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Flexible flow shop equipment utilization rate with time window constraints scheduling optimization problems
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
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
会议录名称6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016
出版者IEEE
出版地Piscataway, NJ, USA
2016
页码483-488
收录类别EI ; CPCI(ISTP)
EI收录号20164302940219
WOS记录号WOS:000389835200090
产权排序1
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
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/19292
专题数字工厂研究室
通讯作者Han ZH(韩忠华)
作者单位1.Faculty of Information and Control Engineering, Shenyang Jianzhu University, China
2.Department of Digital Factory, Shenyang Institute of Automation, CAS, Shenyang, China
3.Faculty of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China
4.Department of Electrical Engineering, Sichuan College of Architectural Technology, Deyang, China
推荐引用方式
GB/T 7714
Han ZH,Sun, Yue,Xu, Ce,et al. Flexible flow shop equipment utilization rate with time window constraints scheduling optimization problems[C]. Piscataway, NJ, USA:IEEE,2016:483-488.
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