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A Polyhedral Study of the Quadratic Traveling Salesman Problem

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Operations Research Proceedings 2014

Part of the book series: Operations Research Proceedings ((ORP))

Abstract

In this paper we summarize some of the results of the author’s Ph.D.-thesis. We consider an extension of the traveling salesman problem (TSP). Instead of each path of two nodes, an arc, the costs depend on each three nodes that are traversed in succession. As such a path of three nodes, a 2-arc, is present in a tour if the two corresponding arcs are contained in that tour, we speak of a quadratic traveling salesman problem (QTSP). This problem is motivated by an application in biology, special cases are the TSP with reload costs as well as the angular-metric TSP. Linearizing the quadratic objective function, we derive a linear integer programming formulation and present a polyhedral study of the associated polytope. This includes the dimension as well as three groups of facet-defining inequalities. Some are related to the Boolean quadric polytope and some forbid conflicting configurations. Furthermore, we describe approaches to strengthen valid inequalities of TSP in order to get stronger inequalities for QTSP.

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References

  1. Aggarwal, A., Coppersmith, D., Khanna, S., Motwani, R., Schieber, B.: The angular-metric traveling salesman problem. SIAM J. Comput. 29, 697–711 (1999)

    Article  Google Scholar 

  2. Amaldi, E., Galbiati, G., Maffioli, F.: On minimum reload cost paths, tours, and flows. Networks 57, 254–260 (2011)

    Article  Google Scholar 

  3. Applegate, D.L., Bixby, R.E., Chvatal, V., Cook, W.J.: The Traveling Salesman Problem: A Computational Study (Princeton Series in Applied Mathematics). Princeton University Press, Princeton (2007)

    Google Scholar 

  4. Dantzig, G., Fulkerson, R., Johnson, S.: Solution of a large-scale traveling-salesman problem. Oper. Res. 2, 393–410 (1954)

    Google Scholar 

  5. Fischer, A.: A polyhedral study of quadratic traveling salesman problems. Ph.D. thesis, Chemnitz University of Technology, Germany (2013)

    Google Scholar 

  6. Fischer, A.: An analysis of the asymmetric quadratic traveling salesman polytope. SIAM J. Discrete Math. 28(1), 240–276 (2014)

    Article  Google Scholar 

  7. Fischer, A., Fischer, F.: An extended approach for lifting clique tree inequalities. J. Comb. Optim. 30(3), 489–519 (2015). doi:10.1007/s10878-013-9647-3

    Google Scholar 

  8. Fischer, A., Helmberg, C.: The symmetric quadratic traveling salesman problem. Math. Prog. 142(1–2), 205–254 (2013)

    Article  Google Scholar 

  9. Fischetti, M.: Clique tree inequalities define facets of the asymmetric traveling salesman polytope. Discrete Appl. Math. 56(1), 9–18 (1995)

    Article  Google Scholar 

  10. Grötschel, M., Padberg, M.W.: Lineare Charakterisierungen von Travelling Salesman Problemen. Zeitschrift für Operations Research, Series A 21(1), 33–64 (1977)

    Google Scholar 

  11. Grötschel, M., Pulleyblank, W.R.: Clique tree inequalities and the symmetric travelling salesman problem. Math. Oper. Res. 11(4), 537–569 (1986)

    Article  Google Scholar 

  12. Jäger, G., Molitor, P.: Algorithms and experimental study for the traveling salesman problem of second order. LNCS 5165, 211–224 (2008)

    Google Scholar 

  13. Lawler, E.L., Lenstra, J.K., Kan, A.H.G.R., Shmoys, D.B. (eds.): The Traveling Salesman Problem. A Guided Tour of Combinatorial Optimization. Wiley, Chichester (1985)

    Google Scholar 

  14. Padberg, M.: The Boolean quadric polytope: some characteristics, facets and relatives. Math. Prog. 45, 139–172 (1989)

    Article  Google Scholar 

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Acknowledgments

This work was partially supported by the European Union and the Free State of Saxony funding the cluster eniPROD at Chemnitz University of Technology.

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Correspondence to Anja Fischer .

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Fischer, A. (2016). A Polyhedral Study of the Quadratic Traveling Salesman Problem. In: Lübbecke, M., Koster, A., Letmathe, P., Madlener, R., Peis, B., Walther, G. (eds) Operations Research Proceedings 2014. Operations Research Proceedings. Springer, Cham. https://doi.org/10.1007/978-3-319-28697-6_21

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