SIA OpenIR  > 数字工厂研究室
Multi-objective flexible job shop scheduling problem using differential evolution algorithm
Cao Y(曹阳)1,2,3,4,5; Shi HB(史海波)2,3,4; Han ZH(韩忠华)2,3,4,5
作者部门数字工厂研究室
会议名称9th International Conference on Modelling, Identification and Control, ICMIC 2017
会议日期July 10-12, 2017
会议地点Kunming, China
会议录名称Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
出版者IEEE
出版地New York
2017
页码521-526
收录类别EI
EI收录号20183105620805
产权排序1
ISBN号978-1-5090-6573-8
关键词flexible job shop scheduling problem differential evolution algorithm multi-objective optimization
摘要Flexible job shop scheduling problem (FJSP) is very complex to be controlled, and it is a problem which inherits job shop scheduling problem (JSP) characteristics. FJSP has two sub-problems: routing sub-problem and scheduling sub-problem. In this paper, improved differential evolution (DE) algorithm is presented for multi-objective FJSP. Minimization of three objective functions includes maximum completion time, workload of the most loaded machine and total workload of all machines. The improved algorithm has a well-designed mutation and crossover operator, and uses a Pareto non-dominated sorting method. Computational simulations and comparisons demonstrate the effectiveness of the proposed improved DE algorithm.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/22363
专题数字工厂研究室
通讯作者Cao Y(曹阳)
作者单位1.College of Information Science and Engineering, Northeastern University, Shenyang 110819, China
2.Department of Digital Factory, Shenyang Institute of Automation, CAS, Shenyang 110016, China
3.University of Chinese Academy of Sciences, Beijing 100049, China
4.Key Laboratory of Networked Control, CAS, Shenyang 110016, China
5.Faculty of Information and Control Engineering, Shenyang Jianzhu University, Shenyang 110168, China
推荐引用方式
GB/T 7714
Cao Y,Shi HB,Han ZH. Multi-objective flexible job shop scheduling problem using differential evolution algorithm[C]. New York:IEEE,2017:521-526.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Multi-objective flex(315KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Cao Y(曹阳)]的文章
[Shi HB(史海波)]的文章
[Han ZH(韩忠华)]的文章
百度学术
百度学术中相似的文章
[Cao Y(曹阳)]的文章
[Shi HB(史海波)]的文章
[Han ZH(韩忠华)]的文章
必应学术
必应学术中相似的文章
[Cao Y(曹阳)]的文章
[Shi HB(史海波)]的文章
[Han ZH(韩忠华)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Multi-objective flexible job shop scheduling problem using differential evolution algorithm.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。