1| 2 1.5 1| 0.172 22| 42.60 438.03 1182.20| 3 1.9 1| 2 1.4 1| 0.141 23| 42.60 501.29 873.20| 3 1.9 1| 2 1.5 1| 0.141 24| 42.60 470.03 1563.20| 3 1.7 1| 2 1.3 1| 0.094 25| 42.60 497.70 1542.60| 3 1.7 3| 2 1.4 2| 0.125 26| 48.20 536.98 1803.20| 1 1.8 1| 1 1.4 1| 0.125 27| 48.20 497.46 1212.20| 1 1.7 1| 1 1.3 1| 0.094 28| 48.20 545.07 1174.00| 1 1.8 5| 1 1.4 3| 0.062 29| 48.20 429.37 768.20| 1 1.6 1| 1 1.3 1| 0.047 30| 48.20 491.36 1083.20| 1 1.6 1| 1 1.3 1| 0.062 31| 48.20 430.18 1263.20| 1 1.7 1| 1 1.4 1| 0.062 32| 48.20 529.95 1233.60| 1 1.4 3| 1 1.2 2| 0.078 33| 48.20 402.69 918.20| 1 1.2 1| 1 1.1 1| 0.062 34| 48.20 457.96 1233.20| 1 1.4 1| 1 1.2 1| 0.062 35| 48.20 478.98 1113.20| 1 1.1 1| 1 1.1 1| 0.047 36| 48.20 461.19 1263.20| 1 1.1 1| 1 1.1 1| 0.031 37| 48.20 525.12 948.20| 1 1.1 1| 1 1.1 1| 0.031 38| 48.20 479.40 1458.20| 1 1.0 1| 1 1.0 1| 0.031 39| 48.20 480.34 963.20| 1 1.1 1| 1 1.0 1| 0.031 40| 48.20 442.37 768.20| 1 1.1 1| 1 1.1 1| 0.031 41| 48.20 478.70 993.20| 1 1.1 1| 1 1.1 1| 0.031 42| 48.20 490.19 903.20| 1 1.1 1| 1 1.0 1| 0.031 43| 48.20 448.00 783.20| 1 1.1 1| 1 1.0 1| 0.031 44| 48.20 465.09 1143.20| 1 1.0 1| 1 1.0 1| 0.031 45| 48.20 433.46 1113.20| 1 1.1 1| 1 1.0 1| 0.031 46| 48.20 402.27 963.20| 1 1.0 1| 1 1.0 1| 0.031 47| 48.20 437.43 948.20| 1 1.0 1| 1 1.0 1| 0.031 48| 48.20 439.07 1113.20| 1 1.0 1| 1 1.0 1| 0.031 49| 48.20 387.28 723.20| 1 1.1 1| 1 1.0 1| 0.031 50| 48.20 505.66 1518.60| 1 1.2 3| 1 1.1 2| 0.031 ======================================================================== Generation:50 best:1 worst:9 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 1 48:RPB:1 52:RPB:1 48.20 1 1 RPB: black_edges black_edges Run time 13948.83 seconds, 272.53 seconds/generation Run number 6 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 49.40 2179.20 3331.40| 7 14.8 7| 3 3.5 3| 1.000 1| 39.00 1315.21 3290.20| 5 11.5 1| 3 3.4 1| 0.844 2| 39.00 2278.74 2706.00| 5 7.7 15| 3 3.0 5| 0.531 3| 39.00 1495.06 1557.60| 5 5.2 3| 3 2.8 2| 0.484 4| 39.00 931.49 3110.20| 5 5.0 1| 3 2.8 1| 0.531 5| 39.00 651.19 1497.60| 5 5.2 3| 3 2.9 2| 0.578 6| 39.00 593.07 1512.60| 5 5.4 3| 3 3.0 2| 0.516 7| 39.00 586.79 1648.00| 5 6.1 5| 3 3.3 3| 0.656 8| 38.60 591.34 2794.60| 3 6.1 3| 2 3.3 2| 0.688 9| 39.00 582.27 2238.40| 5 6.5 7| 3 3.5 4| 0.656 10| 38.60 564.81 1149.00| 3 7.9 5| 2 4.1 3| 0.750 11| 38.60 539.18 1002.40| 3 8.0 7| 2 4.2 4| 0.734 12| 38.60 534.34 1239.00| 3 8.5 5| 2 4.4 3| 0.734 13| 38.60 503.81 1029.60| 3 8.5 3| 2 4.5 2| 0.672 14| 38.60 510.82 834.60| 3 7.3 3| 2 4.0 2| 0.641 15| 38.60 509.85 849.40| 3 8.2 7| 2 4.5 4| 0.625 16| 38.60 435.68 1078.80| 3 9.8 29| 2 5.1 14| 0.734 17| 38.60 473.55 1119.80| 3 7.1 9| 2 3.8 5| 0.594 18| 38.60 466.22 1014.80| 3 7.0 9| 2 3.7 5| 0.594 19| 38.60 443.78 903.20| 3 7.8 1| 2 4.0 1| 0.609 20| 38.60 476.00 873.20| 3 7.2 1| 2 3.8 1| 0.547 21| 38.60 433.22 789.40| 3 7.1 7| 2 3.8 4| 0.547 22| 38.60 496.58 1193.60| 3 7.4 3| 2 4.0 2| 0.578 23| 38.60 400.88 1053.60| 3 8.5 3| 2 4.5 2| 0.656 24| 38.60 531.30 1614.80| 3 8.3 9| 2 4.4 5| 0.641 25| 38.60 412.25 894.00| 3 9.2 5| 2 4.8 3| 0.703 26| 38.60 506.77 878.60| 3 8.9 3| 2 4.6 2| 0.672 27| 38.60 528.09 1344.00| 3 9.2 5| 2 4.7 3| 0.641 28| 38.60 495.58 1734.40| 3 7.7 7| 2 4.1 4| 0.562 29| 38.60 603.10 984.00| 3 7.5 5| 2 4.0 3| 0.562 30| 38.60 478.61 1360.60| 3 7.3 13| 2 4.0 5| 0.516 31| 38.60 548.56 1164.40| 3 7.6 7| 2 4.3 4| 0.641 32| 38.60 488.93 1029.20| 3 6.9 1| 2 3.9 1| 0.562 33| 38.60 458.16 865.20| 3 6.3 11| 2 3.7 6| 0.484 34| 38.60 560.06 1368.20| 3 6.2 1| 2 3.6 1| 0.453 35| 38.60 462.55 1044.80| 3 6.8 9| 2 3.9 5| 0.547 36| 38.60 524.92 1344.40| 3 6.6 7| 2 3.8 4| 0.547 37| 38.60 553.51 1449.00| 3 5.9 5| 2 3.4 3| 0.500 38| 38.60 476.18 1135.20| 3 6.0 11| 2 3.4 5| 0.469 39| 38.60 548.54 1128.60| 3 5.3 3| 2 3.1 2| 0.344 40| 38.60 547.89 1118.60| 3 5.2 3| 2 3.1 2| 0.391 41| 38.60 563.49 1743.20| 3 5.4 1| 2 3.2 1| 0.391 42| 38.60 618.37 1719.80| 3 5.3 9| 2 3.2 5| 0.469 43| 38.60 567.28 1163.60| 3 5.3 3| 2 3.2 2| 0.453 44| 38.60 576.39 1569.20| 3 5.5 1| 2 3.2 1| 0.500 45| 38.60 519.01 1239.00| 3 5.7 5| 2 3.3 3| 0.516 46| 38.60 486.44 1119.40| 3 5.8 7| 2 3.3 4| 0.547 47| 38.60 480.87 998.60| 3 5.6 3| 2 3.1 2| 0.469 