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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
Department数字工厂研究室
Conference Name6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016
Conference DateJune 19-22, 2016
Conference PlaceChengdu, China
Source Publication6th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2016
PublisherIEEE
Publication PlacePiscataway, NJ, USA
2016
Pages483-488
Indexed ByEI ; CPCI(ISTP)
EI Accession number20164302940219
WOS IDWOS:000389835200090
Contribution Rank1
ISSN2379-7711
ISBN978-1-5090-2732-3
KeywordFlexible Flow Shop Scheduling Equipment Utilization Rate Time Window Adaptive Cga Algorithm
AbstractTowards 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.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/19292
Collection数字工厂研究室
Corresponding AuthorHan ZH(韩忠华)
Affiliation1.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
Recommended Citation
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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