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题名:
Multiple rules decision-based DE solution for the earliness-tardiness case of hybrid flow-shop scheduling problem
作者: Han ZH(韩忠华); Shi HB(史海波); Qiao F(乔枫); Yue L(岳磊)
作者部门: 自动化系统研究室
关键词: Combinatorial optimization ; Evolutionary algorithms ; Global optimization ; Knowledge representation
刊名: International Journal of Modelling, Identification and Control
ISSN号: 1746-6172
出版日期: 2012
卷号: 16, 期号:2, 页码:97-107
收录类别: EI
产权排序: 1
摘要: The earliness/tardiness (E/T) case of hybrid flow-shop scheduling problem (HFSP) is an NP hard problem, which is difficult to deal with; however, the existence of the multi-rules relating to the practical production increases the complexity of this problem. How to solve the combinatorial optimisation problem effectively and optimally is still an open issue today. In this paper, the joint scheduling strategy of differential evolution (DE) algorithm and factor space-based multiple rules decision method is used to solve this E/T scheduling problem. Firstly, DE algorithm is used to make global assignment and obtain each job's process route. Secondly, factor space method is used to describe the scheduling rules in production process; then a scheduling decision method based on variable weight comprehensive function is considered to figure out the jobs' operating priority in buffer area during the local production assignment between stages; subsequently the starting time of each job can be determined. Finally, under the constraints of the due-date and multiple production rules, the global optimisation with the minimal penalty sum of E/T is obtained. Several scheme comparisons with experiment results show the effectiveness of the proposed method. Copyright © 2012 Inderscience Enterprises Ltd.
语种: 英语
EI收录号: 20122415105381
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/10274
Appears in Collections:自动化系统研究室_期刊论文

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Recommended Citation:
Han ZH,Shi HB,Qiao F,et al. Multiple rules decision-based DE solution for the earliness-tardiness case of hybrid flow-shop scheduling problem[J]. International Journal of Modelling, Identification and Control,2012,16(2):97-107.
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文件名: Multiple rules decision-based DE solution for the earliness-tardiness case of hybrid flow-shop scheduling problem.pdf
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