48| 38.60 507.68 1135.20| 3 5.8 11| 2 3.3 6| 0.547 49| 38.60 480.82 1359.60| 3 6.2 3| 2 3.4 2| 0.609 50| 38.60 540.14 1313.60| 3 5.7 3| 2 3.2 2| 0.672 ======================================================================== Generation:50 best:19 worst:53 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 19 36:RPB:1 62:RPB:5 38.60 3 2 RPB: ( + black_near_corners black_edges ) + | \ black_near_corners black_edges Run time 10962.14 seconds, 214.11 seconds/generation Run number 7 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 48.60 2263.08 3110.60| 3 14.8 3| 2 3.6 2| 1.000 1| 42.60 1443.59 3260.60| 3 10.4 3| 2 3.2 2| 0.812 2| 42.60 2455.55 2620.00| 3 7.8 5| 2 2.5 3| 0.547 3| 42.60 1460.37 1834.20| 3 3.4 1| 2 1.9 1| 0.266 4| 42.60 1006.57 1422.20| 3 2.9 1| 2 2.0 1| 0.219 5| 42.60 537.05 1218.20| 3 3.2 1| 2 2.1 1| 0.203 6| 42.60 502.40 1677.60| 3 3.9 3| 2 2.4 2| 0.328 7| 42.60 538.35 1482.60| 3 3.7 3| 2 2.3 2| 0.344 8| 42.60 458.29 1257.20| 3 3.8 1| 2 2.4 1| 0.281 9| 42.60 526.96 1692.20| 3 4.2 1| 2 2.6 1| 0.375 10| 42.60 464.32 1002.20| 3 4.5 1| 2 2.7 1| 0.406 11| 42.60 448.24 959.20| 3 4.8 11| 2 2.9 6| 0.422 12| 42.60 509.36 1837.40| 3 5.0 7| 2 3.0 4| 0.469 13| 42.60 503.17 1437.20| 3 4.8 1| 2 2.9 1| 0.453 14| 42.60 538.64 1785.60| 3 4.6 3| 2 2.8 2| 0.359 15| 42.60 570.66 1452.20| 3 4.3 1| 2 2.6 1| 0.391 16| 42.60 527.97 1257.60| 3 4.4 3| 2 2.7 2| 0.344 17| 42.60 546.61 1243.80| 3 4.6 9| 2 2.8 5| 0.344 18| 42.60 459.66 793.00| 3 4.6 5| 2 2.8 3| 0.297 19| 42.60 505.88 1302.60| 3 4.6 3| 2 2.8 2| 0.359 20| 42.60 418.00 927.60| 3 4.7 3| 2 2.8 2| 0.344 21| 42.60 429.05 1183.40| 3 5.3 7| 2 3.2 4| 0.469 22| 42.60 428.22 1069.00| 3 4.8 5| 2 2.9 3| 0.375 23| 42.60 402.54 1242.20| 3 4.4 1| 2 2.7 1| 0.359 24| 42.60 466.32 1377.60| 3 4.6 3| 2 2.8 2| 0.391 25| 42.60 482.39 1362.20| 3 4.2 1| 2 2.6 1| 0.328 26| 42.60 525.69 1182.20| 3 4.4 1| 2 2.7 1| 0.391 27| 42.60 515.21 1422.20| 3 4.5 1| 2 2.8 1| 0.391 28| 42.60 427.09 933.20| 3 4.3 1| 2 2.6 1| 0.344 29| 42.60 499.00 1113.60| 3 4.0 3| 2 2.5 2| 0.312 30| 42.60 416.44 1098.60| 3 4.4 3| 2 2.7 2| 0.406 31| 42.60 480.70 1287.20| 3 4.6 1| 2 2.8 1| 0.391 32| 42.60 510.93 1182.20| 3 4.7 1| 2 2.8 1| 0.422 33| 42.60 491.99 1557.20| 3 4.2 1| 2 2.6 1| 0.375 34| 42.60 552.10 1590.60| 3 4.2 3| 2 2.6 2| 0.453 35| 42.60 472.39 1347.20| 3 4.1 1| 2 2.5 1| 0.359 36| 42.60 609.88 1362.20| 3 3.7 1| 2 2.3 1| 0.344 37| 42.60 472.59 1512.20| 3 3.8 1| 2 2.4 1| 0.328 38| 42.60 592.33 1257.20| 3 4.4 1| 2 2.7 1| 0.391 39| 42.60 545.59 1408.00| 3 3.9 5| 2 2.4 3| 0.312 40| 42.60 573.54 1332.20| 3 4.2 1| 2 2.6 1| 0.359 41| 42.60 547.98 1437.60| 3 5.0 3| 2 3.0 2| 0.469 42| 42.60 534.69 1437.20| 3 4.4 1| 2 2.7 1| 0.406 43| 42.60 561.77 1722.60| 3 4.5 3| 2 2.6 2| 0.422 44| 42.60 476.55 873.60| 3 4.8 3| 2 2.8 2| 0.375 45| 42.60 579.41 1467.20| 3 4.6 1| 2 2.7 1| 0.359 46| 42.60 463.30 1212.60| 3 4.5 3| 2 2.7 2| 0.359 47| 42.60 479.95 873.20| 3 4.5 1| 2 2.7 1| 0.406 48| 42.60 459.39 1092.20| 3 4.9 1| 2 2.9 1| 0.391 49| 42.60 438.52 1272.20| 3 4.2 1| 2 2.6 1| 0.359 50| 42.60 476.74 1302.20| 3 4.3 1| 2 2.6 1| 0.375 ======================================================================== Generation:50 best:22 worst:25 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 22 13:RPB:1 44:RPB:1 42.60 3 2 RPB: ( * black_edges black_corners ) * / \ black_edges black_corners Run time 10907.95 seconds, 213.88 seconds/generation Run number 8 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 56.60 2197.48 3545.60| 3 15.2 3| 2 3.7 2| 1.000 1| 56.60 1728.63 3305.60| 3 9.1 3| 2 3.1 2| 0.891 2| 41.00 2607.36 3320.60| 5 5.1 3| 3 2.5 2| 0.500 3| 41.00 2120.93 3485.60| 5 4.9 3| 3 2.6 2| 0.297 4| 40.20 1542.32 2587.80| 11 5.7 9| 5 3.0 5| 0.359 5| 41.00 1094.84 2229.40| 5 5.5 7| 3 3.2 4| 0.266 6| 41.00 1136.27 2020.60| 5 5.1 13| 3 3.0 7| 0.219 7| 41.00 1100.92 2129.20| 5 4.8 11| 3 2.9 6| 0.219 8| 41.00 1218.36 2304.40| 5 4.9 7| 3 2.9 4| 0.203 9| 41.00 1138.99 2034.40| 5 4.8 7| 3 2.9 4| 0.172 10| 41.00 1283.81 2214.40| 5 5.1 7| 3 3.0 4| 0.141 11| 41.00 1185.18 2259.40| 5 5.1 7| 3 3.0 4| 0.188 12| 41.00 1161.44 2259.40| 5 4.7 7| 3 2.8 4| 0.203 13| 41.00 1241.13 2155.60| 5 5.7 13| 3 3.2 6| 0.188 14| 41.00 1232.23 