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 = 25.0 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| 31.00 51.85 71.00| 25 43.1 75| 3 3.7 4| 1.000 1| 31.40 51.15 68.00| 27 43.3 75| 4 4.1 4| 1.000 2| 29.80 102.40 71.20| 19 44.7 71| 3 4.4 4| 0.980 3| 31.80 101.44 71.20| 29 44.3 71| 4 4.6 4| 1.000 4| 31.80 100.56 74.60| 29 41.1 73| 5 4.6 5| 1.000 5| 32.40 99.90 74.20| 17 39.9 81| 4 4.8 5| 0.990 6| 31.40 97.64 62.80| 17 37.4 59| 3 4.7 4| 0.990 7| 31.80 97.10 63.80| 19 39.0 59| 3 4.7 5| 0.980 8| 28.80 96.22 63.40| 19 35.9 57| 3 4.8 5| 0.980 9| 28.80 93.96 62.60| 19 33.2 33| 3 4.4 4| 0.980 10| 28.80 95.00 62.00| 19 30.4 35| 3 4.3 4| 0.980 11| 28.80 92.97 63.80| 19 29.7 39| 3 4.3 7| 0.980 12| 29.80 94.37 59.00| 19 29.3 45| 3 4.2 9| 0.990 13| 29.80 94.02 59.00| 19 29.4 35| 3 4.2 5| 0.990 14| 30.40 94.15 60.20| 17 28.6 31| 3 4.3 4| 1.000 15| 29.60 93.12 60.20| 23 28.2 31| 4 4.2 4| 1.000 16| 29.40 91.17 60.20| 17 27.4 31| 3 4.2 4| 1.000 17| 28.80 90.91 60.40| 19 26.7 27| 4 4.2 5| 0.990 18| 30.20 91.48 62.00| 21 27.4 35| 3 4.4 6| 1.000 19| 29.40 90.14 58.40| 17 26.1 27| 3 4.4 4| 0.980 20| 29.40 92.31 64.80| 17 25.4 39| 3 4.4 5| 0.970 21| 30.00 89.48 59.20| 25 23.9 21| 4 4.3 3| 0.990 22| 29.60 89.32 61.40| 23 24.0 27| 4 4.4 4| 1.000 23| 29.60 87.52 61.40| 23 23.2 27| 4 4.3 4| 0.960 24| 29.20 87.26 61.80| 21 22.8 29| 4 4.2 4| 0.970 25| 29.00 85.61 57.40| 15 23.3 37| 3 4.4 5| 0.960 26| 30.00 86.36 59.60| 15 24.1 23| 3 4.5 4| 0.950 27| 30.00 85.22 57.00| 15 24.4 35| 3 4.6 5| 0.960 28| 23.80 84.29 56.20| 19 24.6 21| 3 4.6 3| 0.990 ======================================================================== Generation:28 best:12 worst:34 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 12 1:ADF1:1 16:ADF1:1 23.80 19 3 RPB: ( + ( + black black ) white ) ADF0: ( + white ( / black black )) ADF1: white_near_corners ADF2: ( - white_edges ( + white_near_corners black_edges )) ADF3: ( / 10 10 ) Run time 15998.29 seconds, 554.13 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| 32.60 136.64 76.00| 23 45.6 75| 3 3.7 4| 1.000 1| 34.00 93.42 74.00| 35 42.3 75| 3 4.0 4| 0.980 2| 33.40 102.14 73.20| 17 39.4 71| 3 4.1 4| 0.990 3| 33.40 99.83 72.80| 17 36.2 69| 3 4.2 4| 1.000 4| 33.80 98.59 73.00| 19 34.4 75| 3 4.2 5| 1.000 5| 28.40 96.33 71.00| 17 32.7 75| 3 4.1 6| 1.000 6| 30.00 96.26 64.40| 35 31.3 87| 6 4.2 6| 0.990 7| 29.60 95.31 63.60| 33 31.4 83| 6 4.5 6| 1.000 8| 28.40 94.97 65.20| 17 30.0 61| 3 4.5 5| 0.990 9| 33.80 96.26 65.20| 19 28.7 61| 3 4.4 5| 1.000 10| 31.80 95.47 63.60| 29 27.9 53| 4 4.4 5| 1.000 11| 30.60 96.77 61.60| 33 26.2 23| 4 4.3 4| 0.990 12| 25.20 95.32 64.00| 31 26.5 25| 5 4.5 5| 1.000 13| 26.40 95.07 65.80| 27 26.9 29| 4 4.6 5| 0.980 14| 29.00 94.23 61.40| 25 27.3 47| 4 4.9 7| 1.000 15| 