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Almost Optimality of the Orthogonal Super Greedy Algorithm for μ-Coherent Dictionaries

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We study the approximation capability of the orthogonal super greedy algorithm (OSGA) with respect to μ-coherent dictionaries in Hilbert spaces. We establish the Lebesgue-type inequalities for OSGA, which show that… Click to show full abstract

We study the approximation capability of the orthogonal super greedy algorithm (OSGA) with respect to μ-coherent dictionaries in Hilbert spaces. We establish the Lebesgue-type inequalities for OSGA, which show that the OSGA provides an almost optimal approximation on the first [1/(18μs)] steps. Moreover, we improve the asymptotic constant in the Lebesgue-type inequality of OGA obtained by Livshitz E D.

Keywords: orthogonal super; super greedy; greedy algorithm; coherent dictionaries

Journal Title: Axioms
Year Published: 2022

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