Greedy Approximation 2024 pdf epub mobi 电子书

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发表于2024-11-24

Greedy Approximation 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Vladimir Temlyakov

出品人:

页数:432

译者:

出版时间:2011-10-17

价格:USD 99.00

装帧:Hardcover

isbn号码:9781107003378

丛书系列:

图书标签: 计算机科学 Approximation 近似算法计算机理论 Greedy Cambridge 2011

Greedy Approximation 2024 pdf epub mobi 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.

Greedy Approximation 2024 pdf epub mobi 电子书

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