STRUCTURAL SYNTHESIS BY CRITERION OF SUSTAINABILITY IN THE PROBLEM OF CLASSIFICATION OF OBJECTS-MULTIONS

The article deals with the problem of classification of sets, where objects are defined as sets of multidimensional observations. The solution of the problem is proposed to carry out in the space of parameters of models of objects of classification built on the structure which is selected from the condition of the best value of the criterion of separation. To find such a structure, an algorithm for the method of group consideration of arguments is developed, the external criterion of which is the criterion of separation in three forms: in-class variance, intercolumn variance and their relation.