The algorithm for preliminary discrete pattern recognition

A method is proposed for a preliminary classification of binary described objects based on monotone separators. Constructed separators serves as a basis for bijective transformation of defining Boolean cube. The monotonizing transformation conserves a certain potential-type closeness function of vertices of Boolean cube which suggests to perform the classification of objects.