Self-learning differential evolution algorithm for dynamic polycentric problems

Self-learning differential evolution algorithm for dynamic polycentric problems

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A novel self-learning differential evolution algorithm is proposed to solve dynamical multi-center optimization problems.The approach of re-evaluating some specific individuals is used to monitor environmental changes.The proposed self-learning operator guides the evolutionary group to a new environ...

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Bibliographic Details
Main Authors: Xing-bao LIU, Jian-ping YIN, Chun-hua HU, Rong-yuan CHEN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2015-07-01
Series:Tongxin xuebao
Subjects:
evolutionary computation
dynamic optimization
self-learning mechanism
differential evolution
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015154/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015154/

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