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Simulation and evaluation of dual fully fuzzy linear systems by fuzzy neural network

Authors :
Otadi, Mahmood
Mosleh, Maryam
Source :
Applied Mathematical Modelling. Oct2011, Vol. 35 Issue 10, p5026-5039. 14p.
Publication Year :
2011

Abstract

Abstract: In this paper, a novel hybrid method based on fuzzy neural network for approximate solution of fuzzy linear systems of the form Ax = Bx + d, where A and B are two square matrices of fuzzy coefficients, x and d are two fuzzy number vectors, is presented. Here a neural network is considered as a part of a large field called neural computing or soft computing. Moreover, in order to find the approximate solution, a simple and fast algorithm from the cost function of the fuzzy neural network is proposed. Finally, we illustrate our approach by some numerical examples. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
0307904X
Volume :
35
Issue :
10
Database :
Academic Search Index
Journal :
Applied Mathematical Modelling
Publication Type :
Academic Journal
Accession number :
61177850
Full Text :
https://doi.org/10.1016/j.apm.2011.04.008