1 citations · 2 across the 6 of their papers we have counts for
6 papers
Solving nonconvex optimization problems via a second order dynamical system with unbounded damping
Szilárd Csaba László
In this paper we study a second order dynamical system with variable coefficients in connection to the minimization problem of a smooth nonconvex function. The convergence of the t…
Strong convergence and fast rates for systems with Tikhonov regularization
Ernö Robert Csetnek, Szilárd Csaba László
We introduce and investigate the asymptotic behaviour of the trajectories of a second order dynamical system with Tikhonov regularization for solving a monotone equation with singl…
A proximal-gradient inertial algorithm with Tikhonov regularization: strong convergence to the minimal norm solution
Szilárd Csaba László
We investigate the strong convergence properties of a proximal-gradient inertial algorithm with two Tikhonov regularization terms in connection to the minimization problem of the s…
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…
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…
On the convergence of an inertial proximal algorithm with a Tikhonov regularization term
Szilárd Csaba László
This paper deals with an inertial proximal algorithm that contains a Tikhonov regularization term, in connection to the minimization problem of a convex lower semicontinuous functi…