Abstract
In this paper, we propose and analyze a local search algorithm for the capacitated facility location problem. Our algorithm is a modification of the algorithm proposed by Zhang et al. [7] and improves the approximation ratio from 5.83 to 5. We achieve this by modifying the close, open and multi operations. The idea of taking linear combinations of inequalities used in Aggarwal et al.[1] is crucial in achieving this result. The example proposed by Zhang et al. also shows that our analysis is tight.
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Aggarwal, A., Anand, L., Bansal, M., Garg, N., Gupta, N., Gupta, S., Jain, S.: A 3-Approximation for Facility Location with Uniform Capacities. In: Eisenbrand, F., Shepherd, F.B. (eds.) IPCO 2010. LNCS, vol. 6080, pp. 149–162. Springer, Heidelberg (2010)
Chudak, F., Williamson, D.P.: Improved approximation algorithms for capacitated facility location problems. Math. Program. 102(2), 207–222 (2005)
Korupolu, M.R., Greg Plaxton, C., Rajaraman, R.: Analysis of a local search heuristic for facility location problems. J. Algorithms 37(1), 146–188 (2000)
Kuehn, A.A., Hamburger, M.J.: A heuristic program for locating warehouses. Management Science 9(4), 643–666 (1963)
Mahdian, M., Pál, M.: Universal Facility Location. In: Di Battista, G., Zwick, U. (eds.) ESA 2003. LNCS, vol. 2832, pp. 409–421. Springer, Heidelberg (2003)
Pál, M., Tardos, É., Wexler, T.: Facility location with nonuniform hard capacities. In: FOCS 2001: Proceedings of the 42nd IEEE Symposium on Foundations of Computer Science, p. 329. IEEE Computer Society, Washington, DC (2001)
Zhang, J., Chen, B., Ye, Y.: A multiexchange local search algorithm for the capacitated facility location problem. Math. Oper. Res. 30(2), 389–403 (2005)
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Bansal, M., Garg, N., Gupta, N. (2012). A 5-Approximation for Capacitated Facility Location. In: Epstein, L., Ferragina, P. (eds) Algorithms – ESA 2012. ESA 2012. Lecture Notes in Computer Science, vol 7501. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33090-2_13
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DOI: https://doi.org/10.1007/978-3-642-33090-2_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-33089-6
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