The paper establishes fast convergence rates and weak/strong convergence guarantees for a Tikhonov-regularized inertial dynamical system on convex problems, together with its time-discretized inertial proximal gradient algorithm.
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Convergence analysis of a Tikhonov regularized inertial dynamical system and algorithm for convex optimization problems
The paper establishes fast convergence rates and weak/strong convergence guarantees for a Tikhonov-regularized inertial dynamical system on convex problems, together with its time-discretized inertial proximal gradient algorithm.