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Sparse Approximation with Bases by Vladimir Temlyakov
Sparse Approximation with Bases by Vladimir Temlyakov
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Sparse Approximation with Bases

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Sparse Approximation with Bases

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Description

This book systematically presents recent fundamental results on greedy approximation with respect to bases. Motivated by numerous applications, the last decade has seen great successes in studying nonlinear sparse approximation. Recent findings have established that greedy-type algorithms are suitable methods of nonlinear approximation in both sparse approximation with respect to bases and sparse approximation with respect to redundant systems. These insights, combined with some previous fundamental results, form the basis for constructing the theory of greedy approximation. Taking into account the theoretical and practical demand for this kind of theory, the book systematically elaborates a theoretical framework for greedy approximation and its applications.  The book addresses the needs of researchers working in numerical mathematics, harmonic analysis, and functional analysis. It quickly takes the reader from classical results to the latest frontier, but is written at the level of a graduate course and does not require a broad background in the field.
Release date NZ
April 17th, 2015
Audience
  • Professional & Vocational
Contributor
  • Edited by Sergey Tikhonov
Illustrations
XI, 261 p.
Pages
261
Dimensions
168x240x13
ISBN-13
9783034808897
Product ID
22867209

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