计算机工程与应用Issue(18)：239-242,4.DOI:10.3778/j.issn.1002-8331.1309-0154
产品设计模块聚类的多目标优化及其应用研究
Module product design clustering multi-objective optimization and its application research
梁贤烨 1王永娟 1方峻1
作者信息
- 1. 南京理工大学 机械工程学院，南京 210094
- 折叠
摘要
Abstract
Clustering design module is a crucial step in module product design. In order to fulfill various demands in prac-tice applications, this paper uses multi-objective optimization to cluster DSM. This method uses PSO to establish non dominated solution set, and then selects the best solution from the set. In order to adjust particle velocity in the optimiza-tion algorithm, this paper proposes a new easy encoded mode to encode DSM, then calculates relation information flow of each cluster in fitness function, and utilizes crowding distance to delete redundant solution in non dominated solution set. This paper uses a simple case to verify the method.关键词
协同设计/设计结构矩阵/粒子群算法/多目标优化Key words
collaborative design/design structure matrix/particle swarm optimization/multi-objective optimization分类
信息技术与安全科学引用本文复制引用
梁贤烨,王永娟,方峻..产品设计模块聚类的多目标优化及其应用研究[J].计算机工程与应用,2015,(18):239-242,4.
