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Solving fuzzy complex system of linear equations using eigenvalue method.

Authors :
Farahani, Hamed
Nehi, Hassan Mishmast
Paripour, Mahmoud
Source :
Journal of Intelligent & Fuzzy Systems. 2016, Vol. 31 Issue 3, p1689-1699. 11p.
Publication Year :
2016

Abstract

The occurrence of imprecision in the real world is inevitable due to some unexpected situations. The imprecision is often involved in any engineering design process. The imprecision and uncertainty are often interpreted as fuzziness. Fuzzy systems have an essential role in the uncertainty modeling, which can formulate the uncertainty in the actual environment. In this paper, a new method based on linear algebra for resolution of a fuzzy complex system of linear equations is presented. Moreover, a new algorithm is designed to find all the solutions of the system based on the eigenvalue method. Thanks to our approach, we can find all the solutions of the system at a time. Also, we are able to determine when the solution sets of the system are nonempty sets. To illustrate the easy application of the proposed method, numerical examples are given and the obtained results are discussed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
31
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
117624459
Full Text :
https://doi.org/10.3233/JIFS-152046