A Proof of Equivalence of (8) and (9) We state (8) and (9)

We will show that the optimal solutions to both these optimization problems are equal. Cp will each be of the form x avg ( x) . This fact will be useful later on. We will now verify that this assignment satisfies all the KKT conditions. Next, we verify primal feasibility.