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题名:
Flexible flow shop equipment utilization rate with time window constraints scheduling optimization problems
作者: Han ZH(韩忠华); Sun, Yue; Xu, Ce; Dong XT(董晓婷); Lv, Zhe
作者部门: 数字工厂研究室
通讯作者: 韩忠华
会议名称: 6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016
会议日期: June 19-22, 2016
会议地点: Chengdu, China
会议录: 6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016
会议录出版者: IEEE
会议录出版地: Piscataway, NJ, USA
出版日期: 2016
页码: 483-488
收录类别: EI ; CPCI(ISTP)
ISSN号: 2379-7711
ISBN号: 978-1-5090-2732-3
关键词: flexible flow shop scheduling ; equipment utilization rate ; time window ; adaptive CGA algorithm
摘要: Towards to the utilization optimization problem of a flexible flow shop equipment with time window constraints, this paper proposed an information entropy-based adaptive CGA algorithm to solve the problem, and constructed the flexible flow shop production scheduling model with time window constraints. Global optimization procedure used adaptive CGA optimization algorithm, and simultaneously optimized online ordering and parallel station allocation. Time window constraints are used to control starting time of job during local optimization and the processing path and processing order of production jobs are determined through population designating distribution information and FIFO rule information to achieve the purpose of improving equipment utilization rate and production resources optimization. By comparing and analyzing the numerical results of the multi-group schemes, the improved adaptive CGA algorithm is proved effectiveness to solve the flexible flow shop equipment utilization rate optimization problem.
语种: 英语
产权排序: 1
EI收录号: 20164302940219
WOS记录号: WOS:000389835200090
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/19292
Appears in Collections:数字工厂研究室_会议论文

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Recommended Citation:
Han ZH,Sun, Yue,Xu, Ce,et al. Flexible flow shop equipment utilization rate with time window constraints scheduling optimization problems[C]. 6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016. Chengdu, China. June 19-22, 2016.Flexible flow shop equipment utilization rate with time window constraints scheduling optimization problems.
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