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Improved Hardness and Approximation Results for Single Allocation Hub Location

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Algorithmic Aspects in Information and Management (AAIM 2020)

Abstract

Given a metric graph \(G = (V, E, w)\) and an integer k, we aim to find a single allocation k-hub location, which is a spanning subgraph consisting of a clique of size k and an independent set of size \(|V|-k\), such that each node in the independent set is adjacent to exactly one node in the clique. For various optimization objective functions studied in the literature, we present improved hardness and approximation results.

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Notes

  1. 1.

    The \(\Updelta _{\beta }\) metric uses the parameterized triangle inequality \(w(v_1, v_2) \le \beta (w(v_1, u) + w(u, v_2))\), for all nodes \(v_1, v_2, u \in V\).

References

  1. Alumur, S.A., Kara, B.Y.: Network hub location problems: The state of the art. Eur. J. Oper. Res. 190, 1–21 (2008)

    Article  MathSciNet  Google Scholar 

  2. Brimberg, J., Mladenović, N., Todosijević, R., Uro\(\check{s}\)ević., D.: General variable neighborhood search for the uncapacitated single allocation \(p\)-hub center problem. Optim. Lett. 11, 377–388 (2017)

    Google Scholar 

  3. Bryan, D.L., O’Kelly, M.E.: Hub-and-spoke networks in air transportation: an analytical review. J. Reg. Sci. 39, 275–295 (1999)

    Article  Google Scholar 

  4. Campbell, J.F.: Integer programming formulations of discrete hub location problems. Eur. J. Oper. Res. 72, 387–405 (1994)

    Article  Google Scholar 

  5. Campbell, J.F.: Hub locaiton and the \(p\)-hub median problem. Oper. Res. 44, 1–13 (1996)

    Article  Google Scholar 

  6. Campbell, J.F., O’Kelly, M.E.: Twenty-five years of hub location research. Transp. Sci. 46, 153–169 (2012)

    Article  Google Scholar 

  7. Chen, L.-H., Cheng, D.-W., Hsieh, S.-Y., Hung, L.-J., Lee, C.-W., Wu, B.Y.: Approximation algorithms for single allocation \(k\)-hub center problem. In: Proceedings of the 33rd Workshop on Combinatorial Mathematics and Computation Theory (CMCT 2016), pp. 13–18 (2016)

    Google Scholar 

  8. Chen, L.-H., Hsieh, S.-Y., Hung, L.-J., Klasing, R.: The approximability of the \(p\)-hub center problem with parameterized triangle inequality. In: Proceedings of the 23rd Annual International Computing and Combinatorics Conference (COCOON 2017), pp. 112–123 (2017)

    Google Scholar 

  9. Chen, L.-H., Hsieh, S.-Y., Hung, L.-J., Klasing, R.: Approximation algorithms for the \(p\)-hub center routing problem in parameterized metric graphs. Theor. Comput. Sci. 806, 271–280 (2020)

    Article  MathSciNet  Google Scholar 

  10. Chung, S.H., Myung, Y.S., Tcha, D.W.: Optimal design of a distributed network with a two-level hierarchical structure. Eur. J. Oper. Res. 62, 105–115 (1992)

    Article  Google Scholar 

  11. Ernst, A.T., Hamacher, H., Jiang, H., Krishnamoorthy, M., Woeginger, G.: Uncapacitated single and multiple allocation \(p\)-hub center problems. Comput. Oper. Res. 36, 2230–2241 (2009)

    Article  MathSciNet  Google Scholar 

  12. Farahani, R.Z., Hekmatfar, M., Arabani, A.B., Nikbakhsh, E.: Hub location problems: A review of models, classification, solution techniques, and applications. Comput. Ind. Eng. 64, 1096–1109 (2013)

    Article  Google Scholar 

  13. Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman & Co., San Francisco (1979)

    Google Scholar 

  14. Hsieh, S.Y., Kao, S.S.: A survey of hub location problems. J. Interconnection Netw. 19, 1940005 (2019)

    Article  Google Scholar 

  15. Iwasa, M., Satio, H., Matsui, T.: Approximation algorithms for the single allocation problem in hub-and-spoke networks and related metric labeling problems. Discrete Appl. Math. 157, 2078–2088 (2009)

    Article  MathSciNet  Google Scholar 

  16. Kara, B.Y.: Modeling and analysis of issues in hub location problems. Ph.D. thesis, Bilkent University Industrial Engineering Department (1999)

    Google Scholar 

  17. Kara, B.Y., Tansel, B.C.: On the single-assignment \(k\)-hub center problem. Eur. J. Oper. Res. 125, 648–655 (2000)

    Article  Google Scholar 

  18. Meyer, T., Ernst, A.T., Krishnamoorthy, M.: A \(2\)-phase algorithm for solving the single allocation \(p\)-hub center problems. Comput. Oper. Res. 36, 3143–3151 (2009)

    Article  Google Scholar 

  19. Sohn, J., Park, S.: A linear program for the two-hub location problem. Eur. J. Oper. Res. 100, 617–622 (1997)

    Article  Google Scholar 

  20. Sohn, J., Park, S.: The single-allocation problem in the interacting three-hub network. Networks 35, 17–25 (2000)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

XW, GC, YC and AZ are supported by the NSFC Grants 11771114 and 11971139; YC and AZ are supported by the CSC Grants 201508330054 and 201908330090, respectively. GL is supported by the NSERC Canada.

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Correspondence to Guohui Lin or An Zhang .

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Wang, X., Chen, G., Chen, Y., Lin, G., Wang, Y., Zhang, A. (2020). Improved Hardness and Approximation Results for Single Allocation Hub Location. In: Zhang, Z., Li, W., Du, DZ. (eds) Algorithmic Aspects in Information and Management. AAIM 2020. Lecture Notes in Computer Science(), vol 12290. Springer, Cham. https://doi.org/10.1007/978-3-030-57602-8_8

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  • DOI: https://doi.org/10.1007/978-3-030-57602-8_8

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  • Online ISBN: 978-3-030-57602-8

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