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 = true SteadyState = true 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| 48.00 81.69 109.00| 15 45.6 75| 2 3.7 4| 1.000 1| 47.80 158.97 110.00| 19 42.2 75| 4 3.8 5| 0.980 2| 47.80 158.35 110.00| 19 41.9 75| 4 3.7 5| 0.960 3| 46.60 161.66 111.60| 13 39.6 73| 2 3.8 5| 0.990 4| 44.60 160.39 114.80| 33 44.7 69| 3 4.0 4| 0.950 5| 44.60 158.07 113.60| 33 43.1 63| 3 4.0 4| 0.970 6| 42.20 155.00 118.60| 21 44.6 63| 4 4.0 4| 0.940 7| 47.00 156.72 110.40| 35 44.0 17| 5 4.3 3| 0.930 8| 47.00 154.85 110.40| 25 42.2 17| 4 4.3 3| 0.920 9| 48.00 156.28 112.60| 25 43.8 63| 3 4.5 5| 0.950 10| 49.40 157.93 112.60| 47 41.2 63| 5 4.3 5| 0.920 11| 51.00 156.94 107.20| 25 40.9 71| 4 4.4 5| 0.950 12| 42.80 162.47 126.20| 39 46.9 81| 6 4.7 5| 0.950 13| 42.80 159.12 118.80| 39 45.8 69| 6 4.7 5| 0.980 14| 42.80 155.95 125.40| 39 45.5 77| 6 4.8 5| 0.910 15| 40.00 154.01 105.80| 25 45.1 59| 3 4.8 6| 0.950 16| 42.80 145.00 108.80| 39 40.7 19| 6 4.6 4| 0.920 17| 42.80 149.23 114.20| 39 36.8 61| 6 4.5 5| 0.870 18| 47.40 147.71 107.20| 47 33.0 21| 6 4.4 3| 0.930 19| 34.20 152.87 116.40| 21 31.8 67| 4 4.2 6| 0.940 ======================================================================== Generation:19 best:96 worst:64 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 96 50:ADF3:1 73:ADF3:3 34.20 21 4 RPB: ( - ( - black black ) white ) ADF0: ( - black black_near_corners ) ADF1: ( / ( * ( - black_edges black_edges ) ( / black_edges black_edges )) white_corners ) ADF2: ( - black_corners white_near_corners ) ADF3: black Run time 13929.26 seconds, 696.97 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| 46.20 232.55 116.00| 51 45.0 75| 5 3.7 4| 1.000 1| 46.20 158.61 109.40| 51 43.3 77| 5 4.0 6| 0.960 2| 53.40 161.87 117.80| 27 47.3 79| 5 4.3 5| 0.950 3| 50.40 161.48 115.00| 17 44.4 75| 3 4.4 5| 0.950 4| 47.20 155.96 112.40| 81 40.6 87| 7 4.3 6| 0.950 5| 45.00 156.62 111.80| 25 37.3 69| 4 4.3 4| 0.910 6| 50.40 155.00 105.00| 17 37.6 55| 3 4.4 5| 0.920 7| 50.40 152.25 106.40| 17 33.1 27| 3 4.3 4| 0.930 8| 30.40 148.94 108.40| 27 31.7 37| 4 4.3 5| 0.930 ======================================================================== Generation:8 best:80 worst:6 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 80 68:ADF0:2 80:ADF0:3 30.40 27 4 RPB: ( + ( + black white ) black ) ADF0: ( - black_edges black ) ADF1: ( - 10 ( + white_corners 10 )) ADF2: ( + white_near_corners ( * black_near_corners black_corners )) ADF3: ( + ( - ( + 10 white ) ( + white_near_corners black_edges )) white_near_corners ) Run time 6349.73 seconds, 710.44 seconds/generation Run number 3 (good runs 2) Too complex 272 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 42.00 230.74 117.00| 15 46.0 75| 2 3.7 4| 1.000 1| 55.60 168.51 112.40| 33 45.1 47| 3 3.8 5| 0.940 2| 39.40 157.34 110.80| 17 38.0 79| 3 3.8 5| 0.970 ======================================================================== Generation:2 best:68 worst:26 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 68 41:RPB:3 49:RPB:18 39.40 17 3 RPB: ( + black ( + white white )) ADF0: ( / black white ) ADF1: ( + black_near_corners white_near_corners ) ADF2: ( - black_edges black_corners ) ADF3: ( - white white_corners ) Run time 2126.13 seconds, 736.11 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| 44.00 238.54 115.00| 15 45.0 75| 2 3.7 4| 1.000 1| 51.40 160.74 114.80| 17 47.7 79| 3 4.2 6| 1.000 2| 50.40 158.62 114.80| 37 46.3 79| 5 4.4 6| 0.970 3| 42.80 159.60 110.00| 29 42.4 75| 6 4.5 4| 0.970 4| 42.80 154.28 110.00| 29 37.6 75| 6 4.6 4| 0.930 5| 45.20 150.75 114.60| 21 33.9 43| 3 4.3 6| 0.950 6| 45.20 150.18 116.40| 21 32.7 67| 3 4.3 4| 0.970 7| 46.20 147.21 107.40| 31 30.1 27| 6 4.7 4| 0.920 8| 45.40 143.64 100.40| 27 32.3 27| 4 5.1 5| 0.890 9| 44.00 145.47 103.80| 35 32.7 29| 6 5.1 4| 0.870 10| 38.60 140.09 101.00| 33 30.2 35| 5 5.0 5| 0.930 ======================================================================== Generation:10 best:8 worst:61 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 8 95:RPB:4 9:RPB:2 38.60 33 5 RPB: ( + ( + black ( + black black )) white ) ADF0: ( / ( * ( - 10 ( - 10 10 )) ( / ( * white white ) ( + white_edges white_edges ))) 10 ) ADF1: ( / ( * black_near_corners black_corners ) 10 ) ADF2: ( / white_near_corners 10 ) ADF3: ( * black_edges black ) Run time 7780.20 seconds, 702.62 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| 46.00 222.11 109.80| 35 44.2 59| 3 3.7 6| 1.000 1| 46.00 159.34 116.80| 35 45.1 59| 3 3.9 6| 0.980 2| 52.00 158.23 108.60| 15 42.3 73| 2 3.9 6| 0.970 3| 48.60 155.33 108.60| 23 37.5 73| 3 4.1 6| 0.980 4| 48.20 152.40 112.60| 21 36.5 73| 3 4.1 6| 0.970 5| 48.60 152.25 112.60| 23 32.5 73| 3 3.9 6| 0.950 6| 38.60 149.83 110.60| 23 33.0 63| 3 4.2 4| 0.980 ======================================================================== Generation:6 best:63 worst:44 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 63 73:ADF1:1 43:ADF1:3 38.60 23 3 RPB: ( + black black ) ADF0: ( / ( * white_edges black ) ( + 10 white_edges )) ADF1: ( + ( + 10 black_corners ) white_edges ) ADF2: ( / ( / white_corners white_edges ) ( * black_near_corners black_near_corners )) ADF3: black Run time 4905.19 seconds, 696.37 seconds/generation