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Radial Basis Functions Theory and Implementations

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ISBN-10: 0521633389

ISBN-13: 9780521633383

Edition: 2003

Authors: Martin D. Buhmann, M. J. Ablowitz, S. H. Davis, E. J. Hinch, A. Iserles

List price: $135.00
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Description:

It is necessary to estimate parameters by approximation and interpolation in many areas-from computer graphics to inverse methods to signal processing. Radial basis functions are modern, powerful tools which are being used more widely as the limitations of other methods become apparent. Martin Buhmann provides a complete analysis of radial basic functions from the theoretical and practical implementation viewpoints. He also includes a comprehensive bibliography.
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Book details

List price: $135.00
Copyright year: 2003
Publisher: Cambridge University Press
Publication date: 7/3/2003
Binding: Hardcover
Pages: 272
Size: 6.26" wide x 9.33" long x 0.71" tall
Weight: 1.232
Language: English

Preface
Introduction
Summary of methods and applications
General methods for approximation and interpolation
Radial basis function approximation on infinite grids
Radial basis functions on scattered data
Radial basis functions with compact support
Implementations
Least squares methods
Wavelet methods with radial basis functions
Further results and open problems
Appendix: some essentials on Fourier transforms
Commentary on the bibliography
Bibliography
Index