2 papers
math.OC2026
Inertial dynamical systems and accelerated algorithms with implicit Hessian-driven damping for nonconvex optimization
Zeying Gao, Xiangkai Sun, Liang He
This paper is devoted to the investigation of inertial dynamical systems with implicit Hessian-driven damping for strongly quasiconvex optimization which is a specific class of non…
math.OC2025
Inertial primal-dual dynamics with Hessian-driven damping and Tikhonov regularization for convex-concave bilinear saddle point problems
Xiangkai Sun, Liang He, Xianjun Long
This paper deals with a second-order primal-dual dynamical system with Hessian-driven damping and Tikhonov regularization terms in connection with a convex-concave bilinear saddle…