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Research on the Improved Dragonfly Algorithm-Based Flexible Flow-Shop Scheduling
Han ZH(韩忠华)1,2,3,4; Zhang, Jingyuan1; Lin S(林硕)1; Liu, Chunguang5
Department数字工厂研究室
Conference Name11th International Conference on Modelling, Identification and Control, ICMIC 2019
Conference DateJuly 13-15, 2019
Conference PlaceTianjin, China
Source PublicationProceedings of the 11th International Conference on Modelling, Identification and Control, ICMIC 2019
PublisherSpringer
Publication PlaceBerlin
2019
Pages205-214
Indexed ByEI ; CPCI(ISTP)
EI Accession number20195207924015
WOS IDWOS:000612991700020
Contribution Rank1
ISSN1876-1100
ISBN978-981-15-0473-0
KeywordFlexible flow-shop Limited buffer Dragonfly algorithm Simulating anneal
AbstractCompared with the classic flexible flow shop, limited buffer flexible flow shop may have a limited buffer production blockage, which will increase the complexity and uncertainty of the scheduling process. In order to solve the limited-buffer flexible flow-shop scheduling problem (LBFFSP), a mathematical programming model of limited buffer flexible flow shop is established and an Improved Dragonfly Algorithm (IDA) is proposed to solves this problem. Based on the standard Dragonfly Algorithm (DA), the idea of Simulated Anneal (SA) is combined to improve the ability of the algorithm to jump out local extremum and the algorithm combines the standard Dragonfly Algorithm (DA) with the Simulated Anneal (SA) idea to improve the ability to jump out local extremum and improve its persistence.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/26137
Collection数字工厂研究室
Corresponding AuthorZhang, Jingyuan
Affiliation1.Faculty of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, Liaoning 110168, China
2.Department of Digital Factory, Shenyang Institute of Automation, The Chinese Academy of Sciences (CAS), Shenyang 110016, China
3.Key Laboratory of Network Control System, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
4.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
5.Editorial Department, Journal of Shenyang Jianzhu University, Shenyang, China
Recommended Citation
GB/T 7714
Han ZH,Zhang, Jingyuan,Lin S,et al. Research on the Improved Dragonfly Algorithm-Based Flexible Flow-Shop Scheduling[C]. Berlin:Springer,2019:205-214.
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