A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling
Joint Authors
Pan, Zixiao
Lei, Deming
Zhang, Qingyong
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-04-16
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
This paper considers low carbon parallel machines scheduling problem (PMSP), in which total tardiness is regarded as key objective and total energy consumption is a non-key one.
A lexicographical method is used to compare solutions and a novel imperialist competitive algorithm (ICA) is presented, in which a new strategy for initial empires is adopted.
Some new improvements are also added in ICA to obtain high quality solutions, which are adaptive assimilation, adaptive revolution, imperialist innovation, and alliance and the novel way of imperialist competition.
Extensive experiments are conducted to test the search performance of ICA by comparing it with methods from literature.
Computational results show the promising advantages of ICA on low carbon PMSP.
American Psychological Association (APA)
Pan, Zixiao& Lei, Deming& Zhang, Qingyong. 2018. A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1208116
Modern Language Association (MLA)
Pan, Zixiao…[et al.]. A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling. Mathematical Problems in Engineering No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1208116
American Medical Association (AMA)
Pan, Zixiao& Lei, Deming& Zhang, Qingyong. A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1208116
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208116