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

被引:22
作者
Otadi, Mahmood [1 ]
Mosleh, Maryam [1 ]
机构
[1] Islamic Azad Univ, Dept Math, Firoozkooh Branch, Firoozkooh, Iran
关键词
Neural networks; Dual linear system; Learning algorithm; E-INFINITY; NUMERICAL-SOLUTION; SUPERSTRINGS; POLYNOMIALS;
D O I
10.1016/j.apm.2011.04.008
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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 8 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. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:5026 / 5039
页数:14
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