چهارمین کنفرانس ریاضی کاربردی ایران , 2010-03-10

Title : ( A neural network approach for solving Fredholm integral equations of the second kind )

Authors: Sohrab Effati , R. Buzhabadi ,

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In this paper, a novel method based on feed forward neural networks is presented for solving Fredholm integral equations of the second kind. In the present approach, we first approximate the unknown function based on neural networks, then substitute the approximate function in the appropriate error function of the integral equation, and finally train the network with as few neurons as necessary to achieve the desired accuracy. This novel method, in comparison with existing numerical methods, shows that the use of neural networks provides solutions with very good generalizations and higher accuracy. The proposed method is illustrated by several examples.

Keywords

, Fredholm Integral equations, Artificial neural networks, activation function, MLP
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@inproceedings{paperid:1016477,
author = {Effati, Sohrab and R. Buzhabadi},
title = {A neural network approach for solving Fredholm integral equations of the second kind},
booktitle = {چهارمین کنفرانس ریاضی کاربردی ایران},
year = {2010},
location = {زاهدان, IRAN},
keywords = {Fredholm Integral equations; Artificial neural networks; activation function; MLP 3networks.},
}

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%0 Conference Proceedings
%T A neural network approach for solving Fredholm integral equations of the second kind
%A Effati, Sohrab
%A R. Buzhabadi
%J چهارمین کنفرانس ریاضی کاربردی ایران
%D 2010

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