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Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production
Lin S(林硕); Luan FJ(栾方军); Han ZH(韩忠华); Lv XS(吕希胜); Zhou XF(周晓锋); Liu W(刘炜)
Department数字工厂研究室
Source PublicationChinese Journal of Chemical Engineering
ISSN1004-9541
2014
Volume22Issue:7Pages:742-747
Indexed BySCI ; EI ; CPCI(ISTP) ; CSCD
EI Accession number20143518100339
WOS IDWOS:000340740200003
CSCD IDCSCD:5212946
Contribution Rank2
KeywordAlgorithms Genetic Algorithms Linear Programming Scheduling
AbstractSteel-making and continuous/ingot casting are the key processes of modern iron and steel enterprises. Bilevel programming problems (BLPPs) are the optimization problems with hierarchical structure. In steel-making production, the plan is not only decided by the steel-making scheduling, but also by the transportation equipment. This paper proposes a genetic algorithm to solve continuous and ingot casting scheduling problems. Based on the characteristics of the problems involved, a genetic algorithm is proposed for solving the bilevel programming problem in steel-making production. Furthermore, based on the simplex method, a new crossover operator is designed to improve the efficiency of the genetic algorithm. Finally, the convergence is analyzed. Using actual data the validity of the proposed algorithm is proved and the application results in the steel plant are analyzed.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectEngineering, Chemical
WOS KeywordSYSTEM
WOS Research AreaEngineering
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Cited Times:2[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/15061
Collection数字工厂研究室
Corresponding AuthorLin S(林硕)
Affiliation1.Information and Control Engineering Faculty, Shenyang Jianzhu University, Shenyang 110168, China
2.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
3.School of Information Science and Engineering, Northeastern University, Shenyang 110004, China
Recommended Citation
GB/T 7714
Lin S,Luan FJ,Han ZH,et al. Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production[J]. Chinese Journal of Chemical Engineering,2014,22(7):742-747.
APA Lin S,Luan FJ,Han ZH,Lv XS,Zhou XF,&Liu W.(2014).Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production.Chinese Journal of Chemical Engineering,22(7),742-747.
MLA Lin S,et al."Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production".Chinese Journal of Chemical Engineering 22.7(2014):742-747.
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