Tight global linear convergence rate bounds for operator splitting methods

In this paper we establish necessary and sufficient conditions for global linear convergence rate bounds in operator splitting methods for a general class of convex optimization problems where the associated fixed-point operator is strongly quasinonexpansive. We also provide a tight bound on the ach...