Adaptive Differential Evolution With Information Entropy-Based Mutation Strategy

Adaptive Differential Evolution With Information Entropy-Based Mutation Strategy

In order to balance the exploration and exploitation ability of differential evolution (DE), different mutation strategy for different evolutionary stages may be effective. An adaptive differential evolution with information entropy-based mutation strategy (DEIE) is proposed to divide the evolutiona...

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Bibliographic Details
Main Authors: Liujing Wang, Xiaogen Zhou, Tengyu Xie, Jun Liu, Guijun Zhang
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Differential evolution
information entropy
mutation strategy
evolutionary stages
Markov state model
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Online Access:https://doaj.org/article/e7a2af574f9b49599cb645fb7c31f479
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https://doaj.org/article/e7a2af574f9b49599cb645fb7c31f479

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