A basic result in ordinary (Lagrange) convex programming is the saddlepoint duality theorem concerning optimization problems with convex inequalities and linear-affine equalities satisfying a Slater condition. This note shows that this result is equivalent to the duality theorem of Fenchel.
Supported in part by the U.S. Army Research Office (Durham) under Contract No. DAHC04-73-C-0032.