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Dynamic Graph Coloring

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10389))

Abstract

In this paper we study the number of vertex recolorings that an algorithm needs to perform in order to maintain a proper coloring of a graph under insertion and deletion of vertices and edges. We present two algorithms that achieve different trade-offs between the number of recolorings and the number of colors used. For any \(d>0\), the first algorithm maintains a proper \(O(\mathcal {C} dN ^{1/d})\)-coloring while recoloring at most O(d) vertices per update, where \(\mathcal {C} \) and \(N \) are the maximum chromatic number and maximum number of vertices, respectively. The second algorithm reverses the trade-off, maintaining an \(O(\mathcal {C} d)\)-coloring with \(O(dN ^{1/d})\) recolorings per update. We also present a lower bound, showing that any algorithm that maintains a c-coloring of a 2-colorable graph on \(N \) vertices must recolor at least \(\varOmega (N ^\frac{2}{c(c-1)})\) vertices per update, for any constant \(c \ge 2\).

M. K. was partially supported by MEXT KAKENHI grant Nos. 12H00855, and 17K12635. A. v. R. and M. R. were supported by JST ERATO Grant Number JPMJER1305, Japan. L.B. was supported by the ETH Postdoctoral Fellowship. S. V. was partially supported by NSERC and the Carleton-Fields postdoctoral award.

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References

  1. Baswana, S., Gupta, M., Sen, S.: Fully dynamic maximal matching in \({O}(\log n)\) update time. SIAM J. on Comp. 44(1), 88–113 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  2. Baswana, S., Khurana, S., Sarkar, S.: Fully dynamic randomized algorithms for graph spanners. ACM Trans. on Alg. 8(4), 35 (2012)

    MathSciNet  MATH  Google Scholar 

  3. Borowiecki, P., Sidorowicz, E.: Dynamic coloring of graphs. Fundamenta Informaticae 114(2), 105–128 (2012)

    MathSciNet  MATH  Google Scholar 

  4. Coudert, O.: Exact coloring of real-life graphs is easy. In Proc. 34th Design Autom. Conf., pp. 121–126. ACM (1997)

    Google Scholar 

  5. Demetrescu, C., Eppstein, D., Galil, Z., Italiano, G.F.: Dynamic graph algorithms. In: Atallah, M.J., Blanton, M. (eds.) Algorithms and Theory of Computation Handbook. Chapman & Hall/CRC (2010)

    Google Scholar 

  6. Demetrescu, C., Finocchi, I., Italiano, P.: Dynamic graphs. In: Mehta, D., Sahni, S. (eds.) Handbook on Data Structures and Applications, Computer and Information Science. CRC Press (2005)

    Google Scholar 

  7. Dutot, A., Guinand, F., Olivier, D., Pigné, Y.: On the decentralized dynamic graph-coloring problem. In: Proc. Worksh. Compl. Sys. and Self-Org. Mod. (2007)

    Google Scholar 

  8. Halldórsson, M.M.: Parallel and on-line graph coloring. J. Alg. 23(2), 265–280 (1997)

    Google Scholar 

  9. Halldórsson, M.M., Szegedy, M.: Lower bounds for on-line graph coloring. Theo. Comp. Sci. 130(1), 163–174 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  10. Henzinger, M., Krinninger, S., Nanongkai, D.: A subquadratic-time algorithm for decremental single-source shortest paths. In Proc. 25th ACM-SIAM Symp. on Discr. Alg., pp. 1053–1072 (2014)

    Google Scholar 

  11. Holm, J., De Lichtenberg, K., Thorup, M.: Poly-logarithmic deterministic fully-dynamic algorithms for connectivity, minimum spanning tree, 2-edge, and biconnectivity. J. ACM 48(4), 723–760 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  12. Kapron, B.M., King, V., Mountjoy, B.: Dynamic graph connectivity in polylogarithmic worst case time. In Proc. 24th ACM-SIAM Symp. on Discr. Alg., pp. 1131–1142 (2013)

    Google Scholar 

  13. Karp, R.M.: Reducibility among combinatorial problems. In: Complexity of Computer Computations, pp. 85–103. Plenum, New York (1972)

    Google Scholar 

  14. Lovász, L., Saks, M.E., Trotter, W.T.: An on-line graph coloring algorithm with sublinear performance ratio. Discr. Math. 75(1–3), 319–325 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  15. Marathe, M.V., Breu, H., Hunt III, H.B., Ravi, S.S., Rosenkrantz, D.J.: Simple heuristics for unit disk graphs. Networks 25(2), 59–68 (1995)

    Google Scholar 

  16. Ouerfelli, L., Bouziri, H.: Greedy algorithms for dynamic graph coloring. In: Proc. Int. Conf. on Comm., Comp. and Control App., pp. 1–5 (2011)

    Google Scholar 

  17. Preuveneers, D., Berbers, Y.: ACODYGRA: an agent algorithm for coloring dynamic graphs. In: Symb. Num. Alg. Sci. Comp., pp. 381–390 (2004)

    Google Scholar 

  18. Roditty, L., Zwick, U.: Improved dynamic reachability algorithms for directed graphs. In: Proc. 43rd IEEE Sym. Found. Comp. Sci., pp. 679–688 (2002)

    Google Scholar 

  19. Roditty, L., Zwick, U.: Dynamic approximate all-pairs shortest paths in undirected graphs. In: Proc. 45th IEEE Sym. Found. Comp. Sci., pp. 499–508 (2004)

    Google Scholar 

  20. Thorup, M.: Fully-dynamic min-cut. Combinatorica 27(1), 91–127 (2007)

    Google Scholar 

  21. Vishwanathan, S.: Randomized online graph coloring. J. Alg. 13(4), 657–669 (1992)

    Google Scholar 

  22. Zuckerman, D.: Linear degree extractors and the inapproximability of max clique and chromatic number. Theory Comp. 3, 103–128 (2007)

    Google Scholar 

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Correspondence to André van Renssen .

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Barba, L. et al. (2017). Dynamic Graph Coloring. In: Ellen, F., Kolokolova, A., Sack, JR. (eds) Algorithms and Data Structures. WADS 2017. Lecture Notes in Computer Science(), vol 10389. Springer, Cham. https://doi.org/10.1007/978-3-319-62127-2_9

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  • DOI: https://doi.org/10.1007/978-3-319-62127-2_9

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  • Print ISBN: 978-3-319-62126-5

  • Online ISBN: 978-3-319-62127-2

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