29.40 92.74 62.40| 27 26.8 27| 4 4.7 4| 0.990 16| 29.60 93.60 63.00| 23 27.4 25| 3 4.7 4| 0.990 17| 30.40 92.67 62.00| 27 27.0 45| 5 4.8 6| 0.980 18| 30.40 93.10 63.00| 27 26.5 25| 5 4.7 5| 1.000 19| 28.40 92.69 65.80| 27 25.1 29| 4 4.6 5| 0.980 20| 31.80 92.32 66.60| 39 25.0 33| 6 4.7 5| 1.000 21| 32.00 92.93 62.20| 25 25.8 21| 4 4.7 4| 1.000 22| 31.20 92.06 68.00| 21 26.4 35| 4 4.7 6| 0.970 23| 31.60 92.07 65.00| 23 27.8 25| 4 5.0 4| 1.000 24| 31.20 90.36 60.20| 21 27.4 31| 4 4.9 6| 0.990 25| 26.80 88.89 63.00| 29 26.7 15| 5 4.8 4| 1.000 26| 26.80 87.66 59.60| 29 25.1 53| 5 4.7 7| 0.970 27| 28.40 88.04 63.40| 27 24.4 17| 4 4.7 4| 0.970 28| 26.80 86.66 58.60| 29 24.5 23| 4 4.7 4| 0.990 29| 26.80 88.50 58.20| 29 24.7 21| 8 4.9 5| 0.990 30| 32.20 87.96 62.00| 21 24.5 35| 4 4.8 7| 0.980 31| 31.40 89.06 64.20| 37 24.1 21| 6 4.8 5| 1.000 32| 31.00 88.25 64.40| 35 23.9 37| 6 4.8 8| 0.970 33| 30.00 88.37 60.40| 25 24.0 37| 5 5.1 8| 1.000 34| 29.80 87.84 61.20| 29 25.6 31| 6 5.3 8| 1.000 35| 29.40 87.00 60.80| 27 25.3 29| 6 5.2 4| 0.990 36| 30.00 86.89 55.40| 25 24.7 27| 5 5.3 4| 0.990 37| 29.60 87.27 56.80| 23 25.7 19| 5 5.5 3| 0.970 38| 27.40 85.21 57.60| 17 25.3 23| 3 5.3 6| 0.990 39| 22.80 86.38 54.40| 19 25.5 17| 4 5.5 3| 0.980 ======================================================================== Generation:39 best:75 worst:37 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 75 15:ADF1:1 32:ADF1:1 22.80 19 4 RPB: black ADF0: ( + 10 ( - black ( - black black_near_corners ))) ADF1: ( / white_near_corners black_corners ) ADF2: ( - black_corners black_edges ) ADF3: ( / ( + white_edges black_corners ) white ) Run time 22317.95 seconds, 558.22 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| 31.00 137.84 76.00| 15 45.0 75| 2 3.7 4| 1.000 1| 33.00 92.71 72.80| 15 44.0 69| 2 4.1 4| 1.000 2| 31.40 101.17 73.60| 37 38.6 73| 4 4.0 4| 0.990 3| 33.00 99.26 67.20| 35 36.1 71| 4 4.1 4| 0.990 4| 35.60 98.70 64.20| 33 35.5 41| 3 4.1 5| 1.000 5| 36.00 98.35 64.60| 35 36.2 43| 5 4.4 5| 1.000 6| 36.20 98.42 65.40| 31 37.1 67| 4 4.6 4| 1.000 7| 36.60 98.75 70.60| 33 35.1 53| 4 4.6 7| 1.000 8| 33.00 99.79 63.40| 25 37.5 87| 3 5.0 7| 0.980 9| 37.00 99.95 70.40| 25 36.2 77| 3 5.0 8| 1.000 10| 35.20 99.19 63.80| 31 34.2 89| 6 5.2 7| 0.980 11| 34.80 98.71 61.40| 19 34.2 27| 3 5.2 5| 0.980 12| 37.40 98.19 61.40| 17 37.1 57| 4 5.6 8| 0.990 13| 37.80 97.84 64.20| 19 37.4 51| 4 5.6 5| 1.000 14| 35.20 99.64 68.80| 31 37.4 59| 4 5.6 7| 0.980 15| 34.40 99.03 64.20| 27 35.2 51| 4 5.3 5| 0.990 16| 33.60 98.50 63.60| 23 33.9 63| 4 5.2 8| 0.980 17| 34.00 97.18 70.00| 25 33.3 45| 4 5.2 7| 0.990 18| 33.80 94.85 58.00| 39 30.3 35| 5 4.8 4| 0.990 19| 30.00 95.14 60.80| 35 30.4 29| 5 4.8 6| 0.990 20| 30.00 94.64 61.80| 35 30.7 49| 