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math.OC2024★ 1 cited
Solving convex optimization problems via a second order dynamical system with implicit Hessian damping and Tikhonov regularization
Szilárd Csaba László
This paper deals with a second order dynamical system with a Tikhonov regularization term in connection to the minimization problem of a convex Fréchet differentiable function. The…
math.OC2023★ 1 cited
A Nesterov type algorithm with double Tikhonov regularization: fast convergence of the function values and strong convergence to the minimal norm solution
Mikhail Karapetyants, Szilárd Csaba László
We investigate the strong convergence properties of a Nesterov type algorithm with two Tikhonov regularization terms in connection to the minimization problem of a smooth convex fu…