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Spherical radial basis functions, th...

Hubbert, Simon.

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Spherical radial basis functions, theory and applications

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Spherical radial basis functions, theory and applications/ by Simon Hubbert, Quoc Thong Le Gia, Tanya M. Morton.
作者:	Hubbert, Simon.
其他作者:	Le Gia, Quoc Thong.
出版者:	Cham :Springer International Publishing : : 2015.,
面頁冊數:	x, 143 p. :ill., digital ;24 cm.
內容註:	Motivation and Background Functional Analysis -- The Spherical Basis Function Method -- Error Bounds via Duchon's Technique -- Radial Basis Functions for the Sphere -- Fast Iterative Solvers for PDEs on Spheres -- Parabolic PDEs on Spheres.
Contained By:	Springer eBooks
標題:	Spherical functions. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-17939-1
ISBN:	9783319179391 (electronic bk.)

Spherical radial basis functions, theory and applications
Hubbert, Simon.

Spherical radial basis functions, theory and applications[electronic resource] /by Simon Hubbert, Quoc Thong Le Gia, Tanya M. Morton. - Cham :Springer International Publishing :2015. - x, 143 p. :ill., digital ;24 cm. - SpringerBriefs in mathematics,2191-8198. - SpringerBriefs in mathematics..

Motivation and Background Functional Analysis -- The Spherical Basis Function Method -- Error Bounds via Duchon's Technique -- Radial Basis Functions for the Sphere -- Fast Iterative Solvers for PDEs on Spheres -- Parabolic PDEs on Spheres.

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 the book 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.

ISBN: 9783319179391 (electronic bk.)

Standard No.: 10.1007/978-3-319-17939-1doiSubjects--Topical Terms:

731269
Spherical functions.

LC Class. No.: QA406

Dewey Class. No.: 515.53

Spherical radial basis functions, theory and applications
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520 $a 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 the book 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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