Abstract
The two-stage uncapacitated facility location problem is considered. This problem involves a system providing a choice of depots and plants, each with an associated location cost, and a set of demand points which must be supplied, in such a way that the total cost is minimized. The formulations used until now to approach the problem were symmetric in plants and depots. In this paper the asymmetry inherent to the problem is taken into account to enforce the formulation which can be seen like a set packing problem and new facet defining inequalities for the convex hull of the feasible solutions are obtained. A computational study is carried out which illustrates the interest of the new facets. A new family of facets recently developed, termed lifted fans, is tested with success.
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Aardal, K., Labbé, M., Leung, J., Queyranne, M.: On the two-level uncapacitated facility location problem. INFORMS J. Comput. 8(3), 289–301 (1996)
Barahona, F., Mahjoub, A.R.: Compositions of graphs and polyhedra II: Stable sets. SIAM J. Discrete Math. 7, 359–371 (1994)
Barros, A.I., Labbé, M.: A general model for the uncapacitated facility and depot location problem. Location Sci. 2, 173–191 (1994)
Baumol, W.J., Wolfe, P.: A warehouse-location problem. Oper. Res. 6, 252–263 (1958)
Bloemhof-Ruwaard, J.M., Salomon, M., Van Wassenhove, L.N.: On the coordination of product and by-product flows in two level distribution networks: model formulation and solution procedures. Eur. J. Oper. Res. 79, 325–339 (1994)
Bloemhof-Ruwaard, J.M., Salomon, M., Van Wassenhove, L.N.: The capacitated distribution and waste disposal problem. Eur. J. Oper. Res. 88, 490–503 (1996)
Bumb, A.: An approximation algorithm for the maximization version of the two level uncapacitated facility location problem. Oper. Res. Lett. 29, 155–161 (2001)
Cánovas, L., Landete, M., Marín, A.: New facets for the set packing polytope. Oper. Res. Lett. 27(4), 153–161 (2000)
Cánovas, L., Landete, M., Marín, A.: Facet obtaining procedures for set packing problems. SIAM J. Discrete Math. 16(1), 127–155 (2003)
Chardaire, P., Lutton, J.-L., Sutter, A.: Upper and lower bounds for the two-level simple plant location problem. Ann. Oper. Res. 86, 117–140 (1999)
Cheng, E., Cunningham, W.H.: Wheel inequalities for stable set polytopes. Math. Program. 77, 389–421 (1997)
Cho, D.C., Johnson, E.L., Padberg, M.W., Rao, M.R.: On the uncapacitated plant location problem I: Valid inequalities and facets. Math. Oper. Res. 8(4), 579–589 (1983)
Crainic, T.G., Delorme, L.: Dual-ascent procedures for multicommodity location–allocation problems with balancing requirements. Transp. Sci. 27, 90–101 (1993)
Elson, D.G.: Site location via mixed-integer programming. Oper. Res. Q. 23(1), 31–43 (1972)
Gao, L.-L., Robinson, E.P. Jr.: A dual-based optimization procedure for the two-echelon uncapacitated facility location problem. Nav. Res. Logist. 39, 191–212 (1992)
Gao, L.-L., Robinson, E.P. Jr.: Uncapacitated facility location: General solution procedure and computational experience. Eur. J. Oper. Res. 76, 410–427 (1994)
Gendron, B., Crainic, T.G.: A branch-and-bound algorithm for depot location and container fleet management. Location Sci. 3, 39–53 (1995)
Gendron, B., Crainic, T.G.: A parallel branch-and-bound algorithm for multicommodity location with balancing requirements. Comput. Oper. Res. 24, 829–847 (1997)
Geoffrion, A.M., Graves, G.W.: Multicommodity distribution system design by Benders decomposition. Manag. Sci. 20, 822–844 (1974)
Guignard, M.: Fractional vertices, cuts and facets of the simple plant location problem. Math. Progam. Study 12, 150–162 (1980)
Hinojosa, Y., Puerto, J., Fernández, F.R.: A multiperiod two-echelon multicommodity capacitated plant location problem. Eur. J. Oper. Res. 123, 271–291 (2000)
Kaufman, L., Eede, M.V., Hansen, P.: A plant and warehouse location problem. Oper. Res. Q. 28, 547–554 (1977)
Klincewicz, J.G.: A large-scale distribution and location model. ATT Techn. J. 64(7), 1705–1730 (1985)
Klose, A.: An LP-based heuristic for two-stage capacitated facility location problems. J. Oper. Res. Soc. 50, 157–166 (1999)
Klose, A.: A Lagrangean relax-and-cut approach for the two-stage capacitated facility location problem. Eur. J. Oper. Res. 126, 408–421 (2000)
Marín, A.: Lower bounds for the two-stage uncapacitated facility location problem. Eur. J. Oper. Res. 179, 1126–1142 (2007)
Marín, A., Pelegrín, B.: A branch-and-bound algorithm for the transportation problem with location of p transshipment points. Comput. Oper. Res. 7, 659–678 (1997)
Marín, A., Pelegrín, B.: The return plant location problem: Modelling and resolution. Eur. J. Oper. Res. 104(2), 375–392 (1998)
Marín, A., Pelegrín, B.: Applying Lagrangean relaxation to the resolution of two-stage location problems. Ann. Oper. Res. 86, 179–198 (1999)
Moon, S.: A profit-maximizing plant-loading model with demand fill-rate constraints. J. Oper. Res. Soc. 40(11), 1019–1027 (1989)
Nemhauser, G.L., Trotter, L.E. Jr.: Properties of vertex packing and independence system polyhedra. Math. Program. 6, 48–61 (1974)
Padberg, M.W.: On the facial structure of set packing polyhedra. Math. Program. 5, 199–215 (1973)
Padberg, M.W.: A note on zero-one programming. Oper. Res. 23, 833–837 (1975)
Padberg, M.W.: On the complexity of set packing polyhedra. Ann. Discrete Math. 1, 421–434 (1977)
Pirkul, H., Jayaraman, V.: Production, transportation, and distribution planning in a multi-commodity tri-echelon system. Transp. Sci. 30(4), 291–302 (1996)
Pirkul, H., Jayaraman, V.: A multi-commodity, multi-plant, capacitated facility location problem: formulation and efficient heuristic solution. Comput. Oper. Res. 25(10), 869–878 (1998)
Ro, H., Tcha, D.: A branch and bound algorithm for the two-level uncapacitated facility location problem with some side constraints. Eur. J. Oper. Res. 18, 349–358 (1984)
Tragantalerngsak, S., Holt, J., Ronnqvist, M.: Lagrangian heuristics for the two-echelon, single-source, capacitated facility location problem. Eur. J. Oper. Res. 102, 611–625 (1997)
Trotter, L.E.: A class of facet producing graphs for vertex packing polyhedra. Discrete Math. 12, 373–388 (1975)
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The authors would like to acknowledge that research reported here was supported by Plan Nacional de Investigación Científica, Desarrollo e Innovación Tecnológica (I+D+I), project MTM2006-14961-C05-04 and RDEF funds, and Fundación Séneca project 02911/PI/05. The authors are grateful to two referees and an associated editor for having generously given their time in evaluating the manuscript and doing insightful suggestions which helped us to improve it.
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Landete, M., Marín, A. New facets for the two-stage uncapacitated facility location polytope. Comput Optim Appl 44, 487–519 (2009). https://doi.org/10.1007/s10589-008-9165-x
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DOI: https://doi.org/10.1007/s10589-008-9165-x