The connections between Lyapunov functions for some optimization algorithms and differential equations

J. M. Sanz-Serna, Konstantinos C. Zygalakis

In this manuscript, we study the properties of a family of second-order differential equations with damping, its discretizations and their connections with accelerated optimization…