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Product module identification based on PSO

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A numerical optimization method for module identification based on particle swarm optimization (PSO) algorithm is proposed. A series of property correlations facing the product lifecycle are divided into functional, geometrical, physical and auxiliary ones, and the synthesis design structure matrix (DSM) is obtained. The optimization function for module identification is then established based on the principle of axiomatic design (i.e., close cohesion and loose coupling). Finally, the numerical optimization method for product module identification is implemented using PSO. Solutions is provided for some key issues such as constructing the integrated relationship matrix, building the objective optimization function, creating the numerical optimization process and encoding schema. An example is presented to demonstrate the feasibility of the proposed approaches.

源语言英语
主期刊名2008 International Symposium on Information Science and Engineering, ISISE 2008
231-235
页数5
DOI
出版状态已出版 - 2008
活动2008 International Symposium on Information Science and Engineering, ISISE 2008 - Shanghai, 中国
期限: 20 12月 200822 12月 2008

出版系列

姓名2008 International Symposium on Information Science and Engineering, ISISE 2008
1

会议

会议2008 International Symposium on Information Science and Engineering, ISISE 2008
国家/地区中国
Shanghai
时期20/12/0822/12/08

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