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Facets and lifting procedures for the set covering polytope

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Abstract

Given a family of subsets of an arbitrary groundsetE, acover of is any setCE having non-empty intersection with every subset inℱ.

In this paper we deal with thecovering polytope, i.e., the convex hull of the incidence vectors of all the covers ofℱ. In Section 2 we review all the known properties of the covering polytope. In Sections 3 and 4 we introduce two new classes of non-Boolean facets of such a polytope. In Sections 5 and 6 we describe some non-sequential lifting procedures. In Section 7 a generalization of the notion ofweb introduced by L.E. Trotter is presented together with the facets of the covering polytope produced by such a structure.

Moreover, the strong connections between several combinatorial problems and the covering problem are pointed out and, exploiting those connections, some examples are presented of new facets for the Knapsack and Acyclic Subdigraph polytopes.

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References

  1. E. Balas, “Facets of the knapscak polytope,”Mathematical Programming 8 (1975) 146–164.

    Google Scholar 

  2. E. Balas, “Cutting planes from conditional bounds: a new approach to set covering,”Mathematical Programming Study 12 (1980) 19–36.

    Google Scholar 

  3. E. Balas and A.C. Ho, “Set covering algorithms using cutting planes, heuristics, and subgradient optimization: a computational study,”Mathematical Programming Study 12 (1980) 37–60.

    Google Scholar 

  4. E. Balas and S.M. Ng, “On the set covering polytope: I. All the facets with coefficients in {0, 1, 2},” Management Science Research Report n. MSRR-522, Graduate School of Industrial Administration, Carnegie Mellon University (Pittsburgh, PA, 1986).

    Google Scholar 

  5. E. Balas and E. Zemel, “Facets of the knapsack polytope from minimal covers,”SIAM Journal on Applied Mathematics 34 (1978) 119–148.

    Google Scholar 

  6. N. Christofides and S. Korman, “A computational survey of methods for the set covering problem,” Report 73/2, Imperial College of Science and Technology (London, 1973).

    Google Scholar 

  7. M. Conforti and M. Laurent, “On the facial structure of independence systems polyhedra,” preprint New York University (New York, NY, 1986).

    Google Scholar 

  8. G. Cornuejols and A. Sassano, “On the 0, 1 facets of the set covering polytope,”Mathematical Programming, 43 (1989) 45–55.

    Google Scholar 

  9. H. Crowder, E.L. Johnson and M.W. Padberg, “Solving large-scale zero–one linear programming problems,”Operations Research 31 (1983) 803–834.

    Google Scholar 

  10. R. Euler, M. Jünger and G. Reinelt, “Generalization of cliques, odd cycles and anticyles and their relation to independence system polyhedra,” Preprint n. 16, Matematisches Institut Universität Augsburg (Augsburg, 1984).

    Google Scholar 

  11. D.R. Fulkerson, G.L. Nemhauser and L.E. Trotter, “Two computationally difficult set covering problems that arise in computing the 1-width of incidence matrices of Steiner triple systems,”Mathematical Programming Study 2 (1974) 72–81.

    Google Scholar 

  12. E.S. Gottlieb and M.R. Rao, “Facets of the knapsack polytope derived from disjoint and overlapping index configurations,” Technical Report, New York University (New York, NY, 1987).

    Google Scholar 

  13. M. Grötschel, M. Jünger and G. Reinelt, “On the acyclic subgraph polytope,”Mathematical Programming 53 (1985) 28–42.

    Google Scholar 

  14. M. Grötschel, M. Jünger and G. Reinelt, “A cutting plane algorithm for the linear ordering problem,”Operations Research 32 (1984) 1195–1220.

    Google Scholar 

  15. M. Laurent, “A generalization of antiwebs to independence systems and their canonical facets,”Mathematical Programming 45 (1989) 97–108, this issue.

    Google Scholar 

  16. C.E. Lemke, H.M. Salkin and K. Spielberg, “Set covering by single-branch enumeration with linear programming subproblems,”Operations Research 19 (1971) 998–1022.

    Google Scholar 

  17. G.L. Nemhauser and L.E. Trotter, “Properties of vertex packing and independence system polyhedra,”Mathematical Programming 6 (1974) 48–61.

    Google Scholar 

  18. M.W. Padberg, “Covering, packing and knapsack problems,”Annals of Discrete Mathematics 4 (1979) 265–287.

    Google Scholar 

  19. M.W. Padberg, “(1,k)-Configurations and facets for packing problems,”Mathematical Programming 18 (1980) 94–99.

    Google Scholar 

  20. U. Peled, “Properties of the facets of binary polytopes,”Annals of Discrete Mathematics 1 (1977) 435–456.

    Google Scholar 

  21. A. Sassano, “On the facial structure of the set covering polytope,”Mathematical Programming 44 (1989) 181–202.

    Google Scholar 

  22. Y. Sekiguchi, “A note on node packing polytopes on hypergraphs,”Operations Research Letters 5 (1983) 243–247.

    Google Scholar 

  23. L.E. Trotter, “A class of facet producing graphs for vertex packing polyhedra,”Discrete Mathematics 12 (1975) 373–388.

    Google Scholar 

  24. L.A. Wolsey, “Faces for a linear inequality in 0–1 variables,”Mathematical Programming 8 (1975) 165–178.

    Google Scholar 

  25. L.A. Wolsey, “Further facet generating procedures for vertex packing polytopes,”Mathematical Programming 11 (1976) 158–163.

    Google Scholar 

  26. E. Zemel, “Lifting the facets of zero–one polytopes,”Mathematical Programming 15 (1978) 268–277.

    Google Scholar 

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Nobili, P., Sassano, A. Facets and lifting procedures for the set covering polytope. Mathematical Programming 45, 111–137 (1989). https://doi.org/10.1007/BF01589100

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  • DOI: https://doi.org/10.1007/BF01589100

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