Ensuring fairness in computational problems has emerged as a $key$ topic during recent years, buoyed by considerations for equitable resource distributions and social justice. It $is$ possible to incorporate from several perspectives, such using optimization, game-theoretic or machine learning frameworks. In this paper we address the problem of incorporation $combinatorial$ $optimization$ persp...