Spherical Radial Basis Functions Theory And Applications

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Spherical Radial Basis Functions, Theory and Applications

Author : Simon Hubbert
Publisher : Springer
ISBN 13 : 331917939X
Total Pages : 150 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Spherical Radial Basis Functions, Theory and Applications by : Simon Hubbert

Download or read book Spherical Radial Basis Functions, Theory and Applications written by Simon Hubbert and published by Springer. This book was released on 2015-05-13 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Radial Basis Functions

Author : Martin D. Buhmann
Publisher : Cambridge University Press
ISBN 13 : 1139435248
Total Pages : 271 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Radial Basis Functions by : Martin D. Buhmann

Download or read book Radial Basis Functions written by Martin D. Buhmann and published by Cambridge University Press. This book was released on 2003-07-03 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author's aim is to give a thorough treatment from both the theoretical and practical implementation viewpoints. For example, he emphasises the many positive features of radial basis functions such as the unique solvability of the interpolation problem, the computation of interpolants, their smoothness and convergence and provides a careful classification of the radial basis functions into types that have different convergence

Multivariate Algorithms and Information-Based Complexity

Author : Fred J. Hickernell
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110635461
Total Pages : 158 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Multivariate Algorithms and Information-Based Complexity by : Fred J. Hickernell

Download or read book Multivariate Algorithms and Information-Based Complexity written by Fred J. Hickernell and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-06-08 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributions by leading experts in this book focus on a variety of topics of current interest related to information-based complexity, ranging from function approximation, numerical integration, numerical methods for the sphere, and algorithms with random information, to Bayesian probabilistic numerical methods and numerical methods for stochastic differential equations.

A Primer on Radial Basis Functions with Applications to the Geosciences

Author : Bengt Fornberg
Publisher : SIAM
ISBN 13 : 1611974046
Total Pages : 221 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis A Primer on Radial Basis Functions with Applications to the Geosciences by : Bengt Fornberg

Download or read book A Primer on Radial Basis Functions with Applications to the Geosciences written by Bengt Fornberg and published by SIAM. This book was released on 2015-09-30 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adapted from a series of lectures given by the authors, this monograph focuses on radial basis functions (RBFs), a powerful numerical methodology for solving PDEs to high accuracy in any number of dimensions. This method applies to problems across a wide range of PDEs arising in fluid mechanics, wave motions, astro- and geosciences, mathematical biology, and other areas and has lately been shown to compete successfully against the very best previous approaches on some large benchmark problems. Using examples and heuristic explanations to create a practical and intuitive perspective, the authors address how, when, and why RBF-based methods work. The authors trace the algorithmic evolution of RBFs, starting with brief introductions to finite difference (FD) and pseudospectral (PS) methods and following a logical progression to global RBFs and then to RBF-generated FD (RBF-FD) methods. The RBF-FD method, conceived in 2000, has proven to be a leading candidate for numerical simulations in an increasingly wide range of applications, including seismic exploration for oil and gas, weather and climate modeling, and electromagnetics, among others. This is the first survey in book format of the RBF-FD methodology and is suitable as the text for a one-semester first-year graduate class.

Multiscale Potential Theory

Author : Willi Freeden
Publisher : Springer Science & Business Media
ISBN 13 : 1461220483
Total Pages : 522 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Multiscale Potential Theory by : Willi Freeden

Download or read book Multiscale Potential Theory written by Willi Freeden and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: This self-contained text/reference provides a basic foundation for practitioners, researchers, and students interested in any of the diverse areas of multiscale (geo)potential theory. New mathematical methods are developed enabling the gravitational potential of a planetary body to be modeled using a continuous flow of observations from land or satellite devices. Harmonic wavelets methods are introduced, as well as fast computational schemes and various numerical test examples. Presented are multiscale approaches for numerous geoscientific problems, including geoidal determination, magnetic field reconstruction, deformation analysis, and density variation modelling With exercises at the end of each chapter, the book may be used as a textbook for graduate-level courses in geomathematics, applied mathematics, and geophysics. The work is also an up-to-date reference text for geoscientists, applied mathematicians, and engineers.

Discrete Optimization and Operations Research

Author : Yury Kochetov
Publisher : Springer
ISBN 13 : 3319449141
Total Pages : 586 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Discrete Optimization and Operations Research by : Yury Kochetov

Download or read book Discrete Optimization and Operations Research written by Yury Kochetov and published by Springer. This book was released on 2016-09-09 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 9th International Conference on Discrete Optimization and Operations Research, DOOR 2016, held in Vladivostok, Russia, in September 2016. The 39 full papers presented in this volume were carefully reviewed and selected from 181 submissions. They were organized in topical sections named: discrete optimization; scheduling problems; facility location; mathematical programming; mathematical economics and games; applications of operational research; and short communications.

