Harnessing Data for Accelerating Model Predictive Control by Constraint Removal

Zhinan Hou, Feiran Zhao, Keyou You

Model predictive control (MPC) solves a receding-horizon optimization problem in real-time, which can be computationally demanding when there are thousands of constraints. To accel…