output.bipolar.90.log

贝叶斯优化算法是一种新的演化算法

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Generation                   : 15
Fitness evaluations          : 22950
Fitness (max/avg/min)        : (14.299999 13.481184 12.300000)
Percentage of optima in pop. : 0.00
Population bias              : ..........................................................................................
Best solution in the pop.    : 011001000000000000111111000000010110000000000000000110101100100101111111111111111000111111
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Generation                   : 16
Fitness evaluations          : 24300
Fitness (max/avg/min)        : (14.299999 13.566110 12.299999)
Percentage of optima in pop. : 0.00
Population bias              : ........................................0.................................................
Best solution in the pop.    : 011001000000000000111111000000010110000000000000000110101100100101111111111111111000111111
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Generation                   : 17
Fitness evaluations          : 25650
Fitness (max/avg/min)        : (14.400000 13.687406 12.900000)
Percentage of optima in pop. : 0.00
Population bias              : .....................................0..0.................................................
Best solution in the pop.    : 010110110001000000111111110100101001000000111111111111000000110010000000111111000111111111
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Generation                   : 18
Fitness evaluations          : 27000
Fitness (max/avg/min)        : (14.599999 13.767851 12.099999)
Percentage of optima in pop. : 0.00
Population bias              : ....................................000000................................................
Best solution in the pop.    : 000000000000111111111111111111101001000000111111011010011100111111000000110100000000111111
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Generation                   : 19
Fitness evaluations          : 28350
Fitness (max/avg/min)        : (14.599999 13.728332 10.999999)
Percentage of optima in pop. : 0.00
Population bias              : ....................................000000................................................
Best solution in the pop.    : 000000000000111111111111111111101001000000111111011010011100111111000000110100000000111111
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Generation                   : 20
Fitness evaluations          : 29700
Fitness (max/avg/min)        : (14.599999 13.830851 11.700000)
Percentage of optima in pop. : 0.00
Population bias              : 0...0...............................000000................................................
Best solution in the pop.    : 000000000000111111111111111111101001000000111111011010011100111111000000110100000000111111
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Generation                   : 21
Fitness evaluations          : 31050
Fitness (max/avg/min)        : (14.599999 14.033184 12.799999)
Percentage of optima in pop. : 0.00
Population bias              : 0...0...............................000000................................................
Best solution in the pop.    : 000000000000111111111111111111101001000000111111011010011100111111000000110100000000111111
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Generation                   : 22
Fitness evaluations          : 32400
Fitness (max/avg/min)        : (14.799999 14.153036 13.400000)
Percentage of optima in pop. : 0.00
Population bias              : 0.0.00..............................000000................................................
Best solution in the pop.    : 000000000000111111111111111111101001000000111111000000111111110010000000111111000000000000
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Generation                   : 23
Fitness evaluations          : 33750
Fitness (max/avg/min)        : (14.800000 14.253629 12.999999)
Percentage of optima in pop. : 0.00
Population bias              : 0.0.00..............................000000................................................
Best solution in the pop.    : 000000000000111111111111001011111111000000000000011010000000000000000000111111111111111111
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Generation                   : 24
Fitness evaluations          : 35100
Fitness (max/avg/min)        : (14.900000 14.377925 13.799999)
Percentage of optima in pop. : 0.00
Population bias              : 0.0.00..............................000000................................................
Best solution in the pop.    : 111111000000111111111111100101111111000000000000111111000000111111111111111111000000111111
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Generation                   : 25
Fitness evaluations          : 36450
Fitness (max/avg/min)        : (14.900000 14.427222 12.500000)
Percentage of optima in pop. : 0.00
Population bias              : 000000................1.............000000.............0..0...............................
Best solution in the pop.    : 111111000000111111111111100101111111000000000000111111000000111111111111111111000000111111
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Generation                   : 26
Fitness evaluations          : 37800
Fitness (max/avg/min)        : (15.000000 14.572851 13.999999)
Percentage of optima in pop. : 0.15
Population bias              : 000000................1.............000000.............0..0...............................
Best solution in the pop.    : 111111000000111111000000111111000000000000000000111111111111111111000000111111000000111111
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Generation                   : 27
Fitness evaluations          : 39150
Fitness (max/avg/min)        : (15.000000 14.668444 14.199999)
Percentage of optima in pop. : 0.89
Population bias              : 000000...0..........................000000............00000...............................
Best solution in the pop.    : 000000111111111111111111111111111111111111111111111111000000111111111111111111111111111111
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Generation                   : 28
Fitness evaluations          : 40500
Fitness (max/avg/min)        : (15.000000 14.755407 14.199999)
Percentage of optima in pop. : 2.96
Population bias              : 000000..00..........................000000............000000..............................
Best solution in the pop.    : 000000000000000000111111111111000000000000000000111111000000000000000000111111000000111111
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Generation                   : 29
Fitness evaluations          : 41850
Fitness (max/avg/min)        : (15.000000 14.838148 13.700000)
Percentage of optima in pop. : 10.44
Population bias              : 000000..00..........................000000............000000..............................
Best solution in the pop.    : 000000111111111111111111111111000000000000111111111111000000111111111111000000111111000000
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Generation                   : 30
Fitness evaluations          : 43200
Fitness (max/avg/min)        : (15.000000 14.906444 13.800000)
Percentage of optima in pop. : 28.41
Population bias              : 000000..............................000000............000000..............................
Best solution in the pop.    : 111111000000000000111111111111111111000000000000111111000000000000000000111111111111111111
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Generation                   : 31
Fitness evaluations          : 44550
Fitness (max/avg/min)        : (15.000000 14.957111 14.700000)
Percentage of optima in pop. : 60.19
Population bias              : 000000..............................000000............000000..............................
Best solution in the pop.    : 000000111111000000111111000000000000000000111111111111000000000000111111000000111111111111
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Generation                   : 32
Fitness evaluations          : 45900
Fitness (max/avg/min)        : (15.000000 15.000000 15.000000)
Percentage of optima in pop. : 100.00
Population bias              : 000000..............................000000............000000..............................
Best solution in the pop.    : 111111000000000000111111000000000000000000111111111111000000000000111111000000111111111111

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FINAL STATISTICS
Termination reason           : Proportion of optima in a population reached the threshold
Generations performed        : 32
Fitness evaluations          : 45900
Fitness (max/avg/min)        : (15.000000 15.000000 15.000000)
Percentage of optima in pop. : 100.00
Population bias              : 000000..............................000000............000000..............................
Best solution in the pop.    : 111111000000000000111111000000000000000000111111111111000000000000111111000000111111111111

The End.