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Fast Radial Basis Functions for Engineering Applications

Name: Fast Radial Basis Functions for Engineering Applications
Brand: Springer Nature Switzerland AG
SKU: 22576927
Price: 146.59 EUR
Availability: InStock
Author: Marco Evangelos Biancolini
ISBN: 9783030091279

Marco Evangelos Biancolini

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 22576927

Editores Springer Nature Switzerland AG, diciembre 2018

This book presents the first "How To" guide to the use of radial basis functions (RBF). It provides... Descripción completa

Código Libristo: 22576927

359 b

146.59 €

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This book presents the first "How To" guide to the use of radial basis functions (RBF). It provides a clear vision of their potential, an overview of ready-for-use computational tools and precise guidelines to implement new engineering applications of RBF. Radial basis functions (RBF) are a mathematical tool mature enough for useful engineering applications. Their mathematical foundation is well established and the tool has proven to be effective in many fields, as the mathematical framework can be adapted in several ways. A candidate application can be faced considering the features of RBF: multidimensional space (including 2D and 3D), numerous radial functions available, global and compact support, interpolation/regression. This great flexibility makes RBF attractive - and their great potential has only been partially discovered. This is because of the difficulty in taking a first step toward RBF as they are not commonly part of engineers' cultural background, but also due to the numerical complexity of RBF problems that scales up very quickly with the number of RBF centers. Fast RBF algorithms are available to alleviate this and high-performance computing (HPC) can provide further aid. Nevertheless, a consolidated tradition in using RBF in engineering applications is still missing and the beginner can be confused by the literature, which in many cases is presented with language and symbolisms familiar to mathematicians but which can be cryptic for engineers.

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Sobre el libro

Nombre y apellidos Fast Radial Basis Functions for Engineering Applications

Autor Marco Evangelos Biancolini

Idioma

Inglés

Encuadernación Libro - Tapa blanda

Fecha de publicación 2018

Número de páginas 358

EAN 9783030091279

ISBN 9783030091279

Código Libristo 22576927

Editores Springer Nature Switzerland AG

Peso 569

Dimensiones 155 x 235 x 21

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