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A Lyusternik-Graves theorem for the proximal point method

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posted on 2025-05-10, 23:44 authored by Francisco J. Aragón Artacho, Michaël Gaydu
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 (x̅,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.

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Journal title

Computational Optimization and Applications

Volume

52

Pagination

785-803

Publisher

Springer

Language

  • en, English

College/Research Centre

Faculty of Science and Information Technology

School

School of Mathematical and Physical Sciences

Rights statement

The final publication is available at www.springerlink.com

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