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Article: Platform Based Evolutionary Product Customization

TitlePlatform Based Evolutionary Product Customization
基于雙層進化的產品客戶化設計
Authors
Issue Date2005
PublisherShanghai Jiaotong University
Citation
Journal of Shanghai Jiaotong University, 2005, v. 39 n. 6, p. 857-863 How to Cite?
AbstractThis paper is concerned with the development of a methodology for customizing product designs from a product platform using genetic algorithm to satisfy customers’ requirements. The structure of the product platform was modeled by an AND/OR/RL tree. Each node in the tree denotes a module, a component or a variable. The optimal product design includes the structural design and its relevant parameters. Two-layer evolutionary algorithm was employed for identifying the optimal structure and its parameters. A case study on the worm gear reducer was given to illustrate the framework and the proof-of-the-concept prototype system while the framework must be further substantiated through more comprehensive case studies.
介紹了基于雙層進化的產品客戶化設計方法,并把進化技術拓展到產品的客戶化設計中.在產品平臺的基礎上,利用進化技術產生更多的變型產品.通過適應度函數的評價,進化后的滿意產品將滿足客戶的定制需求.最后通過實例驗證了該方法是有效的.
Persistent Identifierhttp://hdl.handle.net/10722/74585
ISSN
2015 SCImago Journal Rankings: 0.190

 

DC FieldValueLanguage
dc.contributor.authorRen, Zen_HK
dc.contributor.authorJiang, Zen_HK
dc.contributor.authorHuang, GQen_HK
dc.date.accessioned2010-09-06T07:02:47Z-
dc.date.available2010-09-06T07:02:47Z-
dc.date.issued2005en_HK
dc.identifier.citationJournal of Shanghai Jiaotong University, 2005, v. 39 n. 6, p. 857-863en_HK
dc.identifier.issn1006-2467-
dc.identifier.urihttp://hdl.handle.net/10722/74585-
dc.description.abstractThis paper is concerned with the development of a methodology for customizing product designs from a product platform using genetic algorithm to satisfy customers’ requirements. The structure of the product platform was modeled by an AND/OR/RL tree. Each node in the tree denotes a module, a component or a variable. The optimal product design includes the structural design and its relevant parameters. Two-layer evolutionary algorithm was employed for identifying the optimal structure and its parameters. A case study on the worm gear reducer was given to illustrate the framework and the proof-of-the-concept prototype system while the framework must be further substantiated through more comprehensive case studies.-
dc.description.abstract介紹了基于雙層進化的產品客戶化設計方法,并把進化技術拓展到產品的客戶化設計中.在產品平臺的基礎上,利用進化技術產生更多的變型產品.通過適應度函數的評價,進化后的滿意產品將滿足客戶的定制需求.最后通過實例驗證了該方法是有效的.-
dc.languageengen_HK
dc.languagechi-
dc.publisherShanghai Jiaotong University-
dc.relation.ispartofJournal of Shanghai Jiao Tong Universityen_HK
dc.titlePlatform Based Evolutionary Product Customizationen_HK
dc.title基于雙層進化的產品客戶化設計-
dc.typeArticleen_HK
dc.identifier.emailHuang, GQ: gqhuang@hkucc.hku.hken_HK
dc.identifier.authorityHuang, GQ=rp00118en_HK
dc.identifier.hkuros105269en_HK

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