Sparse Approximation with Bases

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Sparse Approximation with Bases

フォーマット:
電子ブック
責任表示:
by Vladimir Temlyakov ; edited by Sergey Tikhonov
本文言語:
英語
出版情報:
Basel, Switzerland. 2015-. Springer Basel,Imprint: Birkhäuser
シリーズ:
Advanced Courses in Mathematics - CRM Barcelona
概要:
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. 続きを見る
目次:
Introduction
Lebesgue-type inequalities for greedy approximation with respect to some classical bases
Quasi-greedy bases and Lebesgue-type inequalities
Almost greedy bases and duality
Greedy approximation with respect to the trigonometric system
Greedy approximation with respect to dictionaries
Appendix.
Introduction
Lebesgue-type inequalities for greedy approximation with respect to some classical bases
Quasi-greedy bases and Lebesgue-type inequalities
Almost greedy bases and duality
Greedy approximation with respect to the trigonometric system
Greedy approximation with respect to dictionaries
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