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题名: Application of self-adaptive evolution strategy de algorithm based on optimal objective of due date in HFSP
作者: Miao, Yu; Lv XS(吕希胜); Chen Z(陈喆); Guo DQ(郭大权)
作者部门: 数字工厂研究室
会议名称: 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议日期: June 8-12, 2015
会议地点: Shenyang, China
会议录: 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议录出版者: IEEE
会议录出版地: Piscataway, NJ, USA
出版日期: 2015
页码: 1491-1495
收录类别: EI ; CPCI(ISTP)
ISSN号: 2379-7711
ISBN号: 978-1-4799-8730-6
关键词: self-adaptive DE algorithm ; evolutionary strategy ; scheduling HFSP ; earliness/tardiness
摘要: For the due date of hybrid flow shop scheduling problem, An Evolutionary strategy for adaptive differential evolution algorithm is used for the Method for production scheduling. The initial population establishment Method based on the probability distribution of delivery of the finished procedure is proposed. Self-adaptive DE algorithm is used for global optimization. The Procedure of Time and sequence is determined by Local assignment rules. Fitness function is structured through that the delivery period by the earliness / tardiness penalties to join the hybrid flow shop scheduling optimization process. Delivery of hybrid flow shop earliness and tardiness scheduling model is structured to realize the global assigned of production task. Some of production of work piece machining path will be determined. Comparative analysis of the results of numerical calculation through multi - group program proves that self-adaptive DE algorithm achieves better results in solving hybrid flow shop delivery of hybrid flow shop scheduling problem.
语种: 英语
产权排序: 1
WOS记录号: WOS:000380502300272
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/18524
Appears in Collections:数字工厂研究室_会议论文

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Recommended Citation:
Miao, Yu,Lv XS,Chen Z,et al. Application of self-adaptive evolution strategy de algorithm based on optimal objective of due date in HFSP[C]. 见:2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). Shenyang, China. June 8-12, 2015.
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