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Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping

Authors :
Cristian Daniel Alecsa
Szilárd László
Source :
SIAM Journal on Optimization. 31:2921-2954
Publication Year :
2021
Publisher :
Society for Industrial & Applied Mathematics (SIAM), 2021.

Abstract

This paper examines a perturbed heavy ball system with vanishing damping that contains a Tikhonov regularization term in connection to the minimization problem of a convex Frechet differentiable fu...

Subjects

Subjects :
Tikhonov regularization
Rate of convergence
Convex optimization
Minimization problem
Mathematical analysis
Fréchet derivative
Regular polygon
Ball (mathematics)
Software
Theoretical Computer Science
Mathematics
Connection (mathematics)

Details

ISSN :
10957189 and 10526234
Volume :
31
Database :
OpenAIRE
Journal :
SIAM Journal on Optimization
Accession number :
edsair.doi...........e58557b176974c888f81359a5e46c361

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