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Greedy approximation for biorthogonal systems in quasi-Banach spaces

Fernando Albiac, José L. Ansorena, Pablo M. Berná, P. Wojtaszczyk

2021Academica-e (Universidad Pública de Navarra)33 citationsDOI

Abstract

The general problem addressed in this work is the development of a systematic study of the thresholding greedy algorithm for general biorthogonal systems in quasi-Banach spaces from a functional-analytic point of view. If (Formula Presented) is a biorthogonal system in X then for each x ∈ X we have a formal expansion (Formula Presented). The thresholding greedy algorithm (with threshold ε > 0) applied to x is formally defined as (Formula Presented). The properties of this operator give rise to the different classes of greedy-type bases. We revisit the concepts of greedy, quasi-greedy, and almost greedy bases in this comprehensive framework and provide the (non-trivial) extensions of the corresponding characterizations of those types of bases. As a by-product of our work, new properties arise, and the relations among them are carefully discussed.

Topics & Concepts

Biorthogonal systemMathematicsBanach spaceGreedy algorithmEberlein–Šmulian theoremPure mathematicsBiorthogonal waveletDiscrete mathematicsLp spaceMathematical optimizationWaveletComputer scienceWavelet transformArtificial intelligenceAdvanced Numerical Analysis TechniquesMathematical Approximation and IntegrationDifferential Equations and Numerical Methods
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