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Solving Bilevel Multiobjective Programming Problem by Elite Quantum Behaved Particle Swarm Optimization
Joint Authors
Guo, Xuning
Zhang, Tao
Hu, Tiesong
Chen, Jia-wei
Wan, Zhongping
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-11-29
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
An elite quantum behaved particle swarm optimization (EQPSO) algorithm is proposed, in which an elite strategy is exerted for the global best particle to prevent premature convergence of the swarm.
The EQPSO algorithm is employed for solving bilevel multiobjective programming problem (BLMPP) in this study, which has never been reported in other literatures.
Finally, we use eight different test problems to measure and evaluate the proposed algorithm, including low dimension and high dimension BLMPPs, as well as attempt to solve the BLMPPs whose theoretical Pareto optimal front is not known.
The experimental results show that the proposed algorithm is a feasible and efficient method for solving BLMPPs.
American Psychological Association (APA)
Zhang, Tao& Hu, Tiesong& Chen, Jia-wei& Wan, Zhongping& Guo, Xuning. 2012. Solving Bilevel Multiobjective Programming Problem by Elite Quantum Behaved Particle Swarm Optimization. Abstract and Applied Analysis،Vol. 2012, no. 2012, pp.1-20.
https://search.emarefa.net/detail/BIM-446470
Modern Language Association (MLA)
Zhang, Tao…[et al.]. Solving Bilevel Multiobjective Programming Problem by Elite Quantum Behaved Particle Swarm Optimization. Abstract and Applied Analysis No. 2012 (2012), pp.1-20.
https://search.emarefa.net/detail/BIM-446470
American Medical Association (AMA)
Zhang, Tao& Hu, Tiesong& Chen, Jia-wei& Wan, Zhongping& Guo, Xuning. Solving Bilevel Multiobjective Programming Problem by Elite Quantum Behaved Particle Swarm Optimization. Abstract and Applied Analysis. 2012. Vol. 2012, no. 2012, pp.1-20.
https://search.emarefa.net/detail/BIM-446470
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-446470