2185.60| 5 5.6 13| 3 3.1 6| 0.219 15| 41.00 1132.97 2049.40| 5 5.6 7| 3 3.1 4| 0.281 16| 41.00 1189.94 2290.60| 5 5.9 13| 3 3.1 5| 0.250 17| 41.00 1129.37 1944.40| 5 5.7 7| 3 3.0 4| 0.219 18| 41.00 1180.60 2229.40| 5 6.0 7| 3 3.2 4| 0.297 19| 41.00 987.78 1753.80| 5 6.1 9| 3 3.3 4| 0.344 20| 41.00 1204.91 2019.40| 5 6.4 7| 3 3.4 4| 0.250 21| 41.00 1084.64 2094.40| 5 7.6 7| 3 3.9 4| 0.391 22| 41.00 1045.60 1721.00| 5 7.2 15| 3 3.7 7| 0.422 23| 41.00 1172.26 2200.60| 5 7.8 13| 3 3.8 5| 0.375 24| 41.00 924.35 2185.60| 5 6.4 13| 3 3.3 6| 0.328 25| 41.00 1114.41 2109.40| 5 7.6 7| 3 3.7 4| 0.297 26| 41.00 1022.58 2365.60| 5 8.3 13| 3 3.9 6| 0.453 27| 41.00 1140.94 2155.60| 5 8.8 13| 3 4.1 6| 0.500 28| 41.00 992.90 2352.20| 5 9.5 21| 3 4.3 7| 0.547 29| 41.00 971.78 1869.40| 5 9.2 7| 3 4.1 4| 0.516 30| 41.00 901.94 2020.60| 5 10.1 13| 3 4.2 5| 0.531 31| 41.00 946.45 2323.00| 5 11.4 25| 3 4.6 7| 0.516 32| 41.00 1024.08 2455.60| 5 10.9 13| 3 4.6 7| 0.609 33| 41.00 1144.56 2215.60| 5 9.6 13| 3 4.3 5| 0.484 34| 41.00 985.25 2139.40| 5 9.7 7| 3 4.1 4| 0.422 35| 41.00 1155.50 2185.60| 5 12.3 13| 3 4.7 5| 0.484 36| 41.00 994.01 2366.80| 5 9.9 19| 3 4.0 6| 0.391 37| 41.00 1227.72 2274.40| 5 10.7 7| 3 4.2 4| 0.453 38| 41.00 1072.38 2530.60| 5 11.3 13| 3 4.4 5| 0.484 39| 41.00 1240.62 2383.00| 5 11.8 25| 3 4.7 7| 0.578 40| 41.00 1094.33 2199.40| 5 11.3 7| 3 4.5 4| 0.562 41| 41.00 1095.76 2019.40| 5 11.5 7| 3 4.6 4| 0.547 42| 41.00 1160.48 2381.80| 5 11.6 19| 3 4.6 6| 0.578 43| 41.00 967.81 1929.40| 5 9.7 7| 3 4.0 4| 0.438 44| 41.00 1149.88 2251.60| 5 12.5 43| 3 4.5 9| 0.500 45| 41.00 944.61 2458.00| 5 10.3 25| 3 4.1 7| 0.406 46| 41.00 1164.89 2263.80| 5 11.0 9| 3 4.3 5| 0.469 47| 41.00 1162.98 2336.80| 5 14.3 19| 3 4.7 6| 0.469 48| 41.00 1120.64 2410.60| 5 12.5 13| 3 4.4 5| 0.531 49| 41.00 1279.16 2274.40| 5 12.0 7| 3 4.4 4| 0.531 50| 41.00 1063.88 2470.60| 5 10.1 13| 3 4.0 6| 0.406 ======================================================================== Generation:50 best:7 worst:49 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 7 41 41.00 5 3 RPB: ( + black ( + black black_clusters )) + | \ black + / | black black_clusters Run time 11217.29 seconds, 219.93 seconds/generation Run number 9 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 57.00 2651.58 3191.00| 5 15.0 5| 3 3.7 3| 1.000 1| 39.80 1912.32 3209.00| 9 12.7 15| 4 3.5 4| 0.922 2| 39.40 2446.32 3425.20| 7 12.3 1| 3 3.8 1| 0.781 3| 39.00 2093.58 2495.80| 5 12.8 9| 3 4.1 4| 0.938 4| 39.00 1416.47 2768.00| 5 11.9 15| 3 3.9 6| 0.781 5| 39.00 1423.10 3292.60| 5 13.2 3| 3 4.1 2| 0.766 6| 33.40 1128.27 2013.40| 37 16.4 47| 7 4.8 8| 0.891 7| 39.40 1209.31 3247.60| 7 16.7 33| 4 5.2 6| 0.906 8| 39.80 1160.17 2847.80| 9 16.2 9| 4 5.4 4| 0.906 9| 34.60 1232.53 3219.20| 43 19.0 21| 10 5.8 6| 0.859 10| 39.00 1230.40 2762.80| 5 21.7 19| 3 6.1 5| 0.922 11| 39.00 1093.50 3296.20| 5 17.9 31| 3 5.6 9| 0.906 12| 39.00 1198.85 3234.80| 5 14.8 9| 3 5.2 4| 0.875 13| 39.00 930.51 2328.80| 5 17.3 9| 3 5.9 4| 0.859 14| 39.00 929.77 1886.00| 5 16.0 5| 3 5.3 3| 0.797 15| 39.00 948.24 3464.60| 5 15.2 13| 3 5.2 4| 0.828 16| 39.00 734.64 1542.60| 5 14.0 13| 3 5.2 7| 0.766 17| 39.00 842.76 1536.00| 5 14.2 25| 3 5.4 9| 0.734 18| 38.60 642.49 3535.00| 3 10.8 5| 2 4.5 3| 0.734 19| 39.00 673.06 1392.00| 5 11.7 5| 3 4.8 3| 0.781 20| 39.00 572.97 1663.00| 5 10.7 5| 3 4.4 3| 0.766 21| 39.00 613.09 3328.00| 5 10.8 5| 3 4.5 3| 0.781 22| 39.00 612.53 1531.80| 5 12.2 19| 3 4.8 6| 0.812 23| 39.00 673.73 2081.40| 5 10.8 7| 3 4.5 4| 0.828 24| 39.00 588.82 928.00| 5 9.8 25| 3 4.3 8| 0.750 25| 39.00 652.58 1435.20| 5 11.9 11| 3 4.9 4| 0.797 26| 39.00 664.71 3220.00| 5 14.1 5| 3 5.3 3| 0.891 27| 39.00 582.24 3094.40| 5 14.3 7| 3 5.4 4| 0.812 28| 39.00 627.71 1251.00| 5 15.0 15| 3 5.8 8| 0.859 29| 39.40 639.80 1434.60| 7 14.9 3| 4 5.8 2| 0.781 30| 39.40 451.78 1659.40| 7 15.4 7| 4 5.7 4| 0.844 31| 40.20 681.45 2088.80| 11 16.4 9| 4 6.0 5| 0.828 32| 39.00 535.55 1901.60| 5 18.0 33| 3 6.2 10| 0.906 33| 39.00 623.50 2553.00| 5 18.4 5| 3 6.7 3| 0.922 34| 39.00 578.01 1009.40| 5 18.3 7| 3 7.2 4| 0.922 35| 40.20 517.18 1377.20| 11 18.2 11| 6 7.2 6| 0.938 36| 39.00 511.94 1227.60| 5 18.2 23| 3 7.0 11| 0.812 