Abstract
A p-center is a minimax solution that consists in a set of p points that minimizes the maximum distance between a demand point and a closest point belonging to that set. We present different variants of that problem. We review special polynomial cases, determine the complexity of the problems and present mixed integer linear programming formulations, exact algorithms and heuristics. Several extensions are also reviewed.
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References
Albareda-Sambola M, Díaz JA, Fernández E (2010) Lagrangean duals and exact solution to the capacitated p-center problem. Eur J Oper Res 201:71–81
Averbakh I (1997) On the complexity of a class of robust location problems. Working paper. Western Washington University, Bellingham
Averbakh I, Berman O (1997) Minimax regret p-center location on a network with demand uncertainty. Locat Sci 5:247–254
Averbakh I, Berman O (2000) Algorithms for the robust 1-center problem on a tree. Eur J Oper Res 123:292–302
Bar-Ilan J, Kortsarz G, Peleg D (1993) How to allocate network centers. J Algorithm 15:385–415
Beasley JE (1990) OR-Library: distributing test problems by electronic mail. J Oper Res Soc 41:1069–1072
Berge B (1967) Théorie des graphes et ses applications. Dunod, Paris
Berman O, Drezner Z (2008) A new formulation for the conditional p-median and p-center problems. Oper Res Lett 36:481–483
Berman O, Simchi-Levi D (1990) Conditional location problems on networks. Transp Sci 24:77–78
Bozkaya B, Tansel B (1998) A spanning tree approach to the absolute p-center problem. Locat Sci 6:83–107
Calik H (2013) Exact solution methodologies for the p-center problem under single and multiple allocation strategies. Ph.D. thesis, Bilkent University, Ankara
Calik H, Tansel BC (2013) Double bound method for solving the p-center location problem. Comput Oper Res 40:2991–2999
Chechik S, Peleg D (2012) The fault tolerant capacitated k-center problem. In: Structural information and communication complexity. Springer, Berlin/Heidelberg
Chen D, Chen R (2013) Optimal algorithms for the α-neighbor p-center problem. Eur J Oper Res 225:36–43
Daskin MS (2013) Network and discrete location: models, algorithms, and applications, 2nd edn. Wiley, Hoboken
Drezner Z (1989) Conditional p-center problems. Transp Sci 23:51–53
Dyer ME, Frieze AM (1985) A simple heuristic for the p-center problem. Oper Res Lett 3:285–288
Elloumi S, Labbé M, Pochet Y (2004) A new formulation and resolution method for the p-center problem. INFORMS J Comput 16:84–94
Garfinkel R, Neebe A, Rao M (1977) The m-center problem: minimax facility location. Manag Sci 23:1133–1142
Goldman AJ (1972) Minimax location of a facility in a network. Transp Sci 6:407–418
Hakimi SL (1964) Optimum locations of switching centers and the absolute centers and medians of a graph. Oper Res 12:450–459
Hakimi SL (1965) Optimum distribution of switching centers in a communication network and some related graph theoretic problems. Oper Res 13:462–475
Handler GY (1973) Minimax location of a facility in an undirected tree network. Transp Sci 7:287–293
Hansen P, Labbé M, Nicloas B (1991) The continuous center set of a network. Discrete Appl Math 30:181–195
Hochbaum DS, Shmoys DB (1985) A best possible heuristic for the k-center problem. Math Oper Res 10:180–184
Hsu W-L, Nemhauser GL (1979) Easy and hard bottleneck location problems. Discrete Appl Math 1:209–215
Ilhan T, Pınar MÇ (2001) An efficient exact algorithm for the vertex p-center problem. Technical report, Department of Industrial Engineering, Bilkent University. http://www.ie.bilkent.edu.tr/~mustafap/pubs
Jaeger M, Goldberg J (1994) A polynomial algorithm for the equal capacity p-center problem on trees. Transp Sci 28:167–175
Kariv O, Hakimi SL (1979) An algorithmic approach to network location problems. I: the p-centers. SIAM J Appl Math 37:513–538
Khuller S, Sussmann YJ (2000) The capacitated k-center problem. SIAM J Discrete Math 13:403–418
Khuller S, Pless R, Sussmann YJ (2000) Fault tolerant K-center problems. Theor Comput Sci 242:237–245
Krumke OS (1995) On a generalization of the p-center problem. Inform Process Lett 56:67–71
Lorena LAN, Senne ELF (2004) A column generation approach to capacitated p-median problems. Comput Oper Res 31:863–876
Martinich JS (1988) A vertex-closing approach to the p-center problem. Nav Res Log 35:185–201
Megiddo N (1983) Linear-time algorithms for linear programming in R 3 and related problems. SIAM J Comput 12:759–776
Mihelič J, Robič B (2005) Solving the k-center problem efficiently with a dominating set algorithm. J Comput Inform Technol 13:225–233
Minieka E (1970) The m-center problem. SIAM Rev 12:138–139
Minieka E (1980) Conditional centers and medians on a graph. Networks 10:265–272
Mladenović N, Labbé M, Hansen P (2003) Solving the p-center problem with tabu search and variable neighborhood search. Networks 42:48–64
Ozsoy FA, Pinar MC (2006) An exact algorithm for the capacitated vertex p-center problem. Comput Oper Res 33:1420–1436
Pullan W (2008) A memetic genetic algorithm for the vertex p-center problem. Evol Comput 16:417–436
Reinelt G (1991) TSPLIB - a traveling salesman problem library. ORSA J Comput 3:376–384
Salhi S, Al-Khedhairi A (2010) Integrating heuristic information into exact methods: the case of the vertex p-centre problem. J Oper Res Soc 61:1619–1631
Scapparra MP, Pallotino S, Scutella MG (2004) Large-scale local search heuristics for the capacitated vertex p-center problem. Networks 43:241–255
Tamir A (1987) On the solution value of the continuous p-center location problem on a graph. Math Oper Res 12:340–349
Tamir A (1988) Improved complexity bounds for center location problems on networks fy using dynamic data structures. SIAM J Discrete Math 1:377–396
Tansel BÇ (2011) Discrete center problems. In: Eiselt HA, Marianov V (eds) Foundations of location analysis. Springer, New York, pp 79–106
Acknowledgements
The research of the second author is supported by the Interuniversity Attraction Poles Programme initiated by the Belgian Science Policy Office and the research of the third author is supported by the Turkish Academy of Sciences.
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Calik, H., Labbé, M., Yaman, H. (2015). p-Center Problems. In: Laporte, G., Nickel, S., Saldanha da Gama, F. (eds) Location Science. Springer, Cham. https://doi.org/10.1007/978-3-319-13111-5_4
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DOI: https://doi.org/10.1007/978-3-319-13111-5_4
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