Greedy Approximation
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 g…
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Produktdetails
- ISBN: 978-1-139-15377-5
- EAN: 9781139153775
- Produktnummer: 13890452
- Verlag: Cambridge University Press
- Sprache: Englisch
- Erscheinungsjahr: 2011
- Seitenangabe: 0 S.
- Plattform: PDF
- Masse: 2'810 KB
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