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After the crossover action, the mutation operator changes some genes of the chromosome.
The bitwise complement mutation operator changes one binary value to the opposite within every substring such as 0 1 or 1 0.
The mutation operator changes several bits of the chromosome string stochastically with a small probability P m, namely turning 0 to 1 and 1 to 0. The mutation operator is very important to recoup the loss of colony diversity.
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The part-operation mutation operator (SM7) changes the matrix P _ L _ O p _ Q P, L, O p, t by selecting an operation of a part and changing the machine assigned to process that operation.
Mutation operator randomly changes one or more genes of a selected chromosome to increase the structural variability of the population.
The cell-number mutation operator (SM1) changes the number of formed cells by adding or removing a formed cell.
The machine-number mutation operator (SM2) changes the matrices N P M, t, N p l u s M, t and N m i n u s M, t by adding or removing a duplicate of a machine type or concurrently removing a duplicate of a machine type and then adding a duplicate of another machine type.
The route-volume mutation operator (SM6) changes the matrices P _ L _ O p _ Q P, L, O p, t, V P, t and O P, t by increasing or decreasing the production lot volumes of some defined routes for a part which results in modification of internal production volume of that part or concurrently decreasing a portion of a production lot and then increasing same volume to another production lot.
The mutation operator randomly changes the location of the local clock.
The mutation operator made small random changes in the individuals in the population, which provided genetic diversity and could the GA to search a broader space (Beasley et al. 1993; Johnson and Rahmat-Samii 1997).
To increase the diversity of structure, mutation operator is used to change the number of active rules for particles.
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