A New Hybrid Intelligent Algorithm for Fuzzy Multiobjective Programming Problem Based on Credibility Theory
Joint Authors
Guo, Jian-Sheng
Wang, Ying
Zheng, Ming-Fa
Wang, Zu-Tong
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-25
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Based on the credibility theory, this paper is devoted to the fuzzy multiobjective programming problem.
Firstly, the expected-value model of fuzzy multiobjective programming problem is provided based on credibility theory; then two new approaches for obtaining efficient solutions are proposed on the basis of the expected-value model, whose validity has been proven.
For solving the fuzzy MOP problem efficiently, Latin hypercube sampling, fuzzy simulation, support vector machine, and artificial bee colony algorithm are integrated to build a hybrid intelligent algorithm.
An application case study on availability allocation optimization problem in repairable parallel-series system design is documented.
The results suggest that the proposed method has excellent consistency and efficiency in solving fuzzy multiobjective programming problem and is particularly useful for expensive systems.
American Psychological Association (APA)
Wang, Zu-Tong& Guo, Jian-Sheng& Zheng, Ming-Fa& Wang, Ying. 2014. A New Hybrid Intelligent Algorithm for Fuzzy Multiobjective Programming Problem Based on Credibility Theory. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-507290
Modern Language Association (MLA)
Wang, Zu-Tong…[et al.]. A New Hybrid Intelligent Algorithm for Fuzzy Multiobjective Programming Problem Based on Credibility Theory. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-507290
American Medical Association (AMA)
Wang, Zu-Tong& Guo, Jian-Sheng& Zheng, Ming-Fa& Wang, Ying. A New Hybrid Intelligent Algorithm for Fuzzy Multiobjective Programming Problem Based on Credibility Theory. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-507290
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-507290