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The mutation operator adopts "Nonuniform Mutation" [18].
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In the proposed algorithm, the mutation operator adopted is tabu search mutation operator.
In order to alleviate such difficulties and improve solution quality, the mutation operator is adopted from the genetic algorithm.
An improved chromosome representation is used to conveniently represent a solution of the FJSP, and different strategies for crossover and mutation operator are adopted.
To allow the algorithm to jump out of local optima, the adaptive mutation probabilities are presented and the stem-loop mutation operator is adopted with the other mutation operators.
The difference between these methods lies in the mutation operator, where the former adopts polynomial mutation, whereas the latter applies adaptive Gaussian mutation guided by preferred regions.
IGA integrates many cross operator, mutation operator and reattempt operation.
Mutation Mutation operator makes a new mutated chromosome by making a random modification.
In this paper, the crossover operator adopts double-cut-point crossover and the mutation operator is implemented through power disturbance.
Thus, the complexity of crossover stage is O(N c P Size ). (6) Mutation: because the uniform mutation is adopted and the mutated gene is picked randomly from the chromosome, the mutation operator needs N c P Size steps to fill overall populations.
The new mutation operator is based on the four kinds of mutation operation in PGA, which eliminates the mutation probability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com