Abstract. The problems of partition of a set of vectors with nonnegative items into two classes with respect to threshold values by using adaptive logical systems is considered. The correctness of the corresponding algorithms for implementation of such partition is proved for an arbitrary threshold value and vector dimension.

Keywords: Boolean function, classification, integer vectors, threshold value.