In this paper we look at the
problem of maximizing a function P defined on a manifold M. Although we shall be
primarily concerned with the case where M is a certain polyhedron in a Euclidean
space Rn and P is a polynomial with nonnegative coefficients defined on Rn, some of
our results are valid in greater generality.