中国科学院沈阳自动化研究所机构知识库
Advanced  
SIA OpenIR  > 数字工厂研究室  > 期刊论文
题名: Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production
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)
作者部门: 数字工厂研究室
关键词: Algorithms ; Genetic algorithms ; Linear programming ; Scheduling
刊名: Chinese Journal of Chemical Engineering
ISSN号: 1004-9541
出版日期: 2014
卷号: 22, 期号:7, 页码:742-747
收录类别: SCI ; EI ; CPCI(ISTP) ; CSCD
产权排序: 2
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记录号: WOS:000340740200003
WOS标题词: Science & Technology ; Technology
类目[WOS]: Engineering, Chemical
关键词[WOS]: SYSTEM
研究领域[WOS]: Engineering
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/15061
Appears in Collections:数字工厂研究室_期刊论文

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production.pdf(593KB)期刊论文出版稿开放获取View Download
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Lin S(林硕)]'s Articles
[Luan FJ(栾方军)]'s Articles
[Han ZH(韩忠华)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Lin S(林硕)]‘s Articles
[Luan FJ(栾方军)]‘s Articles
[Han ZH(韩忠华)]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
文件名: Genetic Algorithm Based on Duality Principle for Bilevel Programming Problem in Steel-making Production.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2016  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace