Robust and structure exploiting optimization algorithms: An integral quadratic constraint approach

Simon Michalowsky, Carsten Scherer, Christian Ebenbauer

We consider the problem of analyzing and designing gradient-based discrete-time optimization algorithms for a class of unconstrained optimization problems having strongly convex ob…