The study of integer points in convex polyhedra[1] is motivated by questions such as "how many nonnegative integer-valued solutions does a system of linear equations with nonnegative coefficients have" or "how many solutions does an integer linear program have". Counting integer points in polyhedra or other questions about them arise in representation theory, commutative algebra, algebraic geometry, statistics, and computer science.[2]
The set of integer points, or, more generally, the set of points of an affine lattice, in a polyhedron is called Z-polyhedron,[3] from the mathematical notation or Z for the set of integer numbers.[4]
Properties
editFor a lattice Λ, Minkowski's theorem relates the number d(Λ) (the volume of a fundamental parallelepiped of the lattice) and the volume of a given symmetric convex set S to the number of lattice points contained in S.
The number of lattice points contained in a polytope all of whose vertices are elements of the lattice is described by the polytope's Ehrhart polynomial. Formulas for some of the coefficients of this polynomial involve d(Λ) as well.
Applications
editLoop optimization
editIn certain approaches to loop optimization, the set of the executions of the loop body is viewed as the set of integer points in a polyhedron defined by loop constraints.
See also
editReferences and notes
edit- ^ In some contexts convex polyhedra are called simply "polyhedra".
- ^ Integer points in polyhedra. Geometry, Number Theory, Representation Theory, Algebra, Optimization, Statistics Archived 2009-08-01 at the Wayback Machine, ACM--SIAM Joint Summer Research Conference, 2006
- ^ The term "Z-polyhedron" is also used as a synonym to convex lattice polytope, the convex hull of finitely many points in an affine lattice.
- ^ "Computations on Iterated Spaces" in: The Compiler Design Handbook: Optimizations and Machine Code Generation, CRC Press 2007, 2nd edition, ISBN 1-4200-4382-X, p.15-7
Further reading
edit- Barvinok, Alexander; Beck, Matthias; Haase, Christian; Reznick, Bruce; Welker, Volkmar (2005), Integer Points In Polyhedra: Proceedings of the AMS-IMS-SIAM Joint Summer Research Conference held in Snowbird, UT, July 13–17, 2003, Contemporary Mathematics, vol. 374, Providence, RI: American Mathematical Society, doi:10.1090/conm/374, ISBN 0-8218-3459-2, MR 2134757
- Barvinok, Alexander (2008), Integer Points In Polyhedra, Zurich Lectures in Advanced Mathematics, Zürich: European Mathematical Society, doi:10.4171/052, ISBN 978-3-03719-052-4, MR 2455889
- Beck, Matthias; Haase, Christian; Reznick, Bruce; Vergne, Michèle; Welker, Volkmar; Yoshida, Ruriko (2008), Integer Points In Polyhedra: Geometry, Number Theory, Representation Theory, Algebra, Optimization, Statistics (PDF), Contemporary Mathematics, vol. 452, Providence, RI: American Mathematical Society, doi:10.1090/conm/452, ISBN 978-0-8218-4173-0, MR 2416261