Abstract
This paper introduces two fundamental families of ‘quasi-polyhedra’ — polyhedra with a countably infinite number of facets — that arise in the context of integer quadratic programming. It is shown that any integer quadratic program can be reduced to the minimisation of a linear function over a quasi-polyhedron in the first family. Some fundamental properties of the quasi-polyhedra are derived, along with connections to some other well-studied convex sets. Several classes of facet-inducing inequalities are also derived. Finally, extensions to the mixed-integer case are briefly examined.
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Aardal, K.I., Weismantel, R.: Polyhedral combinatorics. In: Dell’Amico, M., Mafioli, F., Martello, S. (eds.) Annotated Bibliographies in Combinatorial Optimization. Wiley, New York (1997)
Anderson, E.J., Goberna, M.A., López, M.A.: Simplex-like trajectories on quasi-polyhedral sets. Math. Oper. Res. 26, 147–162 (2001)
Balas, E.: Disjunctive programming. Ann. Discr. Math. 5, 3–51 (1979)
Boros, E., Hammer, P.L.: Cut-polytopes, Boolean quadric polytopes and nonnegative quadratic pseudo-Boolean functions. Math. Oper. Res. 18, 245–253 (1993)
Burer, S., Letchford, A.N.: On non-convex quadratic programming with box constraints. SIAM J. Opt. 20, 1073–1089 (2009)
Cook, W., Kannan, R., Schrijver, A.: Chvátal closures for mixed integer programming problems. Math. Program. 47, 155–174 (1990)
Deza, M.M., Laurent, M.: Geometry of Cuts and Metrics. Springer, Berlin (1997)
van Emde Boas, P.: Another NP-complete problem and the complexity of computing short vectors in a lattice. Technical Report 81-04, Mathematics Institute, University of Amsterdam (1981)
Khachiyan, L., Porkolab, L.: Integer optimization on convex semialgebraic sets. Discr. Comput. Geom. 23, 207–224 (2000)
Lovász, L., Schrijver, A.J.: Cones of matrices and set-functions and 0-1 optimization. SIAM J. Opt. 1, 166–190 (1991)
Michaels, D., Weismantel, R.: Polyhedra related to integer-convex polynomial systems. Math. Program. 105, 215–232 (2006)
Murty, K.G., Kabadi, S.N.: Some \(\mathcal{NP}\)-complete problems in quadratic and nonlinear programming. Math. Program. 39, 117–129 (1987)
Newman, M.: Integral Matrices. Academic Press, New York (1972)
Padberg, M.W.: The boolean quadric polytope: some characteristics, facets and relatives. Math. Program. 45, 139–172 (1989)
Ramana, M.: An Algorithmic Analysis of Multiquadratic and Semidefinite Programming Problems. PhD thesis, Johns Hopkins University, Baltimore, MD (1993)
Schrijver, A.: Combinatorial Optimization: Polyhedra and Efficiency. Springer, Berlin (2003)
Sherali, H.D., Adams, W.P.: A Reformulation-Linearization Technique for Solving Discrete and Continuous Nonconvex Problems. Kluwer, Dordrecht (1998)
Yajima, Y., Fujie, T.: A polyhedral approach for nonconvex quadratic programming problems with box constraints. J. Global Opt. 13, 151–170 (1998)
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Letchford, A.N. (2010). Integer Quadratic Quasi-polyhedra. In: Eisenbrand, F., Shepherd, F.B. (eds) Integer Programming and Combinatorial Optimization. IPCO 2010. Lecture Notes in Computer Science, vol 6080. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13036-6_20
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DOI: https://doi.org/10.1007/978-3-642-13036-6_20
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