On the possibilities of synthesis of dynamical systems with given properties by pattern recognition methods

A new approach to the synthesis of dynamical systems with given properties is presented that is based on the statement of a synthesis problem as a pattern recognition problem with active experiment and its solution by the methods of data mining. The need for the development of a new approach has been called forth by the laboriousness, and often by the impossibility to solve this topical problem during the synthesis of dynamical systems of sufficiently large dimension and with a large number of parameters. The specific features of the statement and solution of this problem are illustrated by an example of the synthesis of quasi-invariant control systems.