Start-up time is : Sun Dec 27 17:11:21 1998 Problem length = 30 Number of subfunctions = 10 Subfunction = 0 1 2 3 4 5 6 7 8 9 Table or function id = 0 0 0 0 0 0 0 0 0 0 Subfunction size = 3 3 3 3 3 3 3 3 3 3 Constitutive Genes: Subfunction 0 = 0 1 2 Subfunction 1 = 3 4 5 Subfunction 2 = 6 7 8 Subfunction 3 = 9 10 11 Subfunction 4 = 12 13 14 Subfunction 5 = 15 16 17 Subfunction 6 = 18 19 20 Subfunction 7 = 21 22 23 Subfunction 8 = 24 25 26 Subfunction 9 = 27 28 29 Splice probability = 1.000000 Cut probability = 0.016667 Allelic mutation prob. = 0.000000 Genic mutation prob. = 0.000000 Thresholding (1 if on) = 1 Tiebreaking (1 if on) = 0 Random seed = 0.000000 -------------------------------------------------------------------------------- Era = 1 Init_select_gen = 0 Cutpop_gen = 0 Primordial phase = 0 Initial popsize = 300 Popsize in juxt. phase = 300 Maximum generation = 20 Template = 101001010000100100111100100011 ******************************* era = 1 ******************************* Gen Population Average Maximum Minimum Average Fuction size str. len. objfunc objfunc objfunc evaluations 0 300 1.00 263.95 43.96 61.12 3.0100e+02 ----------------------- end of primordial phase ----------------------- 1 300 2.00 272.60 39.29 76.08 6.0100e+02 2 300 3.97 277.27 39.29 121.82 9.0100e+02 3 300 7.36 287.92 44.62 171.07 1.2010e+03 4 300 12.56 288.59 46.62 181.62 1.5010e+03 5 300 19.59 291.25 49.95 194.48 1.8010e+03 6 300 26.41 289.92 51.28 206.09 2.1010e+03 7 300 31.64 294.58 49.28 220.40 2.4010e+03 8 300 35.87 295.25 52.61 225.08 2.7010e+03 9 300 38.36 293.25 52.61 229.77 3.0010e+03 10 300 43.70 293.25 51.28 226.66 3.3010e+03 11 300 45.46 294.58 55.94 229.77 3.6010e+03 12 300 48.82 295.25 51.95 236.54 3.9010e+03 13 300 50.29 294.58 53.95 235.26 4.2010e+03 14 300 55.62 293.92 53.95 244.10 4.5010e+03 15 300 61.46 295.25 53.95 244.72 4.8010e+03 16 300 68.46 295.25 54.61 242.11 5.1010e+03 17 300 75.29 295.25 62.60 239.28 5.4010e+03 18 300 83.57 295.25 53.95 231.28 5.7010e+03 19 300 96.63 295.25 54.61 228.40 6.0010e+03 20 300 103.76 295.25 53.95 222.87 6.3010e+03 The best string: 111000000000000000111000000111 Fitness = 295.248 String length = 32 Chromosome: ( (14 0) (12 0) (0 1) (1 1) (28 1) (18 1) (27 1) (28 1) (20 1) (1 0) (25 0) (5 0) (4 0) (8 0) (12 0) (14 0) (26 0) (16 0) (5 1) (7 0) (21 0) (13 0) (28 0) (15 0) (20 1) (24 0) (24 0) (20 1) (12 0) (0 1) (1 1) (28 1) ) End of run for era 1: Sun Dec 27 17:11:24 1998 Era = 2 Init_select_gen = 1 Cutpop_gen = 6 Primordial phase = 6 Initial popsize = 1740 Popsize in juxt. phase = 300 Maximum generation = 20 Template = 111000000000000000111000000111 ******************************* era = 2 ******************************* Gen Population Average Maximum Minimum Average Fuction size str. len. objfunc objfunc objfunc evaluations 0 1740 2.00 295.25 75.26 271.16 8.0420e+03 Termination: no individual in the initial population is better than the template The best string: 111000000000000000111000000111 Fitness = 295.248 String length = 2 Chromosome: ( (0 1) (1 1) ) End of run for era 2: Sun Dec 27 17:11:24 1998 Era = 3 Init_select_gen = 1 Cutpop_gen = 11 Primordial phase = 11 Initial popsize = 32480 Popsize in juxt. phase = 300 Maximum generation = 20 Template = 111000000000000000111000000111 ******************************* era = 3 ******************************* Gen Population Average Maximum Minimum Average Fuction size str. len. objfunc objfunc objfunc evaluations 0 32480 3.00 295.91 65.27 260.02 4.0523e+04 1 32480 3.00 295.91 70.60 284.45 4.0523e+04 2 16240 3.00 295.91 80.59 293.09 4.0523e+04 3 16240 3.00 295.91 280.60 294.70 4.0523e+04 4 8120 3.00 295.91 290.59 295.13 4.0523e+04 5 8120 3.00 295.91 293.25 295.24 4.0523e+04 6 4060 3.00 295.91 294.58 295.26 4.0523e+04 7 4060 3.00 295.91 295.25 295.27 4.0523e+04 8 2030 3.00 295.91 295.25 295.28 4.0523e+04 9 1015 3.00 295.91 295.25 295.32 4.0523e+04 10 507 3.00 295.91 295.25 295.38 4.0523e+04 11 300 3.00 295.91 295.25 295.50 4.0523e+04 ----------------------- end of primordial phase ----------------------- 12 300 5.59 296.58 285.92 295.05 4.0823e+04 13 300 10.31 297.91 281.26 294.93 4.1123e+04 14 300 17.03 299.91 263.28 293.71 4.1423e+04 15 300 26.16 299.91 263.95 294.57 4.1723e+04 16 300 35.04 299.91 239.30 295.65 4.2023e+04 17 300 44.55 299.91 276.60 296.14 4.2323e+04 18 300 52.94 299.91 266.61 295.64 4.2623e+04 19 300 64.53 299.91 268.61 296.50 4.2923e+04 20 300 77.61 299.91 269.94 297.27 4.3223e+04 The best string: 111111111111111111111111111111 Fitness = 299.910 String length = 24 Chromosome: ( (3 1) (4 1) (5 1) (9 1) (10 1) (11 1) (15 1) (16 1) (17 1) (12 1) (13 1) (14 1) (24 1) (25 1) (26 1) (6 1) (7 1) (8 1) (24 1) (25 1) (26 1) (21 1) (22 1) (23 1) ) End of run for era 3: Sun Dec 27 17:11:31 1998