On convergence analysis of multi-objective particle swarm optimization algorithm

Gang Xu,Kun Luo,Guoxiu Jing,Xiang Yu, Xiaojun Ruan,Jun Song

European Journal of Operational Research（2020）

引用 20|浏览3

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摘要

•The convergence metric of the original MOPSO is defined.•Probability theory is applied to analyze the convergence of the convergence metric sequence.•The original MOPSO cannot guarantee global convergence with probability one.•The improved vision of the original MOPSO is a global convergence algorithm.

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关键词

Global optimization,Particle swarm optimization,Multi-objective optimization,Convergence,Probability

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