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Route-Enabling Graph Orientation Problems

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Abstract

Given an undirected and edge-weighted graph G together with a set of ordered vertex-pairs, called st-pairs, we consider two problems of finding an orientation of all edges in G: min-sum orientation is to minimize the sum of the shortest directed distances between all st-pairs; and min-max orientation is to minimize the maximum shortest directed distance among all st-pairs. Note that these shortest directed paths for st-pairs are not necessarily edge-disjoint. In this paper, we first show that both problems are strongly NP-hard for planar graphs even if all edge-weights are identical, and that both problems can be solved in polynomial time for cycles. We then consider the problems restricted to cacti, which form a graph class that contains trees and cycles but is a subclass of planar graphs. Then, min-sum orientation is solvable in polynomial time, whereas min-max orientation remains NP-hard even for two st-pairs. However, based on LP-relaxation, we present a polynomial-time 2-approximation algorithm for min-max orientation. Finally, we give a fully polynomial-time approximation scheme (FPTAS) for min-max orientation on cacti if the number of st-pairs is a fixed constant.

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References

  1. Brandstädt, A., Le, V.B., Spinrad, J.P.: Graph Classes: A Survey. Society for Industrial and Applied Mathematics, Philadelphia (1999)

    Book  MATH  Google Scholar 

  2. Chvátal, V., Thomassen, C.: Distances in orientations of graphs. J. Comb. Theory, Ser. B 24, 61–75 (1978)

    Article  Google Scholar 

  3. Eggemann, N., Noble, S.D.: Minimizing the oriented diameter of a planar graph. Electron. Notes Discrete Math. 34, 267–271 (2009)

    Article  MathSciNet  Google Scholar 

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

    MATH  Google Scholar 

  5. Guibas, L.J., Hershberger, J.E., Mitchell, J.S.B., Snoeyink, J.S.: Approximating polygons and subdivisions with minimum-link paths. Int. J. Comput. Geom. Appl. 3, 383–415 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  6. Hakimi, S.L., Schmeichel, E.F., Young, N.E.: Orienting graphs to optimize reachability. Inf. Process. Lett. 63, 229–235 (1997)

    Article  MathSciNet  Google Scholar 

  7. Ito, T., Miyamoto, Y., Ono, H., Tamaki, H., Uehara, R.: Route-enabling graph orientation problems. In: Proc. of the 20th Annual International Symposium on Algorithms and Computation (ISAAC 2009). LNCS, vol. 5878, pp. 403–412. Springer, Berlin (2009)

    Google Scholar 

  8. Le-Anh, T., de Koster, M.B.M.: A review of design and control of automated guided vehicle systems. Eur. J. Oper. Res. 171, 1–23 (2006)

    Article  MATH  Google Scholar 

  9. Lee, C.-Y., Lei, L., Pinedo, M.: Current trends in deterministic scheduling. Ann. Oper. Res. 70, 1–41 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  10. Medvedovsky, A., Bafna, V., Zwick, U., Sharan, R.: An algorithm for orienting graphs based on cause-effect pairs and its applications to orienting protein networks. In: Proc. of the 8th Workshop on Algorithms in Bioinformatics (WABI 2008). LNBI, vol. 5251, pp. 222–232 (2008)

  11. Papadimitriou, C.H.: Computational Complexity. Addison-Wesley, Reading (1994)

    MATH  Google Scholar 

  12. Robbins, H.E.: A theorem on graphs with an application to a problem of traffic control. Am. Math. Mon. 46, 281–283 (1939)

    Article  MathSciNet  Google Scholar 

  13. Uehara, R., Uno, Y.: On computing longest paths in small graph classes. Int. J. Found. Comput. Sci. 18, 911–930 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  14. Vazirani, V.V.: Approximation Algorithms. Springer, Heidelberg (2001)

    Google Scholar 

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Acknowledgements

We thank the referees for their fruitful comments, one of which leads us to improvements of the hardness analyses for min-sum orientation.

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Correspondence to Takehiro Ito.

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An extended abstract of this paper has been presented at the 20th International Symposium on Algorithms and Computation (ISAAC 2009) [7].

This work is partially supported by Grant-in-Aid for Scientific Research.

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Ito, T., Miyamoto, Y., Ono, H. et al. Route-Enabling Graph Orientation Problems. Algorithmica 65, 317–338 (2013). https://doi.org/10.1007/s00453-011-9589-z

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