Certainty-Equivalence Model Predictive Control: Stability, Performance, and Beyond

Changrui Liu, Shengling Shi, Bart De Schutter

Handling model mismatch is a common challenge in model predictive control (MPC). While robust MPC is effective, its conservatism often makes it less desirable. Certainty-equivalenc…