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Discrete ordered median problem with induced order

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Abstract

Ordered median functions have been developed to model flexible discrete location problems. To do this, a weight is associated to the distance from a customer to its closest facility, depending on the position of that distance relative to the distances of all the customers. In this paper this idea is extended in the following way. The position of each customer in the ordering with respect to the closest facility is used to choose a second weight that will be multiplied times a second measure of the customer. In our case, this second measure is the distance from the customer to the closest facility of a different type. For the solution of this model several integer programming formulations are built and computationally compared.

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References

  • Blanco V (2019) Ordered $p$-median problems with neighbourhoods. Comput Optim Appl 73(2):603–645

    Article  Google Scholar 

  • Blanco V, El-Haj S, Puerto J (2016) Continuous multifacility ordered median location problems. Eur J Oper Res 250(1):56–64

    Article  Google Scholar 

  • Boland N, Domínguez-Marín P, Nickel S, Puerto J (2006) Exact procedures for solving the discrete ordered median problem. Comput Oper Res 33(11):3270–3300

    Article  Google Scholar 

  • Calik H, Labbé M, Yaman H (2015) $p$-center problems. In: Location science. Springer, Berlin, pp 79–92

  • Cánovas L, García S, Labbé M, Marín A (2007) A strengthened formulation for the simple plant location problem with order. Oper Res Lett 35(2):141–150

    Article  Google Scholar 

  • Cho DC, Johnson EL, Padberg M, Rao MR (1983) On the uncapacitated plant location problem I: valid inequalities and facets. Math Oper Res 8:579–589

    Article  Google Scholar 

  • Cornuéjols G, Thizy JM (1982) Some facets of the simple plant location polytope. Math Program 23:50–74

    Article  Google Scholar 

  • Cornuéjols G, Fisher M, Nemhauser GL (1977) On the uncapacitated location problem. Ann Discrete Math 1:163–177

    Article  Google Scholar 

  • Daskin M (1995) Network and discrete location: models, algorithms, and applications. Wiley, New York

    Book  Google Scholar 

  • Domínguez-Marín P, Nickel S, Hansen P, Mladenović N (2001) Heuristic procedures for solving the discrete ordered median problem. Ann Oper Res 136(1):145–173

    Article  Google Scholar 

  • Drezner Z, Hamacher H (2002) Facility location: applications and theory. Springer, Berlin

    Book  Google Scholar 

  • Elloumi S, Labbé M, Pochet Y (2004) A new formulation and resolution method for the $p$-center problem. INFORMS J Comput 16:84–94

    Article  Google Scholar 

  • Espejo I, Rodríguez-Chía AM, Valero C (2009) Convex ordered median problem with lp-norms. Comput Oper Res 36(7):2250–2262

    Article  Google Scholar 

  • Fernández E, Landete M (2015) Fixed-charge facility location problems. In: Location science. Springer, Berlin, pp 47–77

  • García S, Labbé M, Marín A (2011) Solving large $p$-median problems with a radius formulation. INFORMS J Comput 22:546–556

    Article  Google Scholar 

  • Guignard M (1980) Fractional vertices, cuts and facets of the simple plant location problem. Math Program 12:150–162

    Article  Google Scholar 

  • Hakimi SL (1964) Optimum locations of switching centers and the absolute centers and medians of a graph. Oper Res 12(3):450–459

    Article  Google Scholar 

  • Kalcsics J, Nickel S, Puerto J, Rodríguez-Chía AM (2010) The ordered capacitated facility location problem. Top 18(1):203–222

    Article  Google Scholar 

  • Kaufman L, Broeckx F (1978) An algorithm for the quadratic assignment problem using Benders decomposition. Eur J Oper Res 2(3):207–211

    Article  Google Scholar 

  • Labbé M, Ponce D, Puerto J (2017) A comparative study of formulations and solution methods for the discrete ordered $p$-median problem. Comput Oper Res 78:230–242

    Article  Google Scholar 

  • Landete M, Marín A (2014) Looking for edge-equitable spanning trees. Comput Oper Res 41:44–52

    Article  Google Scholar 

  • Laporte G, Nickel S, Saldanha da Gama F (eds) Location science, 2nd edn. Springer, Berlin (2019)

  • Lawler E (1963) The quadratic assignment problem. Manag Sci 9(4):586–599

    Article  Google Scholar 

  • Marín A (2007) Lower bounds for the two-stage uncapacitated facility location problem. Eur J Oper Res 179:1126–1142

    Article  Google Scholar 

  • Marín A, Pelegrín M (2019) $p$-Median problems. In: Location science, 2nd edn. Springer, Berlin

  • Marín A, Nickel S, Puerto J, Velten S (2009) A flexible model and efficient solution strategies for discrete location problems. Discrete Appl Math 157(5):1128–1145

    Article  Google Scholar 

  • Marín A, Nickel S, Velten S (2010) An extended covering model for flexible discrete and equity location problems. Math Methods Oper Res 71(1):125–163

    Article  Google Scholar 

  • Marín A, Ortigosa PM, Redondo JL (2016) A parallelized Lagrangean relaxation approach for the discrete ordered median problem. Ann Oper Res 246(1, 2):253–272

    Google Scholar 

  • Melo MT, Nickel S, Saldanha da Gama F (2006) Dynamic multi-commodity capacitated facility location: a mathematical modeling framework for strategic supply chain planning. Comput Oper Res 33:181–208

    Article  Google Scholar 

  • Nickel S (2001) Discrete ordered Weber problems. In: Operations research proceedings. Springer, Berlin, pp 71–76

  • Olender P, Ogryczak W (2019) A revised variable neighborhood search for the discrete ordered median problem. Eur J Oper Res 274(2):445–465

    Article  Google Scholar 

  • Puerto J, Ramos AB, Rodríguez-Chía AM (2011) Single-allocation ordered median hub location problems. Comput Oper Res 38(2):559–570

    Article  Google Scholar 

  • Puerto J, Pérez-Brito D, García-González CG (2014) A modified variable neighborhood search for the discrete ordered median problem. Eur J Oper Res 234(1):61–76

    Article  Google Scholar 

  • Puerto J, Rodríguez-Chía AM (2015) Ordered median location problems. In: Location science. Springer, Berlin, pp 249–288

  • ReVelle CS, Swain R (1970) Central facilities location. Geogr Anal 2:30–42

    Article  Google Scholar 

  • Tamir A (2001) The $k$-centrum multi-facility location problem. Discrete Appl Math 109(3):293–307

    Article  Google Scholar 

Download references

Funding

This study was funded by Ministerio de Economía, Industria y Competitividad, Gobierno de España (No. MTM2015-65915-R).

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Correspondence to Enrique Domínguez.

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Domínguez, E., Marín, A. Discrete ordered median problem with induced order. TOP 28, 793–813 (2020). https://doi.org/10.1007/s11750-020-00570-1

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