Radial Basis Functions 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Buhmann, Martin D. 作者

译者

2009-2 出版日期

272 页数

$ 63.28 价格

丛书系列

9780521101332 图书编码

Radial Basis Functions 在线电子书图书标签: Functional_Analysis

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发表于2024-09-19

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Radial Basis Functions 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Radial Basis Functions 在线电子书图书描述

In many areas of mathematics, science and engineering, from computer graphics to inverse methods to signal processing, it is necessary to estimate parameters, usually multidimensional, by approximation and interpolation. Radial basis functions are a powerful tool which work well in very general circumstances and so are becoming of widespread use as the limitations of other methods, such as least squares, polynomial interpolation or wavelet-based, become apparent. 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. A comprehensive bibliography rounds off what will prove a very valuable work.

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