Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production
文献类型：期刊论文
| 作者 | 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)
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| 刊名 | Chinese Journal of Chemical Engineering
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| 出版日期 | 2014 |
| 卷号 | 22期号:7页码:742-747 |
| 关键词 | Algorithms Genetic algorithms Linear programming Scheduling |
| ISSN号 | 1004-9541 |
| 产权排序 | 2 |
| 通讯作者 | 林硕 |
| 中文摘要 | Steel-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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Chemical |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | SYSTEM |
| 收录类别 | SCI ; EI ; CPCI（ISTP） ; CSCD |
| 语种 | 英语 |
| WOS记录号 | WOS:000340740200003 |
| 源URL | [http://ir.sia.cn/handle/173321/15061]  |
| 专题 | 沈阳自动化研究所_数字工厂研究室 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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