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An Interactive Fuzzy Satisficing Method for Multiobjective Nonlinear Integer Programming Problems with Block-Angular Structures through Genetic Algorithms with Decomposition Procedures
Joint Authors
Source
Advances in Operations Research
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-08-16
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Information Technology and Computer Science
Abstract EN
We focus on multiobjective nonlinear integer programming problems with block-angular structures which are often seen as a mathematical model of large-scale discrete systems optimization.
By considering the vague nature of the decision maker's judgments, fuzzy goals of the decision maker are introduced, and the problem is interpreted as maximizing an overall degree of satisfaction with the multiple fuzzy goals.
For deriving a satisficing solution for the decision maker, we develop an interactive fuzzy satisficing method.
Realizing the block-angular structures that can be exploited in solving problems, we also propose genetic algorithms with decomposition procedures.
Illustrative numerical examples are provided to demonstrate the feasibility and efficiency of the proposed method.
American Psychological Association (APA)
Sakawa, Masatoshi& Kato, Kosuke. 2009. An Interactive Fuzzy Satisficing Method for Multiobjective Nonlinear Integer Programming Problems with Block-Angular Structures through Genetic Algorithms with Decomposition Procedures. Advances in Operations Research،Vol. 2009, no. 2009, pp.1-17.
https://search.emarefa.net/detail/BIM-466860
Modern Language Association (MLA)
Sakawa, Masatoshi& Kato, Kosuke. An Interactive Fuzzy Satisficing Method for Multiobjective Nonlinear Integer Programming Problems with Block-Angular Structures through Genetic Algorithms with Decomposition Procedures. Advances in Operations Research No. 2009 (2009), pp.1-17.
https://search.emarefa.net/detail/BIM-466860
American Medical Association (AMA)
Sakawa, Masatoshi& Kato, Kosuke. An Interactive Fuzzy Satisficing Method for Multiobjective Nonlinear Integer Programming Problems with Block-Angular Structures through Genetic Algorithms with Decomposition Procedures. Advances in Operations Research. 2009. Vol. 2009, no. 2009, pp.1-17.
https://search.emarefa.net/detail/BIM-466860
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-466860