کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
496220 862852 2013 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fuzzy neural network for solving a system of fuzzy differential equations
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Fuzzy neural network for solving a system of fuzzy differential equations
چکیده انگلیسی

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• We consider a system of fuzzy differential equations.
• We employ partially fuzzy neural network for solving system of fuzzy differential equations.
• We propose a learning algorithm from the cost function for adjusting of weights.

Fuzzy neural network (FNN) can be trained with crisp and fuzzy data. This paper presents a novel approach to solve system of fuzzy differential equations (SFDEs) with fuzzy initial values by applying the universal approximation method (UAM) through an artificial intelligence utility in a simple way. The model finds the approximated solution of SFDEs inside of its domain for the close enough neighborhood of the fuzzy initial points. We propose a learning algorithm from the cost function for adjusting of fuzzy weights. At the same time, some examples in engineering and economics are designed.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 13, Issue 8, August 2013, Pages 3597–3607
نویسندگان
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