
arXiv: 1709.04700
handle: 21.11116/0000-0003-A67B-8
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.
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)
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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