Scattered Data Approximation PDF
By:Holger Wendland
Published on 2004-12-13 by Cambridge University Press
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.
This Book was ranked at 39 by Google Books for keyword Monographies.
Book ID of Scattered Data Approximation's Books is qy4cbWUmSyYC, Book which was written byHolger Wendlandhave ETAG "YrjJ3rGOaTw"
Book which was published by Cambridge University Press since 2004-12-13 have ISBNs, ISBN 13 Code is 9781139456654 and ISBN 10 Code is 1139456652
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