Another approach to build Lyapunov functions for the first order methods in the quadratic case

Daniil Merkulov, Ivan Oseledets

Lyapunov functions play a fundamental role in analyzing the stability and convergence properties of optimization methods. In this paper, we propose a novel and straightforward appr…