A method is proposed to find the optimum point in the stochastic optimization problem by replacing the original criterion with an empirical estimate. We consider the asymptotic behavior of the measures generated by empirical estimates of the optimality criterion and its optimum points given that the op- timum point is an interior point of the constraint set.