Modern technological and socially - economic systems represent difficult soft formalize the systems functioning in conditions of the big uncertainty, incompleteness of knowledge and fuzzy of descriptions both the system, and signals working on it. In due course it became clear, that for management of such systems there is not enough application of classical methods of the theory of control and development of new methods and approaches is necessary.