4.2 Article

Variational smoothness assumptions in convergence rate theory-an overview

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JOURNAL OF INVERSE AND ILL-POSED PROBLEMS
卷 21, 期 3, 页码 395-409

出版社

WALTER DE GRUYTER GMBH
DOI: 10.1515/jip-2013-0001

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Nonlinear ill-posed problems; Tikhonov regularization; convergence rates; smoothness assumptions

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Variational smoothness assumptions are a concept for measuring abstract smoothness of solutions to operator equations. Such assumptions are useful for analyzing regularization methods, especially for proving convergence rates in Banach spaces and in more general settings. We collect results from different papers published by several authors during the last five years. The aim is to present an overview of this relatively new concept to the interested reader without going too deep into the details.

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