Solving fuzzy programming with a consistent fuzzy number ranking

Nguyen,T, Lee,V, Khosravi,A, Creighton,D and Nahavandi,S 2014, Solving fuzzy programming with a consistent fuzzy number ranking, in SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, IEEE, Piscataway, NJ, pp. 551-556, doi: 10.1109/SMC.2014.6973965.

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Title Solving fuzzy programming with a consistent fuzzy number ranking
Author(s) Nguyen,TORCID iD for Nguyen,T orcid.org/0000-0001-9709-1663
Lee,V
Khosravi,AORCID iD for Khosravi,A orcid.org/0000-0001-6927-0744
Creighton,DORCID iD for Creighton,D orcid.org/0000-0002-9217-1231
Nahavandi,SORCID iD for Nahavandi,S orcid.org/0000-0002-0360-5270
Conference name Systems, Man, and Cybernetics Conference. (2014 : San Diego, California)
Conference location San Diego, California
Conference dates 2014/10/5 - 2014/10/8
Title of proceedings SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics
Editor(s) [Unknown]
Publication date 2014
Conference series Systems, Man, and Cybernetics Conference
Start page 551
End page 556
Total pages 6
Publisher IEEE
Place of publication Piscataway, NJ
Summary  Some illustrative examples are provided to identify the ineffective and unrealistic characteristics of existing approaches to solving fuzzy linear programming (FLP) problems (with single or multiple objectives). We point out the error in existing methods concerning the ranking of fuzzy numbers and thence suggest an effective method to solve the FLP. Based on the consistent centroid-based ranking of fuzzy numbers, the FLP problems are transformed into non-fuzzy single (or multiple) objective linear programming. Solutions of FLP are then crisp single or multiple objective programming problems, which can respectively be obtained by conventional methods.
ISBN 9781479938391
Language eng
DOI 10.1109/SMC.2014.6973965
Field of Research 080108 Neural, Evolutionary and Fuzzy Computation
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category E1 Full written paper - refereed
ERA Research output type E Conference publication
Copyright notice ©2014, IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30072471

Document type: Conference Paper
Collection: Centre for Intelligent Systems Research
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