Variational smoothness assumptions in convergence rate theory—an overview

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 dif...

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Veröffentlicht in:Journal of inverse and ill-posed problems 2013-06, Vol.21 (3), p.395-409
1. Verfasser: Flemming, Jens
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0928-0219
1569-3945
DOI:10.1515/jip-2013-0001