37| 39.00 499.97 1225.80| 5 22.3 29| 3 7.9 13| 0.859 38| 40.60 587.29 1267.20| 13 16.5 11| 7 6.3 6| 0.750 39| 39.00 520.58 1309.40| 5 14.9 7| 3 5.9 4| 0.844 40| 39.00 632.99 1753.40| 5 12.5 7| 3 5.5 4| 0.750 41| 38.60 510.44 1513.00| 3 10.7 5| 2 5.2 3| 0.672 42| 38.60 528.87 1751.40| 3 10.8 7| 2 5.0 4| 0.609 43| 38.60 566.02 1766.40| 3 9.7 7| 2 4.6 4| 0.656 44| 39.00 492.48 1768.40| 5 11.8 17| 3 5.4 8| 0.797 45| 39.80 637.30 1177.20| 9 10.4 11| 4 5.2 6| 0.656 46| 38.60 593.80 1433.00| 3 10.1 15| 2 5.1 8| 0.625 47| 48.60 617.80 1092.20| 3 9.6 1| 2 4.9 1| 0.578 48| 38.60 542.11 878.00| 3 12.0 15| 2 5.5 6| 0.797 49| 39.00 566.55 1399.00| 5 11.1 5| 3 5.3 3| 0.750 50| 39.00 432.09 905.20| 5 10.7 11| 3 5.4 5| 0.688 ======================================================================== Generation:50 best:53 worst:61 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 53 21:RPB:4 27:RPB:5 39.00 5 3 RPB: ( + ( + black_near_corners black_corners ) black_edges ) + / | + black_edges | \ black_near_corners black_corners Run time 11091.44 seconds, 217.32 seconds/generation Run number 10 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 49.00 2188.52 3430.60| 5 15.4 3| 3 3.6 2| 1.000 1| 48.20 1683.95 3130.80| 1 9.4 29| 1 3.3 6| 0.953 2| 44.60 2634.86 2421.60| 13 8.3 3| 4 3.2 2| 0.734 3| 36.40 2091.86 2119.60| 17 5.9 3| 5 2.9 2| 0.656 4| 39.80 1547.96 2131.80| 9 7.6 9| 4 3.4 4| 0.656 5| 41.80 1290.96 1966.00| 9 5.5 5| 5 3.0 3| 0.516 6| 46.80 1131.66 1900.60| 9 5.9 3| 4 3.3 2| 0.562 7| 46.80 1060.47 2024.80| 9 5.4 9| 4 3.1 5| 0.531 8| 48.20 1100.22 2415.20| 1 5.9 11| 1 3.4 6| 0.594 9| 41.80 1008.10 2224.20| 9 5.8 11| 5 3.4 6| 0.578 10| 41.80 1305.28 2077.00| 9 6.1 5| 5 3.5 3| 0.641 11| 41.80 1050.23 1895.60| 9 6.7 3| 5 3.8 2| 0.703 12| 48.20 1140.49 1867.80| 1 7.0 9| 1 4.0 5| 0.797 13| 48.60 1031.08 1913.60| 3 7.4 13| 2 4.2 7| 0.828 14| 48.60 805.73 1895.60| 3 8.0 3| 2 4.5 2| 0.797 15| 48.20 954.54 1793.20| 1 6.8 11| 1 3.9 6| 0.641 16| 48.20 700.85 1897.40| 1 6.6 7| 1 3.8 4| 0.672 17| 48.20 725.63 2093.20| 1 6.5 11| 1 3.7 6| 0.688 18| 48.20 645.08 1486.00| 1 5.7 5| 1 3.3 3| 0.562 19| 48.20 651.04 1966.00| 1 5.8 5| 1 3.4 3| 0.578 20| 48.20 506.84 1436.00| 1 5.7 5| 1 3.3 3| 0.531 21| 48.20 673.87 1940.20| 1 6.1 11| 1 3.5 5| 0.562 22| 48.20 544.35 1512.20| 1 5.4 11| 1 3.2 6| 0.594 23| 48.20 556.81 874.80| 1 5.2 9| 1 3.1 5| 0.500 24| 48.60 557.82 1392.60| 3 6.1 3| 2 3.5 2| 0.656 25| 48.20 419.59 1557.60| 1 6.5 3| 1 3.8 2| 0.609 26| 48.20 463.59 2251.40| 1 6.8 7| 1 3.9 4| 0.641 27| 48.20 454.95 1527.20| 1 6.8 1| 1 3.9 1| 0.703 28| 48.20 446.65 1654.80| 1 6.5 9| 1 3.7 5| 0.641 29| 48.60 589.67 1759.40| 3 6.8 7| 2 3.9 3| 0.625 30| 48.20 466.98 1452.20| 1 6.0 1| 1 3.5 1| 0.625 31| 48.20 656.26 2010.60| 1 5.6 3| 1 3.3 2| 0.688 32| 48.20 528.38 1410.60| 1 6.2 3| 1 3.5 2| 0.656 33| 48.20 614.71 1650.60| 1 5.7 3| 1 3.3 2| 0.641 34| 48.20 525.32 1579.40| 1 5.4 7| 1 3.2 4| 0.469 35| 48.20 480.28 1248.60| 1 5.7 3| 1 3.4 2| 0.531 36| 48.20 455.88 1872.20| 1 6.6 1| 1 3.8 1| 0.641 37| 48.20 428.31 829.00| 1 5.8 5| 1 3.4 3| 0.547 38| 48.20 415.76 1413.20| 1 6.0 1| 1 3.5 1| 0.516 39| 48.20 485.47 1648.00| 1 6.0 5| 1 3.5 3| 0.562 40| 48.20 404.00 1084.00| 1 5.9 5| 1 3.4 3| 0.594 41| 48.20 441.79 1023.60| 1 5.4 3| 1 3.2 2| 0.500 42| 48.20 517.16 1834.00| 1 5.5 5| 1 3.2 3| 0.547 43| 48.20 476.05 1511.00| 1 5.7 5| 1 3.3 3| 0.516 44| 48.20 518.57 1452.20| 1 5.2 1| 1 3.1 1| 0.500 45| 48.20 564.59 1669.40| 1 4.9 7| 1 3.0 4| 0.531 46| 48.20 499.19 1497.20| 1 5.1 1| 1 3.0 1| 0.547 47| 48.20 525.60 963.20| 1 5.3 1| 1 3.2 1| 0.562 48| 48.20 611.97 2092.40| 1 5.4 7| 1 3.2 4| 0.594 49| 48.20 520.98 1527.20| 1 5.8 1| 1 3.4 1| 0.609 50| 48.20 628.01 1557.20| 1 4.8 1| 1 2.9 1| 0.531 ======================================================================== Generation:50 best:13 worst:14 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 13 63:RPB:1 29:RPB:1 48.20 1 1 RPB: black_edges black_edges Run time 10774.76 seconds, 211.21 seconds/generation Run number 11 (good runs 0) Too complex 0 Duplicate 1 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 56.60 2218.86 3603.60| 3 15.3 63| 2 3.6 6| 1.000 1| 40.60 1421.16 2909.80| 3 8.7 59| 2 3.0 8| 