Sentence examples for operation mutation from inspiring English sources

After the crossover operation, mutation is performed to maintain the diversity of solution space and to avoid getting stuck at a local optimum.

On the other hand, the operation mutation perturbs the steady state of each chromosome by randomly toggling very few bits to evolve into new child chromosomes.

These are cell-number mutation operator (SM1), machine-number mutation operator (SM2), machine-inter-cell mutation operator (SM3), machine-intra-cell mutation operator (SM4), machine-location mutation operator (SM5), route-volume mutation operator (SM6) and part-operation mutation operator (SM7).

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.

The optimization process in DE is carried out with three basic operations: mutation, crossover and selection.

A population of these individuals is then iteratively altered by three operations: mutation (with preference for less fit individuals), selection, and crossover (preferentially choosing higher scoring individuals) [ 217].

In this paper, domain-dependent heuristics are encoded into crossover operations, mutations of genetic algorithm (GA) to solve this problem.

The edit distance relies on the alignment between two strings of (potentially) different length; its definition is based on dynamic programming [ Jones and Pevzner, 2004] and reflects the minimum number of editing operations (mutations, insertions and deletions) needed to transform one string into another.

Its intelligent operation-balancing mutation operator swaps data blocks between hogs and slackers to explore new balance points.

Operation vector mutation This second operator selects randomly two indexes index1 and index2 from the operation vector OS.

The central idea of evolutionary game algorithm [14] includes "choice" operation and "mutation" operation.