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20242026
most citedTikhonov regularization of second-order plus first-order primal-dual dynamical systems for separable convex optimization

2 citations · 2 across the 3 of their papers we have counts for

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math.OC2026

Inertial Primal-Dual Dynamics Methods Featuring Implicit Hessian-Driven Damping for Convex Optimization Problems in Continuous and Discrete Time

Xiangkai Sun, Zeying Gao, Liang He +1

This paper investigates inertial primal-dual dynamics with implicit Hessian-driven damping for strongly convex optimization problems with linear equality constraints. We first esta…

math.OC2026

Primal-dual dynamical systems with closed-loop control for convex optimization in continuous and discrete time

Huan Zhang, Xiangkai Sun, Shengjie Li +1

This paper develops a primal-dual dynamical system where the coefficients are designed in closed-loop way for solving a convex optimization problem with linear equality constraints…