Experiences with enumeration of integer projections of parametric polytopes

Abstract. Many compiler optimization techniques depend on the abil-ity to calculate the number of integer values that satisfy a given set of linear constraints. This count (the enumerator of a parametric poly-tope) is a function of the symbolic parameters that may appear in the constraints. In an extended problem (the “integer projection ” of a para-metric polytope), some of the variables that appear in the constraints may be existentially quantified and then the enumerated set corresponds to the projection of the integer points in a parametric polytope. This paper shows how to reduce the enumeration of the integer projection of parametric polytopes to the enumeration of parametric polytopes. Two approaches are described and experimentally compared. Both can solve problems that were considered very difficult to solve analytically.