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Sparse approximation with bases [electronic resource]
- 作者： Temlyakov, Vladimir.
- 其他作者：
- 其他題名：
- Advanced courses in mathematics, CRM Barcelona
- 出版： Basel : Springer Basel :Imprint: Birkhauser
- 叢書名： Advanced courses in mathematics, CRM Barcelona
- 主題： Approximation theory , Mathematics , Approximations and Expansions. , Functional analysis , Algorithms
- ISBN： 9783034808903 (electronic bk.) 、 9783034808897 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
- 內容註: 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.
- 摘要註: 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.
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讀者標籤：
- 系統號： 005132901 | 機讀編目格式
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