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This "mutation operation" does not depend on errors intrinsic to the copy operation, but is externally imposed.
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Then, mutation operation is done on a few individuals.
Mutation operation is done with the rate of 0.1 on a few randomly selected individuals in each generation.
If the individual fruit fly meets the mutation condition, the mutation operation will be done as (17 ) and (18 ).
The operation did not go as intended.
That operation didn't work out.
But in this method, at each generation, crossover operation can only be implemented on one gene block, and mutation operation can only be done on one gene.
Step 6: Execute mutation operation on the reproduced chromosomes.
The first gene position of the segment gene is always the source segment, and this does not participate in the subsequent crossover and mutation operation.
Therefore, five pairs of chromosome are selected to perform the order crossover operation, whereas four chromosomes perform the heuristic mutation operation and the inversion mutation operation.
The new mutation operator is based on the four kinds of mutation operation in PGA, which eliminates the mutation probability.
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