Near-optimal Closed-loop Method via Lyapunov Damping for Convex Optimization

Severin Maier, Camille Castera, Peter Ochs

We introduce an autonomous system with closed-loop damping for first-order convex optimization. While, to this day, optimal rates of convergence are almost exclusively achieved by…