Efficient Solving of Boundary Value Problems Using Radial Basis Function Networks Learned by Trust Region Method

Efficient Solving of Boundary Value Problems Using Radial Basis Function Networks Learned by Trust Region Method

A method using radial basis function networks (RBFNs) to solve boundary value problems of mathematical physics is presented in this paper. The main advantages of mesh-free methods based on RBFN are explained here. To learn RBFNs, the Trust Region Method (TRM) is proposed, which simplifies the proces...

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Bibliographic Details
Main Authors: Mohie Mortadha Alqezweeni, Vladimir Ivanovich Gorbachenko, Maxim Valerievich Zhukov, Mustafa Sadeq Jaafar
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:International Journal of Mathematics and Mathematical Sciences
Online Access:http://dx.doi.org/10.1155/2018/9457578
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