Next, we see that the two objective functions in fact have identical solutions when the optimization enforces the constraint that p and q are equal: Indeed, as α gets large, the solutions considered viable are those only where p = q.
we thus have that: the two objectives should yield the same solution as long as α ≥ w ij for all i, j.