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Greedy Approximation pdf epub mobi 著者簡介

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Greedy Approximation pdf epub mobi 圖書描述

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 電子書 下載

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發表於2024-12-28

Greedy Approximation 2024 pdf epub mobi 電子書 下載

Greedy Approximation 2024 pdf epub mobi 電子書 下載

Greedy Approximation 2024 pdf epub mobi 電子書 下載

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圖書標籤: 計算機科學  Approximation  近似算法  計算機理論  Greedy  Cambridge  2011   

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