The identification ofseveral sets in the multidimensional space
In order to evaluate the precision of a decision rule two surrogate functionals are suggested and considered. Necessary conditions for optimality in the sense of these two functionals are deduced. Reasoning from the mentioned conditions the algorithm for constructing an optimal decision rule is built. The theorem of algorithm convergence is proved.