A Lyusternik–Graves theorem for the proximal point method

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Title: A Lyusternik–Graves theorem for the proximal point method
Authors: Aragón Artacho, Francisco Javier | Gaydu, Michaël
Research Group/s: Laboratorio de Optimización (LOPT)
Center, Department or Service: Universidad de Alicante. Departamento de Estadística e Investigación Operativa
Keywords: Proximal point algorithm | Generalized equations | Perturbations | Metric regularity | Strong regularity
Knowledge Area: Estadística e Investigación Operativa | Análisis Matemático
Issue Date: 1-Oct-2011
Publisher: Springer Science+Business Media, LLC
Citation: ARAGÓN ARTACHO, Francisco J.; GAYDU, Michaël. "A Lyusternik–Graves theorem for the proximal point method". Computational Optimization and Applications. Vol. 52, Issue 3 (July 2012). ISSN 0926-6003, pp. 785-803
Abstract: We consider a generalized version of the proximal point algorithm for solving the perturbed inclusion y∈T(x), where y is a perturbation element near 0 and T is a set-valued mapping acting from a Banach space X to a Banach space Y which is metrically regular around some point (xˉ,0) in its graph. We study the behavior of the convergent iterates generated by the algorithm and we prove that they inherit the regularity properties of T, and vice versa. We analyze the cases when the mapping T is metrically regular and strongly regular.
Sponsor: Research of the first author was partially supported by Ministerio de Ciencia e Innovación (Spain), grant MTM2008-06695-C03-01 and program “Juan de la Cierva”. Research of the second author was partially supported by Contract EA4540 (France).
URI: http://hdl.handle.net/10045/29039
ISSN: 0926-6003 (Print) | 1573-2894 (Online)
DOI: 10.1007/s10589-011-9439-6
Language: eng
Type: info:eu-repo/semantics/article
Rights: The original publication is available at www.springerlink.com
Peer Review: si
Publisher version: http://dx.doi.org/10.1007/s10589-011-9439-6
Appears in Collections:INV - LOPT - Artículos de Revistas

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