Balas and Saltzman identified several classes of facet inducing inequa
lities for the three-index assignment polytope, and gave O(n4) separat
ion algorithms for two of them. We give O(n3) separation algorithms fo
r these two classes of facets, and also for a third class. Since the t
hree-index assignment problem has n3 variables, these algorithms are l
inear-time and their complexity is best possible.