The basics of the mathematical apparatus used in the study and description of cybernetic models and methods for optimizing complex systems are described. Compared to the 1980 edition, the book added new sections on vector derivatives, multidimensional normal distribution and Gaussian Markov random processes, matrix models of systems, signal filtering, etc.