  This paper presents a new class of 8th order canonical polynomials in
n-dimensional real space. Based on the sequential canonical dual
transformation, all extrema are obtained. The method can be used to solve the
associated 7th order nonlinear algebraic equations. Optimality conditions are
provided to find both global minimizers and local extrema. Applications are
illustrated by examples.
