Greedy approximation / Vladimir Temlyakov.
"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 t...
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| Main Author: | |
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| Language: | English |
| Published: |
Cambridge ; New York :
Cambridge University Press,
2011.
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| Series: | Cambridge monographs on applied and computational mathematics ;
20. |
| Subjects: | |
| Physical Description: | xiv, 418 pages : illustrations ; 24 cm. |
| Format: | Book |
Contents:
- Machine generated contents note: Preface; 1. Greedy approximation with respect to bases; 2. Greedy approximation with respect to dictionaries: Hilbert spaces; 3. The entropy; 4. Approximation in learning theory; 5. Approximation in compressed sensing; 6. Greedy approximation with respect to dictionaries: Banach spaces; References; Index.