The procedure directed search for specific operations on algorithms

This paper considers the logical approach to the theoretical justification of constructing correct algorithms that extend the area of the solutions obtained on the basis of existing algorithms. The proposed method makes it possible on the basis of a given set of pattern recognition algorithms to identify additional knowledge of a given subject area and to build a minimum rule, providing additional training of these algorithms.