The first part gives the main provisions of the theory of optimal controls: performance management; analytical design of regulators; methods for solving problems by classical calculus of variations, the principle of maximum and dynamic programming. The second part is devoted to self-tuning systems and in particular extreme ones. Accurate and approximate calculations of transients and qualitative indicators of univariate and multidimensional systems are given...