Adaptive composite operator selection and parameter control for multiobjective evolutionary algorithm

Qiuzhen Lin, Zhiwang Liu,Qiao Yan,Zhihua Du,Carlos A. Coello Coello,Zhengping Liang,Wenjun Wang,Jianyong Chen

Information Sciences（2016）

引用 75|浏览41

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摘要

•An adaptive composite operator selection strategy is designed for MOEA/D.•Four evolutionary operator pools are used in our scheme.•The parameter settings for each operator pool are adjusted adaptively.•Our algorithm is better than other MOEA/D variants on WFG and UF problems.

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关键词

Adaptive composite operator selection,Adaptive parameters tuning,Differential evolution,Decomposition

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