Geometric Data-Driven Dimensionality Reduction in MPC with Guarantees

Roland Schurig, Andreas Himmel, Rolf Findeisen

We address the challenge of dimension reduction in the discrete-time optimal control problem which is solved repeatedly online within the framework of model predictive control. Our…