  In this paper we discuss certain theoretical properties of algorithm
selection approach to image processing and to intelligent system in general. We
analyze the theoretical limits of algorithm selection with respect to the
algorithm selection accuracy. We show the theoretical formulation of a crisp
bound on the algorithm selector precision guaranteeing to always obtain better
than the best available algorithm result.
