Description: Spherical Radial Basis Functions, Theory and Applications, Paperback by Hubbert, Simon; Gia, Quôc Thông Lê; Morton, Tanya M., ISBN 3319179381, ISBN-13 9783319179384, Brand New, Free P&P in the UK
This book is the first to be devoted to the theory and applications of spherical (radial) basis functions (SBFs), which is rapidly emerging as one of the most promising techniques for solving problems where approximations are needed on the surface of a sphere. The aim of th is to provide enough theoretical and practical details for the reader to be able to implement the SBF methods to solve real world problems. The authors stress the close connection between the theory of SBFs and that of the more well-known family of radial basis functions (RBFs), which are well-established tools for solving approximation theory problems on more general domains. The unique solvability of the SBF interpolation method for data fitting problems is established and an in-depth investigation of its accuracy is provided. Two chapters are devoted to partial differential equations (PDEs). One deals with the practical implementation of an SBF-based solution to an elliptic PDE and another which describes an SBF approach for solving a parabolic time-dependent PDE, complete with error analysis. The theory developed is illuminated with numerical experiments throughout.
Spherical Radial Basis Functions, Theory and Applications will be of interest to graduate students and researchers in mathematics and related fields such as the geophysical sciences and statistics.
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Book Title: Spherical Radial Basis Functions, Theory and Applications
Number of Pages: 143 Pages
Language: English
Publication Name: Spherical Radial Basis Functions, Theory and Applications
Publisher: Springer International Publishing A&G
Publication Year: 2015
Subject: Mathematics, Physics
Item Height: 235 mm
Item Weight: 2751 g
Type: Textbook
Author: Tanya M. Morton, Simon Hubbert, Quoc Thong Le Gia
Series: Springerbriefs in Mathematics
Item Width: 155 mm
Format: Paperback
