The book contains the main ideas and facts of the theory of controlled random processes. Processes with discrete and continuous time with general cost functionality, controlled stochastic differential equations are considered. The conditions for the existence of optimal controls are obtained, general methods for constructing e-optimal controls are given. Designed for scientists, students and graduate students involved in probability theory and its applications, automatic control systems, mathematical economics, experimental planning and reliability theory.