نتایج جستجو برای: inverse multiquadric and radial basis function thus

تعداد نتایج: 16992616  

1998
Ignacio Rojas Mancia Anguita Eduardo Ros Vidal Héctor Pomares Olga Valenzuela Alberto Prieto

1998
Balázs Kégl Adam Krzyzak Heinrich Niemann

In this paper we apply normalized radial basis function networks to function learning and in nonparametric classification. A simple parameter learning technique is proposed and convergence and the rates of convergence of the empirically trained networks are studied theoretically and in computer experiments.

Journal: :Math. Comput. 2002
Robert Schaback Holger Wendland

While direct theorems for interpolation with radial basis functions are intensively investigated, little is known about inverse theorems so far. This paper deals with both inverse and saturation theorems. For an inverse theorem we especially show that a function that can be approximated sufficiently fast must belong to the native space of the basis function in use. In case of thin plate spline ...

2001
Juan José Rodríguez Diez Carlos Alonso González

1995
C. Andrew Miroslav Kubat Gert Pfurtscheller

Journal: :Cybernetics and Systems 1998
Peter G. Anderson

2010
C. A. Bustamante W. F. Flórez H. Power M. Giraldo A. F. Hill

An improvement to the traditional Finite Volume Method (FVM) for the solution of boundary value problems is presented. The new method applies the local Hermitian interpolation with Radial Basis Functions (RBF) as an interpolation scheme to the FVM discretization. This approach, called the Control Volume-Radial Basis Function (CV-RBF) method, uses an interpolation scheme based on the meshless Sy...

By applying finite difference formula to time discretization and the cubic B-splines for spatial variable, a numerical method for solving the inverse system of Burgers equations is presented. Also, the convergence analysis and stability for this problem are investigated and the order of convergence is obtained. By using two test problems, the accuracy of presented method is verified. Additional...

2007
EDWIRDE LUIZ SILVA

This paper is intender to be a simple example illustrating some of the capabilities of Radial basis function by pruning with QLP decomposition. The applicability of the radial basis function (RBF) type function of artificial neural networks (ANNS) approach for re-estimate the Box, Traingle, Epanechnikov and Normal densities. We propose an application of QLP decomposition model to reduce to the ...

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