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Uniformity and inexact version of a proximal method for metrically regular mappings

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posted on 2025-05-09, 07:23 authored by Francisco J. Aragón Artacho, Michel H. Geoffroy
We study stability properties of a proximal point algorithm for solving the inclusion 0∈T(x) when T is a set-valued mapping that is not necessarily monotone. More precisely we show that the convergence of our algorithm is uniform, in the sense that it is stable under small perturbations whenever the set-valued mapping T is metrically regular at a given solution. We present also an inexact proximal point method for strongly metrically subregular mappings and show that it is super-linearly convergent to a solution to the inclusion 0∈T(x).

History

Journal title

Journal of Mathematical Analysis and Applications

Volume

335

Issue

1

Pagination

168-183

Publisher

Elsevier

Language

  • en, English

College/Research Centre

Faculty of Science and Information Technology

School

School of Mathematical and Physical Sciences

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