Approximate non-linear model predictive control with safety-augmented neural networks

Henrik Hose, Johannes Köhler, Melanie N. Zeilinger +1

Model predictive control (MPC) achieves stability and constraint satisfaction for general nonlinear systems, but requires computationally expensive online optimization. This paper…