GA-SA/CPM/Markov based dynamic risk-management planning for virtual enterprises

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	GA-SA/CPM/Markov based dynamic risk-management planning for virtual enterprises
	Jiang GJ(姜冠杰); Huang M(黄敏); Xu, Chunhui; Wang XW(王兴伟)
刊名	Journal of Intelligent Manufacturing
	2015
卷号	26 期号:5 页码:899-910
关键词	Virtual enterprise Dynamic risk-management planning Genetic algorithm Simulated annealing Critical path method Markov process
ISSN号	0956-5515
通讯作者	黄敏
产权排序	2
中文摘要	A virtual enterprise (VE) is always in an environment with unpredictable change and dynamic markets. Therefore, a VE is more susceptible to risks. Minimizing risk in the operation of a project and ensuring success are major issues to concern in VEs. This paper develops a novel three-level dynamic risk-management planning model for VEs focusing on project organization mode and dynamic features of risk with the objective to maximize the completion probability under the constraints of cost, due date, and quality. The first level adopts non-linear integer programming techniques, the second level is about risk evaluation for the whole project based on network analysis, and the third level is on a Markov process based single process risk evaluation. An algorithm of integrated genetic algorithm plus simulated annealing/critical path method/Markov (GA–SA/CPM/Markov) is then designed to solve the problem and compared with GA and SA respectively. Experimental results show that the proposed algorithm is effective and the three-level model can deal with dynamic risks for VEs.
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000361486200006
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/14733]
专题	沈阳自动化研究所_工业控制网络与系统研究室
推荐引用方式 GB/T 7714	Jiang GJ,Huang M,Xu, Chunhui,et al. GA-SA/CPM/Markov based dynamic risk-management planning for virtual enterprises[J]. Journal of Intelligent Manufacturing,2015,26(5):899-910.
APA	Jiang GJ,Huang M,Xu, Chunhui,&Wang XW.(2015).GA-SA/CPM/Markov based dynamic risk-management planning for virtual enterprises.Journal of Intelligent Manufacturing,26(5),899-910.
MLA	Jiang GJ,et al."GA-SA/CPM/Markov based dynamic risk-management planning for virtual enterprises".Journal of Intelligent Manufacturing 26.5(2015):899-910.