A Fundamental Convergence Rate Bound for Gradient Based Online Optimization Algorithms with Exact Tracking

Alex Xinting Wu, Ian R. Petersen, Iman Shames

In this paper, we consider algorithms with integral action for solving online optimization problems characterized by quadratic cost functions with a time-varying optimal point desc…