A hybrid PSO and Shuffled complex evolution algorithm for order assignment problem in holonic manufacturing system

doi:10.4028/www.scientific.net/AMR.97-101.2213

	A hybrid PSO and Shuffled complex evolution algorithm for order assignment problem in holonic manufacturing system
	Zhao, Fuqing 1,3; Zou, Jianhua 2,3; Sheng, Shangxiong 1
	2010
会议日期	December 26, 2009 - December 28, 2009
会议地点	Zhuhai, China
关键词	Algorithms Cost reduction Manufacture Multi agent systems Traveling salesman problem Evaluation models Evolution algorithms Holonic manufacturing system Holonic Manufacturing Systems Hybrid PSO Leadtime Manufacturing system Market dynamics Operation cost Operation process Order assignment Shuffled Complex Evolution Shuffled complex evolution algorithms Simulation result
卷号	97-101
DOI	10.4028/www.scientific.net/AMR.97-101.2213
页码	2213-2216
英文摘要	Today's market dynamics have made operation process in manufacturing system extremely complex and difficult. Enterprise need to continuous adjust its strategies on evaluating and designing their task and order assignment methods to provide products at the lowest possible cost while reducing the total lead time. The evaluation model based on Holonic Manufacturing System is presented in this paper. The model incorporates operation cost and lead time as the object. A hybrid PSO algorithm with Shuffled Complex Evolution Algorithm(SCE) is utilized to compute the combination optimum for Order assignment problem . Simulation result shows that the model and the algorithm are effective to the problem. © (2010) Trans Tech Publications.
会议录	Advanced Materials Research
会议录出版者	Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany
会议录出版地	KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND
语种	英语
资助项目	National Natural Science Foundation of GanSu Province[3ZS062-B25-033]
ISSN号	10226680
WOS研究方向	Materials Science
WOS记录号	WOS:000279864701092
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/116999]
专题	国际合作处（港澳台办）
通讯作者	Zhao, Fuqing
作者单位	1.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China 2.Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710049, Peoples R China 3.Xi An Jiao Tong Univ, Syst Engn Inst, Xian 710049, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Fuqing,Zou, Jianhua,Sheng, Shangxiong. A hybrid PSO and Shuffled complex evolution algorithm for order assignment problem in holonic manufacturing system[C]. 见:. Zhuhai, China. December 26, 2009 - December 28, 2009.