One is a set of independent vertices, and the other is a pseudo-Boolean optimization problem.
we can redefine g λ (Z) as A sufficient condition for g λ (Z) to be graph representable is that coefficients of all non-linear terms are non-negative (Freedman and Drineas, 2005).