多目标遗传局部搜索中局部搜索初始解的选择

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Pub Date : 2002-05-12 DOI:10.1109/CEC.2002.1007053

H. Ishibuchi, Tadsahi Yoshida, T. Murata

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引用次数: 25

摘要

在多目标遗传局部搜索(MOGLS)算法中，局部搜索通常应用于遗传操作产生的所有子代。本文提出了一种只选择好的子代作为局部搜索初始解的思想。仿真结果表明，该方法显著提高了MOGLS算法的搜索能力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Selection of initial solutions for local search in multiobjective genetic local search

In multiobjective genetic local search (MOGLS) algorithms, the local search is usually applied to all offsprings generated by genetic operations. This paper proposes an idea of selecting only good offsprings as initial solutions for the local search. Simulation results show that the proposed idea significantly improves the search ability of MOGLS algorithms.

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Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

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