A fast continuous time approach for non-smooth convex optimization using Tikhonov regularization technique

In this paper we would like to address the classical optimization problem of minimizing a proper, convex and lower semicontinuous function via the second order in time dynamics, combining viscous and Hessian-driven damping with a Tikhonov regularization term. In our analysis we heavily exploit the M...

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Bibliographic Details
Published in:Computational optimization and applications Vol. 87; no. 2; pp. 531 - 569
Main Author: Karapetyants, Mikhail A.
Format: Journal Article
Language:English
Published: New York Springer US 01.03.2024
Springer Nature B.V
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ISSN:0926-6003, 1573-2894
Online Access:Get full text
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