Radial basis functions

MD Buhmann - Acta numerica, 2000 - cambridge.org
Radial basis function methods are modern ways to approximate multivariate functions,
especially in the absence of grid data. They have been known, tested and analysed for …

[图书][B] Meshfree Approximation Methods with MATLAB

GE Fasshauer - 2007 - books.google.com
Meshfree approximation methods are a relatively new area of research, and there are only a
few books covering it at present. Whereas other works focus almost entirely on theoretical …

[图书][B] A primer on radial basis functions with applications to the geosciences

B Fornberg, N Flyer - 2015 - SIAM
This book is focused on a powerful numerical methodology for solving PDEs to high
accuracy in any number of dimensions: Radial Basis Functions (RBFs). During the past …

Radial basis function neural networks: a topical state-of-the-art survey

CSK Dash, AK Behera, S Dehuri, SB Cho - Open Computer Science, 2016 - degruyter.com
Radial basis function networks (RBFNs) have gained widespread appeal amongst
researchers and have shown good performance in a variety of application domains. They …

[PDF][PDF] Meshfree methods

GE Fasshauer - Handbook of theoretical and computational …, 2005 - math.iit.edu
Meshfree methods are the topic of recent research in many areas of computational science
and approximation theory. These methods come in various flavors, most of which can be …

A least-squares preconditioner for radial basis functions collocation methods

L Ling, EJ Kansa - Advances in Computational Mathematics, 2005 - Springer
Although meshless radial basis function (RBF) methods applied to partial differential
equations (PDEs) are not only simple to implement and enjoy exponential convergence …

[PDF][PDF] Radial basis function methods for interpolation to functions of many variables

MJD Powell - HERCMA, 2001 - bison.ihep.su
A review of interpolation to values of a function f (x), x 2 Rd, by radial basis function methods
is given. It addresses the nonsingularity of the interpolation equations, the inclusion of …

[PDF][PDF] A practical guide to radial basis functions

R Schaback - Electronic Resource, 2007 - researchgate.net
This is “my” part of a future book “Scientific Computing with Radial Basis Functions” I am
currently writig with my colleagues CS Chen and YC Hon. I took a preliminary version out of …

Space–time variograms and a functional form for total air pollution measurements

S De Iaco, DE Myers, D Posa - Computational Statistics & Data Analysis, 2002 - Elsevier
A space–time functional form for some contaminants is obtained and used for estimating
total air pollution (TAP) in the district of Milan, Italy, during selected high-risk days of 1999 …

[PDF][PDF] Scientific computing with radial basis functions

CS Chen, YC Hon… - Department of …, 2005 - num.math.uni-goettingen.de
Scientific Computing with Radial Basis Functions Page 1 Scientific Computing with Radial Basis
Functions Edited by CS Chen University of Southern Mississippi, USA YC Hon City University …