Cost optimization problem of hybrid flow-shop based on PSO algorithm

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	Cost optimization problem of hybrid flow-shop based on PSO algorithm
	Han ZH(韩忠华); Ma Xiaofu; Yao LL(姚丽丽); Shi HB(史海波)
	2012
会议名称	2012 2nd International Conference on Materials Science and Information Technology, MSIT 2012
会议日期	August 24, 2012 - August 26, 2012
会议地点	Xi
关键词	Costs Global optimization Information technology Materials science Particle swarm optimization (PSO) Scheduling
页码	1616-1620
通讯作者	韩忠华
中文摘要	A PSO-algorithm-based job scheduling method that takes production cost as optimization object is presented in this paper. The cost optimization model of HFSP, in which production cost is considered as an optimal factor, is constructed. PSO is used to take global optimization, make the production task assignment and find which machine the jobs should be assigned at each stage, which is also called the process route of the job. After that the local assignment rules are used to determine the job's starting time and processing sequence at each stage. The total production cost converted by time-based scheduling results is comprehensively considering the processing cost, waiting costs, and the products storage costs. The numerical results show the effectiveness of the algorithm after comparing between multi-group programs.
收录类别	EI
产权排序	1
会议录	Advanced Materials Research
会议录出版者	Trans Tech Publications
会议录出版地	Clausthal-Zellerfeld, Germany
语种	英语
ISBN号	978-3-03785-438-9
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/10128]
专题	沈阳自动化研究所_自动化系统研究室
推荐引用方式 GB/T 7714	Han ZH,Ma Xiaofu,Yao LL,et al. Cost optimization problem of hybrid flow-shop based on PSO algorithm[C]. 见:2012 2nd International Conference on Materials Science and Information Technology, MSIT 2012. Xi. August 24, 2012 - August 26, 2012.