A Genetic Algorithm with Fuzzy Crossover Operator and Probability

Table 2

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

Chromosome	Hamming Distance (HD)	Fitness value (FV)
0 1 0 1 0 1 1 1 1 1 0 1 0 0 0	—	58
0 1 1 0 1 0 0 0 1 0 1 0 1 1 0	11	57
0 1 1 0 1 0 0 1 0 0 1 0 1 0 1	11	57
0 1 1 0 0 0 0 0 0 0 1 0 1 1 1	12	58
1 1 1 1 0 0 1 0 0 0 1 0 0 1 1	10	57