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Article . 2018
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Journal of Convex Analysis
Article . 2018 . Peer-reviewed
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Article . 2018
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On Proximal Mappings with Young Functions in Uniformly Convex Banach Spaces

On proximal mappings with Young functions in uniformly convex Banach spaces
Authors: Bačák, M.; Kohlenbach, U.;

On Proximal Mappings with Young Functions in Uniformly Convex Banach Spaces

Abstract

It is well known in convex analysis that proximal mappings on Hilbert spaces are 1-Lipschitz. In the present paper we show that proximal mappings on uniformly convex Banach spaces are uniformly continuous on bounded sets. Moreover, we introduce a new general proximal mapping whose regularization term is given as a composition of a Young function and the norm, and formulate our results at this level of generality. It is our aim to obtain the corresponding modulus of uniform continuity explicitly in terms of a modulus of uniform convexity of the norm and of moduli witnessing properties of the Young function. We also derive several quantitative results on uniform convexity, which may be of interest on their own.

Keywords

convex function, proximal mapping, Applications of functional analysis in optimization, convex analysis, mathematical programming, economics, modulus of uniform convexity, duality mapping, Functional Analysis (math.FA), uniformly convex function, Geometry and structure of normed linear spaces, Abstract approximation theory (approximation in normed linear spaces and other abstract spaces), uniformly convex Banach space, Optimization and Control (math.OC), Young function, Optimization and Control, FOS: Mathematics, Functional Analysis, 46T20 (Primary), 46B20 (Secondary)

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citations
The total number of citations received by all articles of the researcher of interest.
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
Green