Model Predictive Control

Optimal control for linear systems with quadratic cost.

Control that remains stable under model uncertainty.

Classical controller balancing responsiveness and stability.

System returns to equilibrium after disturbance.

Stability proven via monotonic decrease of Lyapunov function.

Finding control policies minimizing cumulative cost.