A Novel Algorithm to Scheduling Optimization of Melting-Casting Process in Copper Alloy Strip Production
Joint Authors
Zhang, Zhicong
Guo, Jianwen
Hu, Kaishun
Yan, Xiaohui
Li, Shuai
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-07
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Melting-casting is the first process in copper alloy strip production.
The schedule scheme on this process affects the subsequent processes greatly.
In this paper, we build the multiobjective model of melting-casting scheduling problem, which considers minimizing the makespan and total weighted earliness and tardiness penalties comprehensively.
A novel algorithm, which we called Multiobjective Artificial Bee Colony/Decomposition (MOABC/D) algorithm, is proposed to solve this model.
The algorithm combines the framework of Multiobjective Evolutionary Algorithm/Decomposition (MOEA/D) and the neighborhood search strategy of Artificial Bee Colony algorithm.
The results on instances show that the proposed MOABC/D algorithm outperforms the other two comparison algorithms both on the distributions of the Pareto front and the priority in the optimal selection results.
American Psychological Association (APA)
Yan, Xiaohui& Zhang, Zhicong& Guo, Jianwen& Li, Shuai& Hu, Kaishun. 2015. A Novel Algorithm to Scheduling Optimization of Melting-Casting Process in Copper Alloy Strip Production. Discrete Dynamics in Nature and Society،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1060389
Modern Language Association (MLA)
Yan, Xiaohui…[et al.]. A Novel Algorithm to Scheduling Optimization of Melting-Casting Process in Copper Alloy Strip Production. Discrete Dynamics in Nature and Society No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1060389
American Medical Association (AMA)
Yan, Xiaohui& Zhang, Zhicong& Guo, Jianwen& Li, Shuai& Hu, Kaishun. A Novel Algorithm to Scheduling Optimization of Melting-Casting Process in Copper Alloy Strip Production. Discrete Dynamics in Nature and Society. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1060389
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1060389