0.797 2| 48.20 2692.54 3125.40| 1 7.4 7| 1 2.9 3| 0.750 3| 48.20 2021.08 2950.00| 1 4.3 5| 1 2.4 3| 0.438 4| 48.20 1586.84 1925.60| 1 2.4 3| 1 1.7 2| 0.234 5| 43.60 1292.48 2460.80| 3 2.7 9| 2 1.8 5| 0.281 6| 43.60 802.54 1879.20| 3 2.2 1| 2 1.6 1| 0.203 7| 48.20 713.57 1113.60| 1 1.7 3| 1 1.4 2| 0.125 8| 43.60 617.91 2310.20| 3 1.7 1| 2 1.3 1| 0.141 9| 43.60 641.73 2460.20| 3 1.8 1| 2 1.4 1| 0.141 10| 43.60 524.92 1128.60| 3 2.0 3| 2 1.5 2| 0.094 11| 48.20 566.52 1114.00| 1 2.1 5| 1 1.5 3| 0.141 12| 48.20 470.20 1578.20| 1 1.4 1| 1 1.2 1| 0.078 13| 48.20 453.37 1128.20| 1 1.6 1| 1 1.3 1| 0.062 14| 48.20 571.84 2990.20| 1 1.4 1| 1 1.2 1| 0.109 15| 48.20 569.84 2945.20| 1 1.5 1| 1 1.3 1| 0.078 16| 48.20 560.65 1218.20| 1 1.3 1| 1 1.2 1| 0.047 17| 48.20 624.28 3440.20| 1 1.2 1| 1 1.1 1| 0.078 18| 48.20 507.73 3140.20| 1 1.2 1| 1 1.1 1| 0.078 19| 48.20 484.98 1248.20| 1 1.2 1| 1 1.1 1| 0.031 20| 48.20 474.19 798.20| 1 1.2 1| 1 1.1 1| 0.031 21| 48.20 388.05 1068.20| 1 1.2 1| 1 1.1 1| 0.047 22| 48.20 386.40 1008.20| 1 1.2 1| 1 1.1 1| 0.047 23| 48.20 436.62 1923.20| 1 1.4 1| 1 1.2 1| 0.047 24| 48.20 386.45 1308.20| 1 1.4 1| 1 1.2 1| 0.047 25| 48.20 478.09 948.20| 1 1.2 1| 1 1.1 1| 0.031 26| 48.20 417.60 1098.60| 1 1.1 3| 1 1.1 2| 0.031 27| 48.20 428.33 768.20| 1 1.1 1| 1 1.0 1| 0.031 28| 48.20 409.11 873.20| 1 1.1 1| 1 1.1 1| 0.031 29| 48.20 430.41 1098.20| 1 1.1 1| 1 1.0 1| 0.031 30| 48.20 400.67 918.20| 1 1.1 1| 1 1.1 1| 0.031 31| 48.20 408.38 828.20| 1 1.1 1| 1 1.0 1| 0.031 32| 48.20 449.86 1473.20| 1 1.0 1| 1 1.0 1| 0.016 33| 48.20 422.90 1143.20| 1 1.0 1| 1 1.0 1| 0.016 34| 48.20 404.37 873.20| 1 1.0 1| 1 1.0 1| 0.016 35| 48.20 470.23 873.20| 1 1.0 1| 1 1.0 1| 0.016 36| 48.20 387.03 873.20| 1 1.0 1| 1 1.0 1| 0.016 37| 48.20 436.01 2028.20| 1 1.0 1| 1 1.0 1| 0.016 38| 48.20 484.99 1098.20| 1 1.0 1| 1 1.0 1| 0.016 39| 48.20 447.73 1023.20| 1 1.0 1| 1 1.0 1| 0.016 40| 48.20 491.09 1038.20| 1 1.0 1| 1 1.0 1| 0.016 41| 48.20 424.53 888.20| 1 1.0 1| 1 1.0 1| 0.016 42| 48.20 448.90 948.20| 1 1.0 1| 1 1.0 1| 0.016 43| 48.20 457.10 1473.20| 1 1.0 1| 1 1.0 1| 0.016 44| 48.20 415.85 1023.20| 1 1.0 1| 1 1.0 1| 0.016 45| 48.20 401.09 603.20| 1 1.0 1| 1 1.0 1| 0.016 46| 48.20 420.54 1083.20| 1 1.0 1| 1 1.0 1| 0.016 47| 48.20 372.73 933.20| 1 1.0 1| 1 1.0 1| 0.016 48| 48.20 484.99 873.20| 1 1.0 1| 1 1.0 1| 0.016 49| 48.20 506.32 993.20| 1 1.0 1| 1 1.0 1| 0.016 50| 48.20 480.78 1338.20| 1 1.0 1| 1 1.0 1| 0.016 ======================================================================== Generation:50 best:1 worst:46 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 1 28:RPB:1 34:RPB:1 48.20 1 1 RPB: black_edges black_edges Run time 12466.87 seconds, 245.07 seconds/generation Run number 12 (good runs 0) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 57.00 2149.68 3438.20| 5 15.0 31| 3 3.6 5| 1.000 1| 41.80 1804.07 3493.00| 49 12.8 5| 6 3.5 3| 0.938 2| 41.80 2999.74 3350.60| 49 21.4 3| 6 4.3 2| 0.891 3| 38.00 2739.15 3530.60| 35 28.6 3| 7 5.1 2| 0.953 4| 39.00 2372.26 3385.40| 45 36.1 47| 6 6.0 6| 0.969 5| 30.40 2208.15 3419.00| 37 46.7 35| 6 7.0 6| 1.000 6| 30.40 1820.04 2741.00| 37 45.8 35| 6 6.9 6| 0.984 7| 44.20 1763.47 2730.80| 21 51.8 59| 5 7.6 8| 0.969 8| 42.20 1574.96 2505.80| 31 50.9 99| 7 7.9 13| 0.953 9| 36.20 1408.41 2857.20| 61 55.6 21| 9 8.1 6| 0.969 10| 47.40 1466.69 2889.40| 37 66.7 47| 8 9.3 6| 0.984 11| 44.80 1168.03 2557.80| 69 72.5 89| 8 9.8 11| 0.969 12| 42.60 1224.01 3365.40| 73 69.7 57| 8 9.2 7| 0.969 13| 39.60 1050.87 2457.00| 53 69.3 95| 10 9.2 11| 1.000 14| 44.60 1129.31 2015.60| 53 70.3 73| 10 9.7 11| 1.000 15| 38.80 1107.26 3316.60| 49 70.3 53| 9 9.9 10| 0.984 16| 38.60 1110.13 2633.00| 53 70.6 45| 9 10.2 8| 0.953 17| 41.40 1076.23 2307.40| 47 66.2 37| 7 10.0 7| 1.000 18| 40.60 1260.22 3119.60| 93 61.8 33| 11 9.5 7| 1.000 19| 36.20 1013.89 2586.80| 41 68.5 89| 7 9.7 14| 1.000 20| 38.20 1203.09 2597.60| 81 66.4 23| 10 9.8 7| 0.969 21| 42.60 1004.98 2223.60| 33 67.5 43| 7 10.0 11| 0.984 22| 42.40 1077.61 2937.00| 27 61.4 35| 7 9.3 6| 1.000 23| 45.80 1195.57 2727.40| 49 69.3 77| 8 10.1 10| 1.000 24| 43.40 1044.27 2100.60| 47 72.1 33| 7 10.2 7| 0.938 25| 47.20 1328.44 3178.00| 61 71.4 65| 10 10.6 