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Flow shop scheduling with a batch processor and limited buffer
Zhang, Cheng ; Shi, Zhongshun ; Huang, Zewen ; Wu, Yifan ; Shi, Leyuan
刊名INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
2017
关键词batch processor limited buffer flow shop total completion time differential evolution INCOMPATIBLE JOB FAMILIES DIFFERENTIAL EVOLUTION GENETIC ALGORITHMS 2-STAGE FLOWSHOP SETUP TIMES MACHINE OPTIMIZATION BLOCKING STORAGE
DOI10.1080/00207543.2016.1268730
英文摘要This paper addresses flow shop scheduling problem with a batch processor followed by a discrete processor. Incompatible job families and limited buffer size are considered, and the objective is to determine a schedule such that the total completion time is minimised. Flexible buffer service policy is designed, and a greedy heuristic together with the worst-case analysis is developed. We also propose a hybrid method involving a Differential Evolution algorithm. Moreover, two tight lower bounds are provided to measure the performances of the proposed algorithms. Numerical results demonstrate that the proposed algorithms are capable of providing high-quality solutions for large-scale problems within a reasonable computational time.; National Science Foundation [CMMI-1435800, CMMI-1536978]; National Science Foundation of China [71371015, 71690232]; SCI(E); ARTICLE; 11; 3217-3233; 55
语种英语
内容类型期刊论文
源URL[http://ir.pku.edu.cn/handle/20.500.11897/476078]  
专题工学院
推荐引用方式
GB/T 7714
Zhang, Cheng,Shi, Zhongshun,Huang, Zewen,et al. Flow shop scheduling with a batch processor and limited buffer[J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH,2017.
APA Zhang, Cheng,Shi, Zhongshun,Huang, Zewen,Wu, Yifan,&Shi, Leyuan.(2017).Flow shop scheduling with a batch processor and limited buffer.INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH.
MLA Zhang, Cheng,et al."Flow shop scheduling with a batch processor and limited buffer".INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2017).
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