Quasi-Interpolation

Author : Martin Buhmann
Publisher : Cambridge University Press
ISBN 13 : 1107072638
Total Pages : 291 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Quasi-Interpolation by : Martin Buhmann

Download or read book Quasi-Interpolation written by Martin Buhmann and published by Cambridge University Press. This book was released on 2022-03-03 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delve into an in-depth description and analysis of quasi-interpolation, starting from various areas of approximation theory.

Approximation Theory, Wavelets and Applications

Author : S.P. Singh
Publisher : Springer Science & Business Media
ISBN 13 : 9401585776
Total Pages : 580 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Approximation Theory, Wavelets and Applications by : S.P. Singh

Download or read book Approximation Theory, Wavelets and Applications written by S.P. Singh and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approximation Theory, Wavelets and Applications draws together the latest developments in the subject, provides directions for future research, and paves the way for collaborative research. The main topics covered include constructive multivariate approximation, theory of splines, spline wavelets, polynomial and trigonometric wavelets, interpolation theory, polynomial and rational approximation. Among the scientific applications were de-noising using wavelets, including the de-noising of speech and images, and signal and digital image processing. In the area of the approximation of functions the main topics include multivariate interpolation, quasi-interpolation, polynomial approximation with weights, knot removal for scattered data, convergence theorems in Padé theory, Lyapunov theory in approximation, Neville elimination as applied to shape preserving presentation of curves, interpolating positive linear operators, interpolation from a convex subset of Hilbert space, and interpolation on the triangle and simplex. Wavelet theory is growing extremely rapidly and has applications which will interest readers in the physical, medical, engineering and social sciences.

Meshfree Approximation Methods with Matlab

Author : Gregory E Fasshauer
Publisher : World Scientific Publishing Company
ISBN 13 : 9813101571
Total Pages : 520 pages
Book Rating : 4.8/5 (131 download)

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Book Synopsis Meshfree Approximation Methods with Matlab by : Gregory E Fasshauer

Download or read book Meshfree Approximation Methods with Matlab written by Gregory E Fasshauer and published by World Scientific Publishing Company. This book was released on 2007-04-17 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 aspects or applications in the engineering field, this book provides the salient theoretical results needed for a basic understanding of meshfree approximation methods. The emphasis here is on a hands-on approach that includes MATLAB routines for all basic operations. Meshfree approximation methods, such as radial basis function and moving least squares method, are discussed from a scattered data approximation and partial differential equations point of view. A good balance is supplied between the necessary theory and implementation in terms of many MATLAB programs, with examples and applications to illustrate key points. Used as class notes for graduate courses at Northwestern University, Illinois Institute of Technology, and Vanderbilt University, this book will appeal to both mathematics and engineering graduate students.

Meshfree Approximation Methods with MATLAB

Author : Gregory E. Fasshauer
Publisher : World Scientific
ISBN 13 : 981270633X
Total Pages : 520 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Meshfree Approximation Methods with MATLAB by : Gregory E. Fasshauer

Download or read book Meshfree Approximation Methods with MATLAB written by Gregory E. Fasshauer and published by World Scientific. This book was released on 2007 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meshfree approximation methods are a relatively new area of research. This book provides the salient theoretical results needed for a basic understanding of meshfree approximation methods. It places emphasis on a hands-on approach that includes MATLAB routines for all basic operations.

Acta Numerica 2000: Volume 9

Author : Arieh Iserles
Publisher : Cambridge University Press
ISBN 13 : 9780521780377
Total Pages : 380 pages
Book Rating : 4.7/5 (83 download)

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Book Synopsis Acta Numerica 2000: Volume 9 by : Arieh Iserles

Download or read book Acta Numerica 2000: Volume 9 written by Arieh Iserles and published by Cambridge University Press. This book was released on 2000-07-13 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: An annual volume presenting substantive survey articles in numerical analysis and scientific computing.

Spherical Harmonics and Approximations on the Unit Sphere: An Introduction

Author : Kendall Atkinson
Publisher : Springer Science & Business Media
ISBN 13 : 3642259820
Total Pages : 253 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Spherical Harmonics and Approximations on the Unit Sphere: An Introduction by : Kendall Atkinson

Download or read book Spherical Harmonics and Approximations on the Unit Sphere: An Introduction written by Kendall Atkinson and published by Springer Science & Business Media. This book was released on 2012-02-17 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: These notes provide an introduction to the theory of spherical harmonics in an arbitrary dimension as well as an overview of classical and recent results on some aspects of the approximation of functions by spherical polynomials and numerical integration over the unit sphere. The notes are intended for graduate students in the mathematical sciences and researchers who are interested in solving problems involving partial differential and integral equations on the unit sphere, especially on the unit sphere in three-dimensional Euclidean space. Some related work for approximation on the unit disk in the plane is also briefly discussed, with results being generalizable to the unit ball in more dimensions.