12| 1.000 26| 54.00 1126.19 2617.80| 45 75.9 39| 7 11.0 9| 1.000 27| 47.00 1364.76 3119.40| 95 78.4 97| 11 11.3 13| 1.000 28| 43.20 1435.39 3104.40| 61 81.9 97| 10 11.5 13| 0.984 29| 46.60 1494.28 2834.20| 83 83.0 71| 12 11.7 11| 1.000 30| 42.40 1312.68 2758.40| 57 84.7 97| 10 12.0 13| 0.984 31| 35.60 1359.76 2755.80| 93 86.5 89| 13 12.2 13| 0.953 32| 23.60 1203.94 2622.60| 93 87.5 63| 11 12.0 9| 1.000 ======================================================================== Generation:32 best:53 worst:35 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 53 39:RPB:12 10:RPB:35 23.60 93 11 RPB: ( + ( - ( / ( + ( + ( - white black_edges ) ( * black_edges black_clusters )) ( + ( - white_clusters 10 ) ( - white black_edges ))) ( * ( + ( - ( + ( / ( + black black_near_corners ) ( * ( / black black ) ( * 10 white_near_corners ))) ( * black_edges black_clusters )) ( / ( * ( * white_corners white_edges ) ( / white_edges white )) ( + ( / white_edges white ) ( * black_edges black_clusters )))) ( / black_clusters black_corners )) ( * 10 white_near_corners ))) ( / ( - white_clusters 10 ) ( - white_clusters 10 ))) ( + black_corners ( * ( * ( * 10 white_near_corners ) ( / ( + black black_near_corners ) ( + black black_near_corners ))) ( / ( / ( - white_clusters 10 ) ( - white_clusters 10 )) ( + ( / white_edges white ) ( * black_edges black_clusters )))))) + / \ - + / \ | \ / / black_corners * / \ / \ / \ + * - - * / / \ / \ | \ | \ / \ / \ + + + * white_clusters 10 white_clusters 10 * / / + / \ / \ / \ / | / | / \ / \ / \ - * - - - / 10 white_near_corners 10 white_near_corners + + - - / * / | / \ | \ / | / \ / \ / | / | | \ | \ | \ / | white black_edges black_edges black_clusters white_clusters 10 white black_edges + / black_clusters black_corners black black_near_corners black black_near_corners white_clusters 10 white_clusters 10 white_edges white black_edges black_clusters / \ / \ / * * + / \ / \ / \ / \ + * black_edges black_clusters * / / * / | / \ / \ | \ | \ / \ black black_near_corners / * white_corners white_edges white_edges white white_edges white black_edges black_clusters / \ / | black black 10 white_near_corners Run time 10398.61 seconds, 314.80 seconds/generation Run number 13 (good runs 1) Too complex 0 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 294.60 2854.95 2946.00| 3 14.8 15| 2 3.6 4| 1.000 1| 49.00 2105.15 3155.20| 5 14.4 1| 3 3.8 1| 1.000 2| 48.60 2977.03 2689.40| 3 14.0 7| 2 4.0 3| 0.875 3| 48.60 2460.78 3210.80| 3 9.3 19| 2 3.5 5| 0.734 4| 48.60 2125.45 3091.40| 3 8.6 7| 2 3.4 3| 0.734 5| 48.60 1291.64 1747.80| 3 9.2 19| 2 3.6 5| 0.609 6| 41.20 1323.81 2981.40| 21 8.4 7| 6 3.5 4| 0.688 7| 48.60 744.50 2107.80| 3 7.9 19| 2 3.3 6| 0.594 8| 48.60 885.00 2016.00| 3 7.9 15| 2 3.2 4| 0.594 9| 48.60 715.95 1585.00| 3 9.3 5| 2 3.6 3| 0.750 10| 43.00 716.57 1735.00| 5 9.3 5| 3 3.7 3| 0.688 11| 48.20 667.01 1806.20| 1 7.7 11| 1 3.3 4| 0.625 12| 47.60 597.99 1527.20| 13 7.0 1| 4 3.1 1| 0.578 13| 45.00 705.06 1651.40| 15 8.2 7| 4 3.5 3| 0.688 14| 48.60 541.21 2332.80| 3 7.2 9| 2 3.2 4| 0.516 15| 43.00 617.62 1707.20| 5 6.8 1| 3 3.1 1| 0.625 16| 43.00 583.69 1565.20| 5 6.8 11| 3 3.3 4| 0.672 17| 43.00 552.52 1530.20| 5 7.3 11| 3 3.5 4| 0.578 18| 43.00 535.69 1438.00| 5 5.9 5| 3 3.2 3| 0.562 19| 43.00 502.39 1512.20| 5 5.4 1| 3 3.0 1| 0.469 20| 43.00 574.80 1452.20| 5 5.6 1| 3 2.9 1| 0.562 21| 48.20 550.02 1782.20| 1 5.8 1| 1 3.1 1| 0.562 22| 43.80 637.72 1392.20| 9 6.5 1| 4 3.3 1| 0.562 23| 48.60 572.35 859.00| 3 7.2 5| 2 3.7 3| 0.594 24| 48.60 587.12 1272.20| 3 7.7 1| 2 3.9 1| 0.609 25| 43.00 447.19 995.20| 5 8.8 11| 3 4.3 5| 0.625 26| 43.00 581.58 1176.00| 5 8.5 15| 3 4.2 8| 0.703 27| 42.60 425.60 1026.40| 3 8.2 17| 2 4.1 6| 0.656 28| 42.60 548.03 1287.20| 3 7.2 1| 2 3.8 1| 0.688 29| 42.60 457.61 922.20| 3 7.4 21| 2 3.8 7| 0.641 30| 42.60 479.26 1213.40| 3 6.9 7| 2 3.8 4| 0.703 31| 48.60 455.56 1234.80| 3 6.6 9| 2 3.7 5| 0.656 32| 43.00 436.56 843.20| 5 6.6 1| 3 3.6 1| 0.609 33| 48.20 509.54 1242.20| 1 5.9 1| 1 3.2 1| 0.594 34| 43.00 470.00 1579.00| 5 6.5 5| 3 3.6 3| 0.719 35| 43.00 484.85 831.80| 5 6.9 19| 3 3.8 8| 0.641 36| 44.20 513.02 1152.60| 11 6.5 3| 6 3.7 2| 0.750 37| 48.20 448.25 