An online convex optimization algorithm for controlling linear systems with state and input constraints

Marko Nonhoff, Matthias A. Müller

This paper studies the problem of controlling linear dynamical systems subject to point-wise-in-time constraints. We present an algorithm similar to online gradient descent, that c…