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A branch-and-cut method for the obnoxious p-median problem

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Abstract

The obnoxious p-median (OpM) problem is the repulsive counterpart of the ore known attractive p-median problem. Given a set I of cities and a set J of possible locations for obnoxious plants, a p-cardinality subset Q of J is sought, such that the sum of the distances between each city of I and the nearest obnoxious site in Q is maximised. We formulate (OpM) as a {0,1} linear programming problem and propose three families of valid inequalities whose separation problem is polynomial. We describe a branch-and-cut approach based on these inequalities and apply it to a set of instances found in the location literature. The computational results presented show the effectiveness of these inequalities for (OpM).

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References

  • Alp O, Drezner Z, Erkut E (2003) An efficient genetic algorithm for the p-median problem. Ann Oper Res 122(1–4):21–42

    Article  Google Scholar 

  • Beasley JE (1990) OR-Library: distributing test problems by electronic mail. J Oper Res Soc 41(11):1069–1072

    Article  Google Scholar 

  • Belotti P, Labbé M, Maffioli F (2000) A Tabu Search approach to the Obnoxious p-Median problem. Internal report 2000.49, DEI, Politecnico di Milano

  • Burkard RE, Çela E, Dollani H (2000) 2-Medians in Networks with Pos/Neg Weights. Discrete Appl Math 105:51–71

    Article  Google Scholar 

  • Cappanera P, Gallo G, Maffioli F (1999) Discrete Facility Location and Routing of Obnoxious Activities. Discrete Appl Math 133:3–28

    Article  Google Scholar 

  • Carrizosa E, Conde E (2002) A fractional model for locating semi-desirable facilities on networks. Eur J Oper Res 136:67–80

    Article  Google Scholar 

  • Church RL, Garfinkel RS (1978) Locating an obnoxious facility on a network. Transp Sci 12:107–118

    Google Scholar 

  • Dell’Amico M, Lodi A, Maffioli F (1999) Solution of the cumulative assignment problem with a well-structured Tabu search method. J Heuristics 5(2):123–143

    Article  Google Scholar 

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

    Google Scholar 

  • Eiselt HA, Laporte G (1995) Objectives in location problems. In: Drezner Z (ed) Facility locations: a survey of applications and methods. Springer Series in OR, New York, pp 151–180

    Google Scholar 

  • Erkut E (1990) The discrete p-dispersion problem. Eur J Oper Res 46:48–60

    Article  Google Scholar 

  • Erkut E, Baptie T, Von Hohenbalken B (1990) The discrete p-maxian location problem. Comput Oper Res 17(1):51–61

    Article  Google Scholar 

  • Erkut E, Neuman S (1989) Analytical models for locating undesirable facilities. Eur J Oper Res 40:275–291

    Article  Google Scholar 

  • Erkut E, Neuman S (1990) Comparison of four models for dispersing facilities. INFOR 29:68–85

    Google Scholar 

  • Galvão RD, ReVelle C (1996) Lagrangean heuristic for the maximal covering location problem. Eur J Oper Res 88:114–123

    Article  Google Scholar 

  • Hansen P, Moon ID (1988) Dispersing facilities on a Network. TIMS/ORSA Joint National Meeting, Washington DC

  • Klein CM, Kincaid RK (1994) The discrete anti-p-center problem. Transp Sci 28:77–79

    Google Scholar 

  • Koerkel M (1989) On the exact solution of large-scale simple plant location problems. Eur J Oper Res 39:157–173

    Article  Google Scholar 

  • Kuby MJ (1987) Programming models for facility dispersion: the p-dispersion and maxisum dispersion problems. Geogr Anal 9:315–329

    Google Scholar 

  • Minieka E (1983) Anticenters and antimedians of a network. Networks 13:359–364

    Article  Google Scholar 

  • Moon ID, Chaudhry SS (1983) An analysis of network location problems with distance constraints. Manage Sci 30:290–307

    Article  Google Scholar 

  • Naddef D, Rinaldi G (2000) Branch-and-cut algorithms. In: Toth P, Vigo D (eds) Vehicle routing, SIAM

  • Shier DR (1977) A min–max theorem for p-center problems on a tree. Transp Sci 11(3):243–252

    Google Scholar 

  • Tamir A (1991) Obnoxious facility location on graphs. SIAM J Discrete Math 4:550–567

    Article  Google Scholar 

  • Ting SS (1988) Obnoxious facility location problems on networks, PhD thesis, The Johns Hopkins University

  • Welch SB, Salhi S (1997) The obnoxious p-facility network location problem with facility interaction. Eur J Oper Res 102:302–319

    Article  Google Scholar 

  • Zhang FG, Melachrinoudis E (2001) The maximin-maxisum network location problem. Comput Optim Appl 19:209–234

    Article  Google Scholar 

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Correspondence to Pietro Belotti.

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The work of the first author has been partially supported by the Coordinated Project C.A.M.P.O. and that of the third author by a short mobility grant, both of the Italian National Research Council.

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Belotti, P., Labbé, M., Maffioli, F. et al. A branch-and-cut method for the obnoxious p-median problem. 4OR 5, 299–314 (2007). https://doi.org/10.1007/s10288-006-0023-3

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  • DOI: https://doi.org/10.1007/s10288-006-0023-3

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