An effective multi-objective discrete virus optimization algorithm for flexible job-shop scheduling problem with controllable processing times

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• 作者：Chao Lu ^{luchao2006@163.com} ; Xinyu Li ^{lixinyu@mail.hust.edu.cn} ; Liang Gao ; ^{gaoliang@mail.hust.edu.cn} ; Wei Liao ^{liaowei1227@gmail.com} ; Jin Yi ^{yijin@hust.edu.cn}
• 关键词：Flexible job-shop scheduling problem ; Controllable processing times ; Virus optimization algorithm ; Multi-objective optimization
• 刊名：Computers & Industrial Engineering
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：104
• 期：Complete
• 页码：156-174
• 全文大小：1689 K
• 卷排序：104

文摘

A multi-objective model for FJSP with controllable processing times is constructed. A new multi-objective discrete virus optimizer is proposed to solve this problem. A new exploitation scheme is designed to improve the performance of the algorithm. The proposed method outperforms other methods on most instances. The proposed method is successfully used to address a real-world case.