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International Conference on Advanced in Control Engineering and Information Science (CEIS)

作者： Shan, Quan Chen, Yan NE Univ Qinhuangdao Automat Engn Dept Qinhuangdao 066004 Peoples R China

Modular design includes module identification and module assembly. To obtain the optimization project of module identification, the assured customer requirements must be gained. So, the gain technology of assured customer requirements, which using gray system theory, is proposed in this paper. Then, the assured customer requirements should be change to the factors of product function, performance, physics and so on. After to gain above factors' relation matrix, a synthesis design structure matrix can be obtain. An optimization function which based on the axiomatic design theory is established. Then, a new numerical optimization approach about product module identification, which used improved harmony search algorithm, is presented in this paper. This approach is tested several times. The optimization project can be attaining at each time. The result demonstrates the feasibility of the proposed approaches. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [CEIS 2011]

关键词： product module identification Customer Requirements Gray System Theory Improved Harmony Search Algorithm

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product module identification Based on Assured Customer Requirements

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Procedia Engineering 2011年 15卷 5313-5317页

作者： Quan Shan Yan Chen Automation Engineering Department Northeastern University at Qinhuangdao Qinhuangdao 066004 China

Modular design includes module identification and module assembly. To obtain the optimization project of module identification, the assured customer requirements must be gained. So, the gain technology of assured customer requirements, which using gray system theory, is proposed in this paper. Then, the assured customer requirements should be change to the factors of product function, performance, physics and so on. After to gain above factors’ relation matrix, a synthesis design structure matrix can be obtain. An optimization function which based on the axiomatic design theory is established. Then, a new numerical optimization approach about product module identification, which used improved harmony search algorithm, is presented in this paper. This approach is tested several times. The optimization project can be attaining at each time. The result demonstrates the feasibility of the proposed approaches.

关键词： product module identification Customer Requirements Gray System Theory Improved Harmony Search Algorithm

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Harmony Search Algorithm and Its Application to product module identification

Harmony Search Algorithm and Its Application to Product Modu...

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International Conference on Automation, Communication, Architectonics and Materials

作者： Shan, Quan Chen, Yan Northeastern Univ Automat Engn Dept Qinhuangdao 066004 Peoples R China

ISBN: (纸本)9783037851036

Point to product module identification, a new optimization method is proposed in this paper. This approach uses the harmony search (HS) algorithm with the synthesis design structure matrix (DSM). The synthesis DSM thinks a series of property correlations facing the product lifecycle, such as function, geometer, physics, assistant and so on. An optimization function for module identification, based on the axiomatic design theory, is established. This optimization approach, which used HS algorithm, is tested several times and compared with other classical algorithms, such as simulated annealing algorithm (SAA) and genetic algorithm (GA). The result demonstrates the feasibility of the proposed approaches.

关键词： Modular design product module identification Harmony Search Algorithm

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