[en] A pseudo-Boolean function is a real valued function defined on the vertices of the unit n-dimensional hypercube. It has a unique expression as a multilinear polynomial in n variables. It is called almost-positive if all the coefficients in that expression, except maybe those in the linear part, are nonnegative. The almost-positive functions form a convex cone, given explicitly by its extreme rays. Here we describe this cone by a system of linear inequalities, which can be viewed as a natural generalization of supermodularity to higher orders. We also point out a characterization in terms of the sign of partial derivatives.
Disciplines :
Quantitative methods in economics & management Mathematics
Author, co-author :
Crama, Yves ; Université de Liège - ULiège > HEC Liège : UER > Recherche opérationnelle et gestion de la production
Hammer, Peter L.
Holzman, Ron
Language :
English
Title :
A characterization of a cone of pseudo-Boolean functions via supermodularity-type inequalities
Publication date :
1989
Main work title :
Quantitative Methoden in den Wirtschaftswissenschaften