5 4.8 6| 0.980 21| 30.40 94.74 62.00| 37 31.2 45| 6 4.8 6| 1.000 22| 30.80 94.21 58.60| 39 30.4 33| 5 4.9 5| 0.980 23| 31.80 94.53 60.20| 29 30.8 41| 5 4.8 7| 0.990 24| 26.80 93.27 71.80| 29 30.3 59| 5 4.8 7| 1.000 25| 33.60 94.14 61.60| 23 30.8 33| 4 5.0 5| 1.000 26| 34.00 93.83 61.00| 25 30.0 25| 4 5.0 5| 1.000 27| 22.80 93.09 65.00| 19 29.7 65| 4 5.0 10| 0.990 ======================================================================== Generation:27 best:54 worst:91 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 54 78:ADF0:1 40:ADF0:4 22.80 19 4 RPB: ( - black white ) ADF0: ( + black_edges white_edges ) ADF1: ( * white_near_corners black_near_corners ) ADF2: ( * ( / ( / white_edges black_edges ) white_corners ) black_near_corners ) ADF3: ( - black white_corners ) Run time 15926.09 seconds, 566.46 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| 30.00 144.13 76.00| 35 44.6 75| 4 3.7 4| 1.000 1| 30.00 97.63 71.00| 35 43.3 75| 4 3.9 4| 1.000 2| 24.80 101.03 73.80| 19 36.3 89| 4 4.2 7| 1.000 ======================================================================== Generation:2 best:11 worst:83 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 11 24:ADF1:1 34:ADF1:3 24.80 19 4 RPB: ( - black white ) ADF0: ( + ( + ( * white white_near_corners ) ( - white_near_corners black )) white ) ADF1: 10 ADF2: ( * white_near_corners white_corners ) ADF3: ( - black_corners 10 ) Run time 2156.11 seconds, 705.36 seconds/generation Run number 5 (good runs 4) Too complex 271 Duplicate 0 Gen| Fitness | Complexity | Depth |Variety | Best Average Worst| B A W| B A W| 0| 35.00 153.39 73.00| 35 46.3 75| 5 3.7 4| 1.000 1| 31.00 101.21 66.60| 15 43.5 83| 2 4.0 5| 1.000 2| 30.60 101.80 65.80| 13 38.9 79| 2 4.1 5| 1.000 3| 33.00 100.11 75.60| 25 39.4 73| 4 4.3 4| 0.990 4| 27.40 99.21 70.60| 27 38.0 83| 4 4.3 6| 0.990 5| 27.00 98.54 73.60| 25 34.0 63| 4 4.2 4| 1.000 6| 27.80 97.82 71.60| 29 35.4 83| 4 4.3 7| 1.000 7| 33.40 97.14 67.80| 27 35.9 79| 4 4.4 5| 0.990 8| 33.60 96.85 62.60| 43 34.5 83| 4 4.6 7| 0.970 9| 35.20 97.36 72.40| 21 34.7 77| 5 4.8 7| 1.000 10| 28.20 97.73 72.80| 31 36.6 89| 4 4.8 9| 1.000 11| 23.00 97.11 70.40| 25 36.4 77| 4 4.8 9| 0.990 ======================================================================== Generation:11 best:5 worst:51 GP# dad mum oper mut shrk mut fitness len dep ===== ============= ============= ======== ======== ========== ==== ==== B 5 90:ADF0:1 14:ADF0:2 23.00 25 4 RPB: ( + black black ) ADF0: black_edges ADF1: white_edges ADF2: ( + ( / ( * white_edges white_near_corners ) ( - white_corners white_corners )) ( + ( - white_corners white_corners ) ( * 10 black_near_corners ))) ADF3: ( + 10 ( + white_near_corners black_corners )) Run time 7979.97 seconds, 670.40 seconds/generation