Theory of equivalence systems for describing the algebraic closures of a generalized estimation model.

The recognition problem is considered in which the initial information is given by the values of similarity functions on pairs of objects. A generalization of the estimation algorithm model for this problem is proposed. A theory for the description and analysis of algebraic closures of the generalized and classical models is developed. [ABSTRACT FROM AUTHOR]