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Greedy Approximation 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Vladimir Temlyakov 作者

Cambridge University Press

译者

2011-10-17 出版日期

432 页数

USD 99.00 价格

Hardcover

丛书系列

9781107003378 图书编码

Greedy Approximation 在线电子书图书标签: 计算机科学 Approximation 近似算法计算机理论 Greedy Cambridge 2011

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Greedy Approximation 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Greedy Approximation 在线电子书图书描述

This first book on greedy approximation gives a systematic presentation of the fundamental results. It also contains an introduction to two hot topics in numerical mathematics: learning theory and compressed sensing. Nonlinear approximation is becoming increasingly important, especially since two types are frequently employed in applications: adaptive methods are used in PDE solvers, while m-term approximation is used in image/signal/data processing, as well as in the design of neural networks. The fundamental question of nonlinear approximation is how to devise good constructive methods (algorithms) and recent results have established that greedy type algorithms may be the solution. The author has drawn on his own teaching experience to write a book ideally suited to graduate courses. The reader does not require a broad background to understand the material. Important open problems are included to give students and professionals alike ideas for further research.

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