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Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping

Cristian Daniel Alecsa, Szilárd Csaba László

SIAM Journal on Optimization · 2021 · 21 citations · 21 references

DOI

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Abstract

Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 23 November 2020Accepted: 03 August 2021Published online: 11 November 2021Keywordsconvex optimization, heavy ball method, continuous second order dynamical system, Tikhonov regularization, convergence rate, strong convergenceAMS Subject Headings34G20, 47J25, 90C25, 90C30, 65K10Publication DataISSN (print): 1052-6234ISSN (online): 1095-7189Publisher: Society for Industrial and Applied MathematicsCODEN: sjope8

References

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Fast convergence of inertial dynamics and algorithms with asymptotic vanishing viscosity

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The Rate of Convergence of Nesterov's Accelerated Forward-Backward Method is Actually Faster Than $1/k^2$

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A Dynamical Approach to Convex Minimization Coupling Approximation with the Steepest Descent Method

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