Shell Structures: Theory and Applications Volume 4

Author : Wojciech Pietraszkiewicz
Publisher : CRC Press
ISBN 13 : 135168048X
Total Pages : 574 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Shell Structures: Theory and Applications Volume 4 by : Wojciech Pietraszkiewicz

Download or read book Shell Structures: Theory and Applications Volume 4 written by Wojciech Pietraszkiewicz and published by CRC Press. This book was released on 2017-10-30 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shells are basic structural elements of modern technology and everyday life. Examples of shell structures in technology include automobile bodies, water and oil tanks, pipelines, silos, wind turbine towers, and nanotubes. Nature is full of living shells such as leaves of trees, blooming flowers, seashells, cell membranes or wings of insects. In the human body arteries, the eye shell, the diaphragm, the skin and the pericardium are all shells as well. Shell Structures: Theory and Applications, Volume 4 contains 132 contributions presented at the 11th Conference on Shell Structures: Theory and Applications (Gdansk, Poland, 11-13 October 2017). The papers reflect a wide spectrum of scientific and engineering problems from theoretical modelling through strength, stability and dynamic behaviour, numerical analyses, biomechanic applications up to engineering design of shell structures. Shell Structures: Theory and Applications, Volume 4 will be of interest to academics, researchers, designers and engineers dealing with modelling and analyses of shell structures. It may also provide supplementary reading to graduate students in Civil, Mechanical, Naval and Aerospace Engineering.

Scattered Data Approximation

Author : Holger Wendland
Publisher : Cambridge University Press
ISBN 13 : 9781139456654
Total Pages : 346 pages
Book Rating : 4.4/5 (566 download)

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Book Synopsis Scattered Data Approximation by : Holger Wendland

Download or read book Scattered Data Approximation written by Holger Wendland and published by Cambridge University Press. This book was released on 2004-12-13 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many practical applications require the reconstruction of a multivariate function from discrete, unstructured data. This book gives a self-contained, complete introduction into this subject. It concentrates on truly meshless methods such as radial basis functions, moving least squares, and partitions of unity. The book starts with an overview on typical applications of scattered data approximation, coming from surface reconstruction, fluid-structure interaction, and the numerical solution of partial differential equations. It then leads the reader from basic properties to the current state of research, addressing all important issues, such as existence, uniqueness, approximation properties, numerical stability, and efficient implementation. Each chapter ends with a section giving information on the historical background and hints for further reading. Complete proofs are included, making this perfectly suited for graduate courses on multivariate approximation and it can be used to support courses in computer-aided geometric design, and meshless methods for partial differential equations.

Approximation Theory and Harmonic Analysis on Spheres and Balls

Author : Feng Dai
Publisher : Springer Science & Business Media
ISBN 13 : 1461466601
Total Pages : 447 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Approximation Theory and Harmonic Analysis on Spheres and Balls by : Feng Dai

Download or read book Approximation Theory and Harmonic Analysis on Spheres and Balls written by Feng Dai and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph records progress in approximation theory and harmonic analysis on balls and spheres, and presents contemporary material that will be useful to analysts in this area. While the first part of the book contains mainstream material on the subject, the second and the third parts deal with more specialized topics, such as analysis in weight spaces with reflection invariant weight functions, and analysis on balls and simplexes. The last part of the book features several applications, including cubature formulas, distribution of points on the sphere, and the reconstruction algorithm in computerized tomography. This book is directed at researchers and advanced graduate students in analysis. Mathematicians who are familiar with Fourier analysis and harmonic analysis will understand many of the concepts that appear in this manuscript: spherical harmonics, the Hardy-Littlewood maximal function, the Marcinkiewicz multiplier theorem, the Riesz transform, and doubling weights are all familiar tools to researchers in this area.

Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition

Author :
Publisher : ScholarlyEditions
ISBN 13 : 1464966176
Total Pages : 461 pages
Book Rating : 4.4/5 (649 download)

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Book Synopsis Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition by :

Download or read book Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-01-09 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Logic, Probability, Combinatorics, and Chaos Theory. The editors have built Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Logic, Probability, Combinatorics, and Chaos Theory in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

New Developments in Approximation Theory

Author : Manfred W. Müller
Publisher : Springer
ISBN 13 : 3034886969
Total Pages : 337 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis New Developments in Approximation Theory by : Manfred W. Müller

Download or read book New Developments in Approximation Theory written by Manfred W. Müller and published by Springer. This book was released on 2012-12-06 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A collection of papers by international contributors describing new developments in the fields of univariate and multivariate approximation theory. This research has applications in areas such as computer-aided geometric design, as applied in engineering and medical technology (e.g. computerized tomography).