Linear–quadratic regulator

The Linear-Quadratic Regulator (LQR) is an optimal control strategy used in control theory to design a controller that regulates the state of a linear dynamic system to minimize a specified cost function. The primary setup involves a linear time-invariant system described by state space equations, and the goal is to determine the optimal control input that minimizes a quadratic cost function associated with state deviation and control effort.