1422.60| 1 6.2 3| 1 3.5 2| 0.672 38| 48.20 489.59 1227.20| 1 5.3 1| 1 3.1 1| 0.516 39| 48.20 485.36 1182.20| 1 6.1 1| 1 3.5 1| 0.547 40| 48.20 466.48 927.20| 1 6.1 1| 1 3.5 1| 0.594 41| 48.20 485.56 1272.20| 1 6.7 1| 1 3.8 1| 0.594 42| 48.20 455.28 1227.60| 1 7.0 3| 1 3.8 2| 0.641 43| 48.20 485.24 1235.20| 1 7.3 11| 1 4.0 6| 0.688 44| 48.20 443.01 680.60| 1 6.3 13| 1 3.6 6| 0.562 45| 48.20 424.97 1197.60| 1 6.5 3| 1 3.7 2| 0.578 46| 48.20 429.55 1189.40| 1 6.7 7| 1 3.8 4| 0.625 47| 48.20 418.69 903.60| 1 6.7 3| 1 3.8 2| 0.594 48| 48.20 509.39 1266.40| 1 7.1 17| 1 4.0 8| 0.609 49| 48.20 475.35 829.80| 1 6.9 9| 1 3.7 5| 0.562 50| 48.20 480.78 861.80| 1 6.6 19| 1 3.7 7| 0.484 ======================================================================== Generation:50 best:19 worst:57 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 19 10:RPB:1 20:RPB:7 48.20 1 1 RPB: black_edges black_edges Run time 14609.53 seconds, 286.05 seconds/generation Run number 14 (good runs 1) Too complex 0 Duplicate 1 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 46.00 2009.19 3339.60| 15 14.7 3| 4 3.6 2| 1.000 1| 40.00 1210.10 2743.60| 15 12.3 3| 4 3.5 2| 0.891 2| 48.20 2325.84 2160.60| 1 9.4 3| 1 3.2 2| 0.797 3| 48.20 1553.33 2175.60| 1 7.3 3| 1 3.0 2| 0.703 4| 38.20 1319.73 2415.20| 11 7.7 1| 4 3.1 1| 0.719 5| 48.20 964.86 1394.00| 1 5.6 5| 1 2.7 3| 0.531 6| 48.20 850.95 1377.20| 1 3.8 1| 1 2.2 1| 0.406 7| 48.20 803.79 3221.00| 1 3.0 5| 1 1.9 3| 0.266 8| 43.60 715.96 3236.00| 3 2.8 5| 2 1.9 3| 0.250 9| 43.60 714.50 2475.20| 3 3.0 1| 2 2.0 1| 0.297 10| 43.60 605.43 1600.60| 3 3.2 3| 2 2.1 2| 0.328 11| 43.60 646.45 2745.20| 3 3.2 1| 2 2.1 1| 0.359 12| 43.60 431.59 1369.00| 3 3.1 5| 2 2.0 3| 0.281 13| 44.00 701.65 2625.20| 5 3.1 1| 3 2.1 1| 0.312 14| 48.20 569.48 1212.20| 1 3.0 1| 1 2.0 1| 0.281 15| 48.20 618.40 1032.20| 1 2.7 1| 1 1.9 1| 0.266 16| 48.20 737.94 2520.20| 1 2.6 1| 1 1.8 1| 0.219 17| 48.20 470.25 1317.20| 1 1.9 1| 1 1.4 1| 0.141 18| 48.20 544.17 648.20| 1 1.8 1| 1 1.4 1| 0.109 19| 48.20 493.52 1495.60| 1 1.8 3| 1 1.4 2| 0.156 20| 48.20 383.93 1158.20| 1 1.6 1| 1 1.3 1| 0.141 21| 48.20 532.17 1272.20| 1 1.8 1| 1 1.4 1| 0.125 22| 48.20 557.80 3236.00| 1 1.8 5| 1 1.4 3| 0.172 23| 48.20 456.93 1317.20| 1 1.5 1| 1 1.2 1| 0.109 24| 48.20 555.46 1227.20| 1 1.6 1| 1 1.3 1| 0.094 25| 48.20 469.22 1248.20| 1 1.8 1| 1 1.4 1| 0.062 26| 48.20 448.29 1338.60| 1 1.8 3| 1 1.4 2| 0.094 27| 48.20 475.63 1167.20| 1 1.9 1| 1 1.5 1| 0.109 28| 48.20 470.43 1332.20| 1 2.2 1| 1 1.6 1| 0.125 29| 48.20 436.51 1197.20| 1 2.4 1| 1 1.7 1| 0.125 30| 48.20 418.33 693.20| 1 2.2 1| 1 1.6 1| 0.125 31| 48.20 458.87 1398.20| 1 2.4 1| 1 1.7 1| 0.156 32| 48.20 335.80 738.20| 1 2.7 1| 1 1.8 1| 0.156 33| 48.20 468.13 1248.20| 1 2.5 1| 1 1.7 1| 0.141 34| 48.20 449.50 1317.20| 1 2.1 1| 1 1.5 1| 0.141 35| 48.20 500.99 903.20| 1 2.1 1| 1 1.5 1| 0.125 36| 48.20 555.75 1113.20| 1 1.9 1| 1 1.5 1| 0.094 37| 48.20 463.22 1143.60| 1 2.3 3| 1 1.7 2| 0.125 38| 48.20 454.44 1278.20| 1 2.0 1| 1 1.5 1| 0.109 39| 48.20 389.03 723.20| 1 2.7 1| 1 1.8 1| 0.109 40| 48.20 403.48 874.40| 1 2.6 7| 1 1.7 4| 0.109 41| 48.20 459.42 1218.20| 1 2.8 1| 1 1.8 1| 0.109 42| 48.20 449.34 978.20| 1 2.8 1| 1 1.8 1| 0.109 43| 48.20 454.92 799.00| 1 2.4 5| 1 1.7 3| 0.094 44| 48.20 462.92 1188.60| 1 2.5 3| 1 1.7 2| 0.094 45| 48.20 448.94 1098.20| 1 2.1 1| 1 1.6 1| 0.078 46| 48.20 408.83 1158.20| 1 1.9 1| 1 1.5 1| 0.062 47| 48.20 488.93 1038.20| 1 2.0 1| 1 1.5 1| 0.062 48| 48.20 419.98 1248.20| 1 2.0 1| 1 1.5 1| 0.062 49| 48.20 471.81 1054.00| 1 2.0 5| 1 1.5 3| 0.062 50| 48.20 461.65 1113.20| 1 1.7 1| 1 1.3 1| 0.047 ======================================================================== Generation:50 best:0 worst:36 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 0 4:RPB:1 33:RPB:1 48.20 1 1 RPB: black_edges black_edges Run time 14127.86 seconds, 276.82 seconds/generation Run number 15 (good runs 1) Too complex 0 Duplicate 2 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 408.60 2182.37 3389.80| 3 15.0 9| 2 3.6 4| 1.000 1| 48.20 1826.48 3642.60| 1 16.3 3| 1 3.9 2| 0.984 2| 33.40 3004.67 2919.40| 7 11.2 7| 3 3.6 3| 0.828 3| 33.40 2059.86 2310.20| 7 6.2 1| 3 2.9 1| 0.453 4| 