2 papers
math.OC2026
Convergence Analysis of Hessian-Damped Tikhonov Regularized Dynamics with Oscillation Control for Convex-Concave Bilinear Saddle Point Problems
Bohan Zhang, Xiaojun Zhang
In this paper, we propose a class of general second-order primal-dual dynamical systems with Tikhonov regularization and Hessian-driven damping for solving convex-concave bilinear…
math.OC2026
A General Tikhonov Regularized Second-Order Dynamical System for Convex-Concave Bilinear Saddle Point Problems
Bohan Zhang, Xiaojun Zhang
In this paper, we propose a general Tikhonov regularized second-order dynamical system with viscous damping, time scaling and extrapolation coefficients for the convex-concave bili…