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Article: Platform Based Evolutionary Product Customization
Title | Platform Based Evolutionary Product Customization 基于雙層進化的產品客戶化設計 |
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Authors | |
Issue Date | 2005 |
Publisher | Shanghai Jiaotong University |
Citation | Journal of Shanghai Jiaotong University, 2005, v. 39 n. 6, p. 857-863 How to Cite? |
Abstract | This 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 Identifier | http://hdl.handle.net/10722/74585 |
ISSN | 2023 SCImago Journal Rankings: 0.213 |
DC Field | Value | Language |
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dc.contributor.author | Ren, Z | en_HK |
dc.contributor.author | Jiang, Z | en_HK |
dc.contributor.author | Huang, GQ | en_HK |
dc.date.accessioned | 2010-09-06T07:02:47Z | - |
dc.date.available | 2010-09-06T07:02:47Z | - |
dc.date.issued | 2005 | en_HK |
dc.identifier.citation | Journal of Shanghai Jiaotong University, 2005, v. 39 n. 6, p. 857-863 | en_HK |
dc.identifier.issn | 1006-2467 | - |
dc.identifier.uri | http://hdl.handle.net/10722/74585 | - |
dc.description.abstract | This 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.language | eng | en_HK |
dc.language | chi | - |
dc.publisher | Shanghai Jiaotong University | - |
dc.relation.ispartof | Journal of Shanghai Jiao Tong University | en_HK |
dc.title | Platform Based Evolutionary Product Customization | en_HK |
dc.title | 基于雙層進化的產品客戶化設計 | - |
dc.type | Article | en_HK |
dc.identifier.email | Huang, GQ: gqhuang@hkucc.hku.hk | en_HK |
dc.identifier.authority | Huang, GQ=rp00118 | en_HK |
dc.identifier.hkuros | 105269 | en_HK |