33.40 1727.61 2505.20| 7 5.5 1| 3 2.7 1| 0.469 5| 33.40 807.55 2520.20| 7 6.5 1| 3 3.0 1| 0.406 6| 33.40 797.22 2550.20| 7 7.1 1| 3 3.2 1| 0.422 7| 33.80 915.06 3279.60| 9 6.5 3| 4 3.1 2| 0.438 8| 33.80 745.14 2752.00| 9 6.8 5| 4 3.1 3| 0.359 9| 33.40 967.27 2385.20| 7 7.3 1| 3 3.2 1| 0.344 10| 33.40 646.60 2017.00| 7 8.2 5| 3 3.5 3| 0.438 11| 33.80 835.34 2092.00| 9 7.3 5| 4 3.3 3| 0.453 12| 33.80 577.93 2130.20| 9 6.9 1| 4 3.2 1| 0.406 13| 33.80 785.96 2415.20| 9 6.9 1| 4 3.3 1| 0.484 14| 33.80 742.37 2190.20| 9 6.2 1| 4 3.1 1| 0.453 15| 33.80 749.68 2385.20| 9 7.1 1| 4 3.3 1| 0.469 16| 35.40 843.47 2670.20| 17 7.6 1| 5 3.5 1| 0.562 17| 33.40 700.30 2002.00| 7 9.3 5| 3 3.8 3| 0.500 18| 33.40 769.41 2715.20| 7 12.2 1| 3 4.5 1| 0.672 19| 34.20 635.30 2829.60| 11 11.6 3| 4 4.5 2| 0.703 20| 33.40 638.80 2092.80| 7 9.5 9| 4 4.0 4| 0.641 21| 33.00 518.62 813.40| 5 8.8 17| 3 3.7 5| 0.578 22| 33.00 582.57 2385.20| 5 7.1 1| 3 3.3 1| 0.500 23| 33.00 587.97 2415.20| 5 7.1 1| 3 3.3 1| 0.516 24| 33.40 747.46 3069.60| 7 7.5 3| 3 3.4 2| 0.516 25| 33.40 810.18 3005.00| 7 9.6 25| 3 3.9 9| 0.562 26| 33.40 811.06 2769.60| 7 9.8 3| 3 3.9 2| 0.641 27| 33.40 818.34 2464.20| 7 11.1 11| 3 4.2 5| 0.688 28| 33.00 701.56 1597.80| 5 11.5 9| 3 4.2 4| 0.734 29| 33.40 873.40 2775.20| 7 11.2 1| 4 4.2 1| 0.703 30| 33.00 845.48 2553.40| 5 11.1 17| 3 4.2 6| 0.703 31| 33.00 870.96 2370.20| 5 12.2 1| 3 4.4 1| 0.703 32| 33.40 841.80 2919.60| 7 10.8 3| 4 4.1 2| 0.750 33| 33.40 750.93 1506.60| 7 10.9 3| 4 4.3 2| 0.781 34| 33.00 587.30 1401.60| 5 8.4 3| 3 4.0 2| 0.625 35| 33.00 688.26 1758.40| 5 9.5 7| 3 4.4 4| 0.797 36| 33.00 571.11 2206.40| 5 10.2 7| 3 4.7 3| 0.812 37| 33.40 685.86 1747.80| 7 10.2 9| 4 4.7 5| 0.781 38| 33.00 694.11 2385.20| 5 10.6 1| 3 4.7 1| 0.797 39| 33.00 627.98 2086.40| 5 11.1 7| 3 4.7 3| 0.766 40| 33.00 691.66 1461.60| 5 10.9 3| 3 4.7 2| 0.750 41| 33.00 738.21 3265.40| 5 9.3 7| 3 4.2 4| 0.859 42| 33.00 635.31 1401.60| 5 9.7 3| 3 4.3 2| 0.734 43| 33.00 757.76 2235.20| 5 12.1 1| 3 5.1 1| 0.844 44| 33.40 642.96 2047.80| 7 13.0 9| 3 5.5 5| 0.828 45| 33.80 607.72 3084.60| 9 13.8 3| 5 5.5 2| 0.844 46| 33.00 742.27 3129.60| 5 13.2 3| 3 5.5 2| 0.859 47| 33.40 564.24 1416.60| 7 14.0 3| 4 5.8 2| 0.812 48| 34.20 726.42 2130.20| 11 20.4 1| 5 7.3 1| 0.875 49| 33.40 604.41 3146.40| 7 17.8 57| 4 6.6 14| 0.953 50| 33.80 694.57 3307.80| 9 18.6 39| 5 6.7 11| 0.938 ======================================================================== Generation:50 best:6 worst:11 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 6 24:RPB:5 3:RPB:10 33.80 9 5 RPB: ( * black_edges ( * black_edges ( * ( - black_corners white_edges ) black_edges ))) * | \ black_edges * | \ black_edges * / | - black_edges | \ black_corners white_edges Run time 14074.77 seconds, 275.83 seconds/generation Run number 16 (good runs 1) Too complex 0 Duplicate 1 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 34.00 2375.58 3481.20| 15 15.0 31| 4 3.6 5| 1.000 1| 43.00 1907.35 3402.60| 15 9.7 3| 4 3.5 2| 0.891 2| 34.00 3163.75 3054.60| 15 12.6 3| 4 3.9 2| 0.844 3| 33.20 2839.16 3097.40| 11 13.6 27| 4 4.0 6| 0.812 4| 34.80 2797.49 3054.60| 9 15.7 3| 4 4.5 2| 0.875 5| 35.80 2543.35 3244.80| 19 17.1 19| 5 4.7 5| 0.844 6| 35.80 2485.47 2919.60| 19 19.2 3| 5 4.9 2| 0.875 7| 36.40 2460.62 2785.60| 27 23.6 43| 6 5.5 7| 0.953 8| 36.40 2198.01 3202.20| 27 27.6 51| 6 5.8 9| 0.906 9| 33.60 2150.21 3573.40| 23 27.9 27| 5 5.9 6| 0.906 10| 36.40 2040.49 2787.80| 27 28.2 59| 6 5.9 9| 0.922 11| 37.20 1922.52 3164.60| 31 33.3 23| 6 6.4 5| 0.953 12| 34.80 1705.21 3153.60| 19 35.4 43| 5 6.8 7| 0.891 13| 32.80 1630.57 3200.40| 19 35.6 27| 5 6.9 6| 0.938 14| 32.00 1418.12 2615.60| 15 41.4 43| 5 7.4 9| 0.969 15| 32.00 1313.25 2324.40| 15 36.9 67| 5 7.2 13| 0.953 16| 35.60 1617.83 2939.60| 23 39.3 23| 6 7.3 5| 0.922 17| 32.00 1246.56 2642.40| 15 53.8 27| 5 9.6 6| 0.953 18| 35.60 1402.16 2681.60| 23 60.2 63| 5 10.8 12| 0.953 19| 35.60 1110.93 2969.20| 23 64.8 71| 6 11.0 13| 0.969 20| 35.60 960.58 2405.40| 23 72.3 87| 6 11.5 12| 0.953 21| 35.60 1052.25 2592.60| 23 65.2 63| 6 11.1 10| 0.922 22| 36.40 1061.38 2727.80| 27 64.2 79| 6 11.3 13| 1.000 23| 36.40 1086.94 2617.00| 27 70.3 55| 6 11.9 8| 0.938