An Angle-based Many-Objective evolutionary algorithm with Shift-based density estimation and sum of objectives

Jianlin Zhang,Jie Cao,Fuqing Zhao,Zuohan Chen

Expert Systems with Applications（2022）

引用 2|浏览21

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摘要

•The proposed algorithm is effective for solving many-objective problems.•Shift-based estimation and sum of objectives can reserve the excellent solutions.•An angle-based selection strategy can improve the diversity of solutions.•Experimental results have been presented by using Wilcoxon’s rank-sum test.

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关键词

Many-objective optimization,Angle-based selection,Shift-based density estimation,Evolutionary optimization

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