📄 output.onemax.60.log
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=============================================== Simple Bayesian Optimization Algorithm in C++ Version 1.0 (Released in March 1999) Copyright (c) 1999 Martin Pelikan Author: Martin Pelikan----------------------------------------------- Parameter values from: input.onemax.60===============================================Parameter Values:Description Identifier Type Value ----------------------------------------------------------------------------------------------------------------Size of the population populationSize long 70The number of parents to select (% from population) parentsPercentage float 50.000000Size of offspring to create (% from population) offspringPercentage float 50.000000Number of fitness function to use fitnessFunction int 0 (ONEMAX)Size of the problem (of one dimension) problemSize int 60Maximal Number of Generations to Perform maxNumberOfGenerations long 60Maximal Number of Fitness Calls (-1 when unbounded) maxFitnessCalls long -1Termination threshold for the univ. freq. (-1 is ignore) epsilon float 0.010000Stop if the optimum was found? stopWhenFoundOptimum char 0 (No)Percentage of opt. and nonopt. ind. threshold (-1 is ignore) maxOptimal float -1.000000Maximal number of incoming edges in dep. graph for the BOA maxIncoming int 0Wait for enter after printing out generation statistics? pause char 0Output file name outputFile char* output.onemax.60Threshold for guidance (closeness to 0,1) guidanceThreshold float 0.300000Random Seed randSeed long 123--------------------------------------------------------Generation : 0Fitness evaluations : 70Fitness (max/avg/min) : (39.000000 30.357143 21.000000)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 100001011010110111101001111001101111001011110101111111110011--------------------------------------------------------Generation : 1Fitness evaluations : 105Fitness (max/avg/min) : (40.000000 33.471429 26.000000)Percentage of optima in pop. : 0.00Population bias : ................1.........1..............1........1.........Best solution in the pop. : 011011011101011100011011101111101010111001111101111000011111--------------------------------------------------------Generation : 2Fitness evaluations : 140Fitness (max/avg/min) : (44.000000 36.457143 29.000000)Percentage of optima in pop. : 0.00Population bias : .......1...1....1.......1.....1.....1....1.......1.....1..1.Best solution in the pop. : 111110111110101111101110111100101010111101111111010101111010--------------------------------------------------------Generation : 3Fitness evaluations : 175Fitness (max/avg/min) : (45.000000 39.100000 30.000000)Percentage of optima in pop. : 0.00Population bias : .1..1..1...1...11.1.....111...11....1.1.11...11..11..111..1.Best solution in the pop. : 011010110111101111011001111010111111101111011111111101111001--------------------------------------------------------Generation : 4Fitness evaluations : 210Fitness (max/avg/min) : (49.000000 41.314286 31.000000)Percentage of optima in pop. : 0.00Population bias : 11..1..1..111..11.1...11111...1.....1.1.11.1.11.111..111..11Best solution in the pop. : 111011111111011100110111011010111111111111111111110001111111--------------------------------------------------------Generation : 5Fitness evaluations : 245Fitness (max/avg/min) : (51.000000 42.928571 36.000000)Percentage of optima in pop. : 0.00Population bias : 1...1..1...11..11.11.111111.1.....1.1.1.111..11.111..1111.11Best solution in the pop. : 111011011111101111111110111111111110111011111111110101011111--------------------------------------------------------Generation : 6Fitness evaluations : 280Fitness (max/avg/min) : (51.000000 44.328571 36.000000)Percentage of optima in pop. : 0.00Population bias : 11..1..11.1.1.1111111111111.11....1.1.1.1111.11.11..01111.11Best solution in the pop. : 111011011111101111111110111111111110111011111111110101011111--------------------------------------------------------Generation : 7Fitness evaluations : 315Fitness (max/avg/min) : (51.000000 46.314286 41.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111.11..1.1.1.1.1111.11.11..0111..11Best solution in the pop. : 111011011111101111111110111111111110111011111111110101011111--------------------------------------------------------Generation : 8Fitness evaluations : 350Fitness (max/avg/min) : (53.000000 47.942857 43.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111.11.11.1.111.1111.11.11..01111.11Best solution in the pop. : 111111111111001111010111111111001011111111111111111111111111--------------------------------------------------------Generation : 9Fitness evaluations : 385Fitness (max/avg/min) : (54.000000 49.728571 46.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111.11.11.11111.1111.11.11..0111.111Best solution in the pop. : 111010111111111111111111111011111111111101101110111111111111--------------------------------------------------------Generation : 10Fitness evaluations : 420Fitness (max/avg/min) : (55.000000 51.000000 46.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111111.11111111.1111.11111.101111111Best solution in the pop. : 111111011111101111111111111111111111111011111111111101110111--------------------------------------------------------Generation : 11Fitness evaluations : 455Fitness (max/avg/min) : (55.000000 52.428571 49.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111111.11111111.1111.11111.1.1111111Best solution in the pop. : 111111011111101111111111111111111111111011111111111101110111--------------------------------------------------------Generation : 12Fitness evaluations : 490Fitness (max/avg/min) : (57.000000 53.685714 49.000000)Percentage of optima in pop. : 0.00Population bias : 111.1..111111.1111111111111111.1111111111111.11.1111.1111111Best solution in the pop. : 111010111111111111111111111111111111111111111111011111111111--------------------------------------------------------Generation : 13Fitness evaluations : 525Fitness (max/avg/min) : (59.000000 55.057143 50.000000)Percentage of optima in pop. : 0.00Population bias : 11111.111111111111111111111111.111111111111111111111.1111111Best solution in the pop. : 111111111111111111111111111111101111111111111111111111111111--------------------------------------------------------Generation : 14Fitness evaluations : 560Fitness (max/avg/min) : (59.000000 56.371429 53.000000)Percentage of optima in pop. : 0.00Population bias : 111111111111111111111111111111.11111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111101111111111111111111111111111--------------------------------------------------------Generation : 15Fitness evaluations : 595Fitness (max/avg/min) : (60.000000 57.342857 55.000000)Percentage of optima in pop. : 1.43Population bias : 111111111111111111111111111111.11111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 16Fitness evaluations : 630Fitness (max/avg/min) : (60.000000 58.471429 55.000000)Percentage of optima in pop. : 15.71Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 17Fitness evaluations : 665Fitness (max/avg/min) : (60.000000 59.328571 57.000000)Percentage of optima in pop. : 41.43Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 18Fitness evaluations : 700Fitness (max/avg/min) : (60.000000 59.857143 59.000000)Percentage of optima in pop. : 85.71Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 19Fitness evaluations : 735Fitness (max/avg/min) : (60.000000 60.000000 60.000000)Percentage of optima in pop. : 100.00Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111=================================================================FINAL STATISTICSTermination reason : Bit convergence (with threshold epsilon)Generations performed : 19Fitness evaluations : 735Fitness (max/avg/min) : (60.000000 60.000000 60.000000)Percentage of optima in pop. : 100.00Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111The End.
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