📄 output.quadratic.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.quadratic.60===============================================Parameter Values:Description Identifier Type Value ----------------------------------------------------------------------------------------------------------------Size of the population populationSize long 400The 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 (Quadratic 0.9 0 0 1)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 1Wait for enter after printing out generation statistics? pause char 0Output file name outputFile char* output.quadratic.60Threshold for guidance (closeness to 0,1) guidanceThreshold float 0.300000Random Seed randSeed long 123--------------------------------------------------------Generation : 0Fitness evaluations : 400Fitness (max/avg/min) : (22.499996 14.254749 6.500000)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 001000110000100111110000001111001000100011111101001100000000--------------------------------------------------------Generation : 1Fitness evaluations : 600Fitness (max/avg/min) : (22.499996 16.168749 9.400000)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 110001010011000000001110001111000011011011000000100000111100--------------------------------------------------------Generation : 2Fitness evaluations : 800Fitness (max/avg/min) : (23.599997 17.424999 9.400000)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 111011001111001001011000000011110000110011110000000000111100--------------------------------------------------------Generation : 3Fitness evaluations : 1000Fitness (max/avg/min) : (25.399998 18.791998 12.599998)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 111111111111111111100011000011110110110011110100111100111111--------------------------------------------------------Generation : 4Fitness evaluations : 1200Fitness (max/avg/min) : (25.599997 20.299998 13.899998)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 111100000011000011110000000010111111001101110000001000111111--------------------------------------------------------Generation : 5Fitness evaluations : 1400Fitness (max/avg/min) : (27.299997 21.691748 11.600000)Percentage of optima in pop. : 0.00Population bias : ............................................................Best solution in the pop. : 111111001111111011110000110011111100111111111111001111110100--------------------------------------------------------Generation : 6Fitness evaluations : 1600Fitness (max/avg/min) : (27.899998 23.090998 17.999998)Percentage of optima in pop. : 0.00Population bias : ...............0............11..............................Best solution in the pop. : 000011111100110011111111101111111111110011110000001100110000--------------------------------------------------------Generation : 7Fitness evaluations : 1800Fitness (max/avg/min) : (28.599995 24.408748 19.299999)Percentage of optima in pop. : 0.00Population bias : ...............0............11..............................Best solution in the pop. : 111111110011110011111111000000001100001100111111000000001100--------------------------------------------------------Generation : 8Fitness evaluations : 2000Fitness (max/avg/min) : (29.399998 25.655497 20.799997)Percentage of optima in pop. : 0.00Population bias : ...............011..........11..............................Best solution in the pop. : 111111111111110011111100001111000000111111111111111111111111--------------------------------------------------------Generation : 9Fitness evaluations : 2200Fitness (max/avg/min) : (29.399998 26.833497 22.499998)Percentage of optima in pop. : 0.00Population bias : ..............0011..........11...........111....1...........Best solution in the pop. : 111111111111110011111100001111000000111111111111111111111111--------------------------------------------------------Generation : 10Fitness evaluations : 2400Fitness (max/avg/min) : (29.599998 27.678748 24.699997)Percentage of optima in pop. : 0.00Population bias : ......1.......0011..11......11...........11111..1...........Best solution in the pop. : 111111111111110011111111110011111111111111001111111111111100--------------------------------------------------------Generation : 11Fitness evaluations : 2600Fitness (max/avg/min) : (29.599998 28.404998 25.599997)Percentage of optima in pop. : 0.00Population bias : ......1111....00111.11......11..11........1111..11..11......Best solution in the pop. : 111111111111110011111111110011111111111111001111111111111100--------------------------------------------------------Generation : 12Fitness evaluations : 2800Fitness (max/avg/min) : (29.599998 28.880748 27.499996)Percentage of optima in pop. : 0.00Population bias : 11....1111....00111111......11..11........1111..11..11......Best solution in the pop. : 111111111111110011111111110011111111111111001111111111111100--------------------------------------------------------Generation : 13Fitness evaluations : 3000Fitness (max/avg/min) : (29.699999 29.099498 28.399996)Percentage of optima in pop. : 0.00Population bias : 11....1111111100111111......111111......111111..11..11..11..Best solution in the pop. : 111111111111110011111100110011111111111111111111111111111111--------------------------------------------------------Generation : 14Fitness evaluations : 3200Fitness (max/avg/min) : (29.699999 29.252248 28.699997)Percentage of optima in pop. : 0.00Population bias : 1111..1111111100111111..11..11111111..11111111..111111111111Best solution in the pop. : 111111111111110011111100110011111111111111111111111111111111--------------------------------------------------------Generation : 15Fitness evaluations : 3400Fitness (max/avg/min) : (29.900000 29.384249 28.699997)Percentage of optima in pop. : 0.00Population bias : 1111..1111111100111111..11..11111111..11111111..111111111111Best solution in the pop. : 111111111111110011111111111111111111111111111111111111111111--------------------------------------------------------Generation : 16Fitness evaluations : 3600Fitness (max/avg/min) : (29.900000 29.500499 28.999996)Percentage of optima in pop. : 0.00Population bias : 1111..1111111100111111..11..11111111..11111111..111111111111Best solution in the pop. : 111111111111110011111111111111111111111111111111111111111111--------------------------------------------------------Generation : 17Fitness evaluations : 3800Fitness (max/avg/min) : (30.000000 29.603749 29.099998)Percentage of optima in pop. : 0.25Population bias : 1111111111111100111111..11..11111111..1111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 18Fitness evaluations : 4000Fitness (max/avg/min) : (30.000000 29.704749 29.199999)Percentage of optima in pop. : 0.50Population bias : 11111111111111..111111..111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 19Fitness evaluations : 4200Fitness (max/avg/min) : (30.000000 29.793749 29.499998)Percentage of optima in pop. : 2.75Population bias : 11111111111111..11111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 20Fitness evaluations : 4400Fitness (max/avg/min) : (30.000000 29.858499 29.599998)Percentage of optima in pop. : 10.00Population bias : 11111111111111..11111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 21Fitness evaluations : 4600Fitness (max/avg/min) : (30.000000 29.918750 29.699999)Percentage of optima in pop. : 26.00Population bias : 11111111111111..11111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 22Fitness evaluations : 4800Fitness (max/avg/min) : (30.000000 29.953250 29.699999)Percentage of optima in pop. : 56.00Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111--------------------------------------------------------Generation : 23Fitness evaluations : 5000Fitness (max/avg/min) : (30.000000 30.000000 30.000000)Percentage of optima in pop. : 100.00Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111=================================================================FINAL STATISTICSTermination reason : Bit convergence (with threshold epsilon)Generations performed : 23Fitness evaluations : 5000Fitness (max/avg/min) : (30.000000 30.000000 30.000000)Percentage of optima in pop. : 100.00Population bias : 111111111111111111111111111111111111111111111111111111111111Best solution in the pop. : 111111111111111111111111111111111111111111111111111111111111The End.⌨️ 快捷键说明
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