Fast convex optimization via time scale and averaging of the steepest descent

Hedy Attouch, Radu Ioan Bot, Dang-Khoa Nguyen

In a Hilbert setting, we develop a gradient-based dynamic approach for fast solving convex optimization problems. By applying time scaling, averaging, and perturbation techniques t…