A Genetic Algorithm with Fuzzy Crossover Operator and Probability

Table 1

A population with low genetic diversity based on genotype property (HD) but with high population diversity based on phenotype property (FV).

Chromosome	Hamming Distance (HD)	Fitness value (FV)
0 1 0 1 0 1 1 1 1 1 0 1 1 1 1	—	100
0 1 0 1 0 1 1 1 1 1 0 1 0 0 1	2	73
0 1 0 1 0 1 1 1 1 1 0 1 1 1 0	1	85
0 1 0 1 0 1 1 1 1 1 0 1 1 0 0	2	71
1 1 0 1 0 1 1 1 1 1 0 0 1 1 1	2	89