Description: Presents the theory of stochastic optimal control sys- tems and methods for their design and analysis. Covers principles of optimization, Lagrange’s equation, linear-quadratic-Gaussian control; certainty-equiva- lence; the minimum principle; the Hamilton-Jacobi- Bellman equation; and the algebraic Ricatti equation.