PopulationSize = 100 NumberOfGenerations = 100 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 = 40.0 GoodRuns = 5 DemeticGrouping = false AddBestToNewPopulation = false SteadyState = false PrintDetails = true PrintPopulation = false PrintExpression = true PrintTree = false TreeFontSize = 12 UseADFs = true TestDiversity = true ComplexityAffectsFitness = true CheckpointGens = 0 RPB: + (2) - (2) black white ADF0: + (2) - (2) * (2) / (2) 10 black_near_corners white_near_corners black_edges white_edges black white ADF1: + (2) - (2) * (2) / (2) 10 black_near_corners white_near_corners black_corners white_corners black_edges white_edges ADF2: + (2) - (2) * (2) / (2) 10 black_near_corners white_near_corners black_corners white_corners black_edges white_edges ADF3: + (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 270 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 50.00 82.81 123.00| 15 45.1 75| 2 3.6 4| 1.000 1| 52.40 82.07 114.80| 17 41.1 79| 3 3.8 5| 1.000 2| 49.80 163.41 108.80| 29 45.3 29| 3 4.1 3| 0.990 3| 50.00 163.85 114.20| 25 47.4 71| 3 4.4 4| 0.980 4| 53.20 161.70 119.60| 31 48.1 33| 3 4.5 5| 1.000 5| 42.00 165.34 113.20| 15 47.8 81| 3 4.6 6| 1.000 6| 48.80 161.71 114.80| 29 43.1 89| 3 4.5 6| 0.990 7| 47.40 163.26 111.80| 17 45.6 79| 3 4.9 6| 1.000 8| 49.60 160.57 107.40| 43 45.2 47| 5 4.9 7| 0.990 9| 43.40 161.03 111.40| 17 41.0 47| 3 4.8 5| 0.990 10| 43.60 158.96 116.40| 43 40.1 77| 5 4.7 6| 1.000 11| 52.00 160.07 108.80| 35 37.4 69| 5 4.6 6| 1.000 12| 51.80 157.28 103.00| 29 36.3 25| 4 4.7 4| 1.000 13| 47.20 153.58 109.40| 21 37.6 87| 5 4.9 7| 1.000 14| 49.80 159.84 110.60| 29 38.3 43| 5 4.9 5| 0.990 15| 52.80 153.48 119.20| 39 36.1 71| 5 4.9 5| 1.000 16| 47.00 158.83 111.60| 45 36.2 43| 5 5.0 8| 0.990 17| 50.80 159.86 110.40| 29 37.1 47| 4 5.2 5| 0.990 18| 46.80 154.59 114.40| 19 37.4 27| 4 5.2 4| 0.990 19| 52.20 161.40 113.00| 31 37.3 25| 5 5.2 4| 1.000 20| 48.40 156.26 107.40| 17 35.9 57| 4 5.0 6| 1.000 21| 49.40 158.08 106.80| 17 33.7 19| 4 4.9 3| 0.990 22| 48.20 156.78 109.40| 21 33.3 27| 4 5.0 4| 0.980 23| 29.20 153.54 108.20| 21 33.2 21| 3 4.9 4| 1.000 ======================================================================== Generation:23 best:10 worst:64 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 10 99:RPB:1 86:RPB:4 29.20 21 3 RPB: ( + white black ) ADF0: ( * white_near_corners ( * black_near_corners white_near_corners )) ADF1: ( - black_corners ( * white_edges black_edges )) ADF2: ( + black_corners black_near_corners ) ADF3: ( + ( + white_near_corners black ) black ) Run time 58839.92 seconds, 2405.12 seconds/generation Run number 2 (good runs 1) Too complex 270 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 52.00 235.36 112.00| 15 45.3 75| 2 3.7 4| 1.000 1| 43.40 159.04 123.60| 27 41.6 83| 4 4.1 6| 1.000 2| 53.40 161.94 111.00| 17 40.7 75| 3 4.0 6| 0.990 3| 38.20 160.58 120.60| 31 40.9 63| 5 4.1 4| 1.000 ======================================================================== Generation:3 best:64 worst:94 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 64 30:ADF2:1 37:ADF2:1 38.20 31 5 RPB: ( - ( - black black ) ( + black black )) ADF0: ( / ( * white_edges 10 ) ( + white_edges black )) ADF1: ( - 10 white_near_corners ) ADF2: ( - white_corners ( / white_corners ( + ( * white_near_corners white_near_corners ) white_edges ))) ADF3: ( + ( * black white_near_corners ) white ) Run time 7675.09 seconds, 1915.09 seconds/generation Run number 3 (good runs 2) Too complex 270 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 45.60 241.54 120.00| 23 44.3 75| 3 3.7 4| 1.000 1| 49.80 161.63 112.80| 19 39.3 69| 4 3.9 4| 0.990 2| 43.20 161.05 122.40| 21 38.6 87| 3 4.0 6| 0.990 3| 45.60 160.88 116.40| 33 38.4 77| 4 4.0 5| 0.980 4| 53.20 161.71 121.60| 31 34.2 73| 6 4.1 5| 1.000 5| 41.60 158.38 115.80| 33 29.8 69| 6 3.9 6| 0.990 6| 48.80 161.29 113.40| 19 31.5 47| 4 4.2 6| 1.000 7| 44.80 157.97 108.80| 39 31.6 19| 5 4.2 3| 1.000 8| 41.60 158.34 110.20| 23 31.3 41| 3 4.2 5| 1.000 9| 52.80 159.10 114.60| 19 29.7 33| 3 4.3 5| 0.990 10| 43.20 156.43 104.00| 21 29.1 35| 4 4.4 6| 1.000 11| 45.60 156.39 113.80| 23 28.4 29| 4 4.2 4| 1.000 12| 48.00 155.41 101.40| 25 27.0 27| 6 4.3 3| 0.980 13| 46.60 151.70 106.20| 23 26.3 21| 6 4.3 4| 0.970 14| 29.60 152.17 103.20| 23 25.5 21| 4 4.3 6| 1.000 ======================================================================== Generation:14 best:3 worst:24 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 3 75:ADF3:3 63:ADF3:2 29.60 23 4 RPB: ( + white black ) ADF0: ( * black_edges ( * black_edges white )) ADF1: ( + ( * black_corners ( + black_edges white_near_corners )) white_near_corners ) ADF2: ( * ( + white_corners black_edges ) black_corners ) ADF3: ( * black_corners black_near_corners ) Run time 29126.26 seconds, 1943.05 seconds/generation Run number 4 (good runs 3) Too complex 270 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 41.00 234.39 116.00| 15 44.7 75| 2 3.7 4| 1.000 1| 45.00 157.25 116.00| 15 42.2 75| 2 3.8 4| 1.000 2| 40.00 162.33 108.00| 15 42.1 75| 2 3.9 4| 0.990 3| 44.60 164.29 108.40| 33 40.2 27| 3 4.0 5| 0.990 4| 48.80 163.16 121.40| 19 38.3 37| 4 4.2 5| 1.000 5| 39.80 163.99 133.00| 19 38.7 65| 3 4.3 5| 1.000 ======================================================================== Generation:5 best:84 worst:51 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 84 12:ADF2:1 98:ADF2:1 39.80 19 3 RPB: ( - black white ) ADF0: ( * black_edges white_edges ) ADF1: ( - white_edges ( - white_near_corners black_near_corners )) ADF2: ( + black_edges white_edges ) ADF3: ( - black_corners ( / black_edges white )) Run time 11553.24 seconds, 1925.35 seconds/generation Run number 5 (good runs 4) Too complex 270 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 48.00 244.17 113.00| 15 45.5 75| 2 3.7 4| 1.000 1| 51.40 163.28 113.40| 27 44.1 67| 4 4.0 6| 0.990 2| 54.20 161.65 110.20| 21 39.3 71| 3 4.2 4| 1.000 3| 40.40 160.31 113.20| 17 36.9 71| 3 4.2 5| 1.000 4| 45.00 160.57 110.00| 15 37.1 55| 3 4.6 6| 1.000 5| 38.60 159.40 112.00| 23 38.5 55| 5 4.6 6| 1.000 ======================================================================== Generation:5 best:23 worst:9 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 23 31:RPB:1 42:RPB:1 38.60 23 5 RPB: ( - ( + ( + ( - white white ) white ) ( + black white )) black ) ADF0: ( / white_near_corners black ) ADF1: ( / white_corners black_near_corners ) ADF2: ( - white_near_corners 10 ) ADF3: ( / black_corners black ) Run time 11571.02 seconds, 1927.70 seconds/generation