Interval arithmetic provides an efficient method of global optimization. With less efficiency all stationary points of a function can be found. A minimization method is described and applied to an econometric function. The results are compared with the method of simulated annealing on the same function. Citation Copyright 1994 by Kluwer Academic Publishers.