A hybrid algorithm based on PSO and simulated annealing and its applications for partner selection in virtual enterprise

	A hybrid algorithm based on PSO and simulated annealing and its applications for partner selection in virtual enterprise
	Zhao, FQ ; Zhang, QY ; Yu, DM ; Chen, XH ; Yang, YH
刊名	ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS
	2005
卷号	3644 页码:380-389
ISSN号	0302-9743
英文摘要	Partner selection is a very popular problem in the research of virtual organization and supply chain management, the key step in the formation of virtual enterprise is the decision making on partner selection. In this paper, a activity network based multi-objective partner selection model is put forward. Then a new heuristic algorithm based on particle swarm optimization(PSO) and simulated annealing(SA) is proposed to solve the multi-objective problem. PSO employs a collaborative population-based search, which is inspired by the social behavior of bird flocking. It combines local search(by self experience) and global search(by neighboring experience), possessing high search efficiency. SA employs certain probability to avoid becoming trapped in a local optimum and the search process can be controlled by the cooling schedule. The hybrid algorithm combines the high speed of PSO with the powerful ability to avoid being trapped in local minimum of SA. We compare the hybrid algorithm to both the standard PSO and SA models, the simulation results show that the proposed model and algorithm are effective.
WOS研究方向	Computer Science
语种	英语
出版者	SPRINGER-VERLAG BERLIN
WOS记录号	WOS:000232528800040
状态	已发表
内容类型	期刊论文
源URL	[http://119.78.100.223/handle/2XXMBERH/35805]
专题	计算机与通信学院
通讯作者	Zhao, FQ
作者单位	1.Lanzhou Univ Technol, Coll Civil Engn, Lanzhou 730050, Peoples R China 2.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
推荐引用方式 GB/T 7714	Zhao, FQ,Zhang, QY,Yu, DM,et al. A hybrid algorithm based on PSO and simulated annealing and its applications for partner selection in virtual enterprise[J]. ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS,2005,3644:380-389.
APA	Zhao, FQ,Zhang, QY,Yu, DM,Chen, XH,&Yang, YH.(2005).A hybrid algorithm based on PSO and simulated annealing and its applications for partner selection in virtual enterprise.ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS,3644,380-389.
MLA	Zhao, FQ,et al."A hybrid algorithm based on PSO and simulated annealing and its applications for partner selection in virtual enterprise".ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS 3644(2005):380-389.