用带修复机制的进化算法求解离散多目标问题

Proceedings of the 44th IEEE 2001 Midwest Symposium on Circuits and Systems. MWSCAS 2001 (Cat. No.01CH37257) Pub Date : 2001-08-14 DOI:10.1109/MWSCAS.2001.986213

J. Zydallis, G. Lamont

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引用次数: 7

摘要

用进化算法求解现实世界中的多目标问题是一个日益受到关注的领域。本文将基于构建块的进化算法应用于现实世界中的离散多目标问题。必须设计并采用约束处理方法。详细描述了该方法及其修复机制，并进行了统计分析。

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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Solving of discrete multiobjective problems using an evolutionary algorithm with a repair mechanism

The solving of real-world multiobjective problems (MOPs) with an evolutionary algorithm (EA) is an increasing area of interest Presented in this paper is the application of a building block based EA to a real-world discrete MOP. A constraint handling method had to be designed and employed. The description of this method and the repair mechanism instrumental in repairing infeasible solutions is described in detail along with statistical analysis.

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Proceedings of the 44th IEEE 2001 Midwest Symposium on Circuits and Systems. MWSCAS 2001 (Cat. No.01CH37257)

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