output.3decoverlap.61.log

贝叶斯优化算法是一种新的演化算法

===============================================
 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.3decOverlap.61
===============================================

Parameter Values:

Description                                                Identifier                 Type       Value   
----------------------------------------------------------------------------------------------------------------
Size of the population                                     populationSize             long       3500
The number of parents to select (% from population)        parentsPercentage          float      50.000000
Size of offspring to create (% from population)            offspringPercentage        float      50.000000

Number of fitness function to use                          fitnessFunction            int        0 (3deceptive (OVERLAPPING in 1bit))
Size of the problem (of one dimension)                     problemSize                int        61

Maximal Number of Generations to Perform                   maxNumberOfGenerations     long       70
Maximal Number of Fitness Calls (-1 when unbounded)        maxFitnessCalls            long       -1
Termination threshold for the univ. freq. (-1 is ignore)   epsilon                    float      0.010000
Stop if the optimum was found?                             stopWhenFoundOptimum       char       0 (No)
Percentage of opt. and nonopt. ind. threshold (-1 is ignore) maxOptimal                 float      -1.000000

Maximal number of incoming edges in dep. graph for the BOA maxIncoming                int        2

Wait for enter after printing out generation statistics?   pause                      char       0

Output file name                                           outputFile                 char*      output.3decOverlap.61
Threshold for guidance (closeness to 0,1)                  guidanceThreshold          float      0.300000

Random Seed                                                randSeed                   long       123
--------------------------------------------------------
Generation                   : 0
Fitness evaluations          : 3500
Fitness (max/avg/min)        : (23.899996 16.138314 6.600000)
Percentage of optima in pop. : 0.00
Population bias              : .............................................................
Best solution in the pop.    : 1110000001001111100000000110010000111000000110111111100100010
--------------------------------------------------------
Generation                   : 1
Fitness evaluations          : 5250
Fitness (max/avg/min)        : (24.299995 17.843971 8.000000)
Percentage of optima in pop. : 0.00
Population bias              : .............................................................
Best solution in the pop.    : 1111111111101001000011111110011000000100100000011111111001010
--------------------------------------------------------
Generation                   : 2
Fitness evaluations          : 7000
Fitness (max/avg/min)        : (24.499998 19.191770 12.200001)
Percentage of optima in pop. : 0.00
Population bias              : .............................................................
Best solution in the pop.    : 1110000010000010000001010101001110000101100000011111111111100
--------------------------------------------------------
Generation                   : 3
Fitness evaluations          : 8750
Fitness (max/avg/min)        : (26.099995 20.338084 13.300001)
Percentage of optima in pop. : 0.00
Population bias              : .............................................................
Best solution in the pop.    : 0100111000111110000101000101000100111111111001010011100100111
--------------------------------------------------------
Generation                   : 4
Fitness evaluations          : 10500
Fitness (max/avg/min)        : (26.299992 21.474997 12.900001)
Percentage of optima in pop. : 0.00
Population bias              : .............................................................
Best solution in the pop.    : 0001000011111110000100010000000001000000010011111001001110010
--------------------------------------------------------
Generation                   : 5
Fitness evaluations          : 12250
Fitness (max/avg/min)        : (27.199999 22.460968 16.600000)
Percentage of optima in pop. : 0.00
Population bias              : ................................0............................
Best solution in the pop.    : 0000010100000001000011100011111110001000000011111111111111111
--------------------------------------------------------
Generation                   : 6
Fitness evaluations          : 14000
Fitness (max/avg/min)        : (27.199999 23.442739 17.400000)
Percentage of optima in pop. : 0.00
Population bias              : ................................0.0..........................
Best solution in the pop.    : 0000010100000001000011100011111110001000000011111111111111111
--------------------------------------------------------
Generation                   : 7
Fitness evaluations          : 15750
Fitness (max/avg/min)        : (27.199999 24.240738 20.200001)
Percentage of optima in pop. : 0.00
Population bias              : ................0...............0.0.......0..................
Best solution in the pop.    : 0000010100000001000011100011111110001000000011111111111111111
--------------------------------------------------------
Generation                   : 8
Fitness evaluations          : 17500
Fitness (max/avg/min)        : (27.599997 24.908652 20.199997)
Percentage of optima in pop. : 0.00
Population bias              : ................0...............0.0.....0.0..................
Best solution in the pop.    : 1111100011100000001111100011111111111111111111111000010010000
--------------------------------------------------------
Generation                   : 9
Fitness evaluations          : 19250
Fitness (max/avg/min)        : (27.699997 25.411195 21.399996)
Percentage of optima in pop. : 0.00
Population bias              : ............0.0.0...............0.00....0.0..................
Best solution in the pop.    : 1111111110000000100000111111111111111110001111111000001110000
--------------------------------------------------------
Generation                   : 10
Fitness evaluations          : 21000
Fitness (max/avg/min)        : (27.799999 25.902766 22.599997)
Percentage of optima in pop. : 0.00
Population bias              : ..............000.................00..0......................
Best solution in the pop.    : 1111111110000100100000000010000001001111111111111111111111111
--------------------------------------------------------
Generation                   : 11
Fitness evaluations          : 22750
Fitness (max/avg/min)        : (28.400000 26.279424 23.599993)
Percentage of optima in pop. : 0.00
Population bias              : ..............000.................00.........................
Best solution in the pop.    : 1110010000010000000011111111111111111111111111111111111110000
--------------------------------------------------------
Generation                   : 12
Fitness evaluations          : 24500
Fitness (max/avg/min)        : (28.700001 26.623424 24.699995)
Percentage of optima in pop. : 0.00
Population bias              : ..............0000.................0.........................
Best solution in the pop.    : 1111111110000000000001010011111111111111111111111111111111111
--------------------------------------------------------
Generation                   : 13
Fitness evaluations          : 26250
Fitness (max/avg/min)        : (28.799995 26.951796 24.999992)
Percentage of optima in pop. : 0.00
Population bias              : .............00000.................0.........................
Best solution in the pop.    : 0011111111111111111111111111111111111111100100010000111111111
--------------------------------------------------------
Generation                   : 14
Fitness evaluations          : 28000
Fitness (max/avg/min)        : (29.400000 27.309997 25.299997)
Percentage of optima in pop. : 0.00
Population bias              : .............00000...........................11.....11111....
Best solution in the pop.    : 1111111111111110001111111111111111111111111111111111111111100