کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4637326 1340739 2006 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Numerical solution of the second kind integral equations using radial basis function networks
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Numerical solution of the second kind integral equations using radial basis function networks
چکیده انگلیسی
In this paper, a new method using radial basis function (RBF) networks is presented for solving the linear second kind integral equations of Fredholm and Volterra types. This method employs a growing neural network as the approximate solution of the integral equations, whose the activation functions are RBFs. The parameters (weights, centers and widths) of the approximate solution are adjusted by using an unconstrained optimization problem. Numerical results show that our method has the potentiality to become an efficient approach for solving integral equations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 174, Issue 2, 15 March 2006, Pages 877-883
نویسندگان
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