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4.1, a modified mutation operation is required.
The mutation operation is illustrated in Fig. 3.
The mutation operation is not executed in every iteration.
In the PSO, the particle evolving equations are redefined and a mutation operation is added.
The purpose of mutation operation is to produce new individuals and expand the searching scope.
Once again, due to the nature of the chromosome, the modified mutation operation is required.
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Actually GTHA can be categorized as an improved GA with its mutation operation being replaced by Tabu algorithm.
One is a PGA with roulette selection and elitist selection in which four new kinds of mutation operation are proposed.
The disadvantages of conventional genetic algorithm for distribution network reconfiguration that a huge number of unfeasible solutions which result in very low search efficiency brought in the process of crossover and mutation operation are completely overcome.
An evolutionary optimization algorithm dealing with a population of cycles evolving by the crossing, and the mutation operations is developed.
With an eye to improve the performance of classical DE, in this paper, a DE algorithm combined with truncated Lévy flight random walks and a population diversity measure (DEL) to improve the crossover and mutation operations is designed to help avoiding premature convergence effectively.
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