Simulation Optimization for MRO Systems Operations

doi:10.1142/S0217595917500038

CORC > 北京大学 > 工学院

	Simulation Optimization for MRO Systems Operations
	Liu, Pai ; Zhang, Xi ; Shi, Zhongshun ; Huang, Zewen
刊名	ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH
	2017
关键词	Remanufacturing stochastic routings total weighted tardiness simulation nested partitions BUDGET ALLOCATION M-MACHINE ALGORITHMS MAINTENANCE EFFICIENCY OVERHAUL REPAIR
DOI	10.1142/S0217595917500038
英文摘要	In this paper, we address the scheduling issues in a class of maintenance, repair and overhaul systems. By considering all key characteristics such as disassembly, material recovery uncertainty, material matching requirements, stochastic routings and variable processing times, the scheduling problem is formulated into a simulation optimization problem. To solve this difficult problem, we developed two hybrid algorithms based on nested partitions method and optimal computing budged allocation technology. Asymptotic convergence of these two algorithms is proved and numerical results show that the proposed algorithms can generate high quality solutions which outperform the performance of many heuristics.; National Science Foundation of China [71371015, 71690232, 71201002]; Special Research Funds in Public Welfare Sector of China [201413003]; SCI(E); ARTICLE; 2; 34
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/474227]
专题	工学院
推荐引用方式 GB/T 7714	Liu, Pai,Zhang, Xi,Shi, Zhongshun,et al. Simulation Optimization for MRO Systems Operations[J]. ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH,2017.
APA	Liu, Pai,Zhang, Xi,Shi, Zhongshun,&Huang, Zewen.(2017).Simulation Optimization for MRO Systems Operations.ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH.
MLA	Liu, Pai,et al."Simulation Optimization for MRO Systems Operations".ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH (2017).