Restricted nonlinear approximation

verfasst von
A. Cohen, R. A. DeVore, R. Hochmuth
Abstract

We introduce a new form of nonlinear approximation called restricted approximation. It is a generalization of n-term wavelet approximation in which a weight function is used to control the terms in the wavelet expansion of the approximant. This form of approximation occurs in statistical estimation and in the characterization of interpolation spaces for certain pairs of Lp and Besov spaces. We characterize, both in terms of their wavelet coefficients and also in terms of their smoothness, the functions which are approximated with a specified rate by restricted approximation. We also show the relation of this form of approximation with certain types of thresholding of wavelet coefficients.

Externe Organisation(en)
Université Paris 6
University of South Carolina
Freie Universität Berlin (FU Berlin)
Typ
Artikel
Journal
Constructive approximation
Band
16
Seiten
85-113
Anzahl der Seiten
29
ISSN
0176-4276
Publikationsdatum
2000
Publikationsstatus
Veröffentlicht
Peer-reviewed
Ja
ASJC Scopus Sachgebiete
Analysis, Allgemeine Mathematik, Computational Mathematics
Elektronische Version(en)
https://doi.org/10.1007/s003659910004 (Zugang: Unbekannt)
 

Details im Forschungsportal „Research@Leibniz University“