Skip to main content

The Maximum Time of 2-neighbour Bootstrap Percolation in Grid Graphs and Parametrized Results

  • Conference paper
  • First Online:
  • 615 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 9224))

Abstract

In 2-neighborhood bootstrap percolation on a graph G, an infection spreads according to the following deterministic rule: infected vertices of G remain infected forever and in consecutive rounds healthy vertices with at least two already infected neighbors become infected. Percolation occurs if eventually every vertex is infected. The maximum time t(G) is the maximum number of rounds needed to eventually infect the entire vertex set. In 2013, it was proved by Benevides et al. [10] that t(G) is NP-hard for planar graphs and that deciding whether \(t(G)\ge k\) is polynomial time solvable for \(k\le 2\), but is NP-complete for \(k\ge 4\). They left two open problems about the complexity for \(k=3\) and for planar bipartite graphs. In 2014, we solved the first problem [24]. In this paper, we solve the second one by proving that t(G) is NP-complete even in grid graphs with maximum degree 3. We also prove that t(G) is polynomial time solvable for solid grid graphs with maximum degree 3. Moreover, we prove that the percolation time problem is fixed parameter tractable with respect to the parameter treewidth\(\,+\,k\) and maximum degree\(\,+\,k\). Finally, we obtain polynomial time algorithms for several graphs with few \(P_4\)’s, as cographs and \(P_4\)-sparse graphs.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Amini, H.: Bootstrap percolation in living neural networks. J. Stat. Phys. 141(3), 459–475 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  2. Araújo, R., Sampaio, R., Santos, V., Szwarcfiter, J.: The convexity of induced paths of order three and applications: complexity aspects. Discrete Appl. Math. (2015, to appear)

    Google Scholar 

  3. Babel, L., Olariu, S.: On the structure of graphs with few \(P_4\)’s. Discrete Appl. Math. 84, 1–13 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  4. Babel, L., Kloks, T., Kratochvíl, J., Kratsch, D., Müller, H., Olariu, S.: Efficient algorithms for graphs with few \(P_4\)’s. Discrete Math. 235, 29–51 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  5. Balogh, J., Bollobás, B., Duminil-Copin, H., Morris, R.: The sharp threshold for bootstrap percolation in all dimensions. Trans. Amer. Math. Soc. 364(5), 2667–2701 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  6. Balogh, J., Pete, G.: Random disease on the square grid. Random Struct. Algorithms 13, 409–422 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  7. Balogh, J., Bollobás, B., Morris, R.: Bootstrap percolation in three dimensions. Ann. Probab. 37(4), 1329–1380 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  8. Balogh, J., Bollobás, B., Morris, R.: Bootstrap percolation in high dimensions. Combin. Probab. Comput. 19(5–6), 643–692 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  9. Baumann, S.: A linear algorithm for the homogeneous decomposition of graphs. Report No. M-9615, Zentrum Mathematik. Technische Universität München (1996)

    Google Scholar 

  10. Benevides, F., Campos, V., Dourado, M.C., Sampaio, R.M., Silva, A.: The maximum time of 2-neighbour bootstrap percolation: algorithmic aspects. In: The Seventh European Conference on Combinatorics, Graph Theory and Applications, Series CRM, vol. 16, pp. 135–139. Scuola Normale Superiore (2013)

    Google Scholar 

  11. Benevides, F., Przykucki, M.: Maximum percolation time in two-dimensional bootstrap percolation. Submitted (2014). http://arxiv.org/abs/1310.4457v1

  12. Benevides, F., Przykucki, M.: On slowly percolating sets of minimal size in bootstrap percolation. Electron. J. Comb. 20(2), 46 (2013)

    MathSciNet  MATH  Google Scholar 

  13. Bollobás, B., Holmgren, C., Smith, P.J., Uzzell, A.J.: The time of bootstrap percolation with dense initial sets. Ann. Probab. 42(4), 1337–1373 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  14. Campos, V., Sampaio, R., Silva, A., Szwarcfiter, J.: Graphs with few P4s under the convexity of paths of order three. Discrete Appl. Math. (2015, to appear). http://dx.doi.org/10.1016/j.dam.2014.05.005

  15. Chalupa, J., Leath, P.L., Reich, G.R.: Bootstrap percolation on a Bethe lattice. J. Phys. C 12(1), 31–35 (1979)

    Article  Google Scholar 

  16. Chen, N.: On the approximability of influence in social networks. SIAM J. Discrete Math. 23(3), 1400–1415 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  17. Coelho, E.M.M., Dourado, M.C., Sampaio, R.M.: Inapproximability results for graph convexity parameters. In: Kaklamanis, C., Pruhs, K. (eds.) WAOA 2013. LNCS, vol. 8447, pp. 97–107. Springer, Heidelberg (2014)

    Google Scholar 

  18. Courcelle, B., Makowsky, J., Rotics, U.: On the fixed parameter complexity of graph enumeration problems definable in monadic second order logic. Discrete Appl. Math. 108, 23–52 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  19. Dreyer, P.A., Roberts, F.S.: Irreversible k-threshold processes: graph-theoretical threshold models of the spread of disease and of opinion. Discrete Appl. Math. 157(7), 1615–1627 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  20. Fey, A., Levine, L., Peres, Y.: Growth rates and explosions in sandpiles. J. Stat. Phys. 138, 143–159 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  21. Flum, J., Grohe, M.: Parameterized Complexity Theory. Springer, Heidelberg (2010)

    MATH  Google Scholar 

  22. Holroyd, A.E.: Sharp metastability threshold for two-dimensional bootstrap percolation. Probab. Theor. Relat. Fields 125(2), 195–224 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  23. Itai, A., Papadimitriou, C.H., Szwarcfiter, J.L.: Paths in grid graphs. SIAM J. Comput. 11, 676–686 (1982)

    Article  MathSciNet  MATH  Google Scholar 

  24. Marcilon, T., Nascimento, S., Sampaio, R.: The maximum time of 2-neighbour bootstrap percolation: complexity results. In: Kratsch, D., Todinca, I. (eds.) WG 2014. LNCS, vol. 8747, pp. 372–383. Springer, Heidelberg (2014)

    Google Scholar 

  25. Morris, R.: Minimal percolating sets in bootstrap percolation. Electron. J. Comb. 16(1), 20 (2009)

    MathSciNet  MATH  Google Scholar 

  26. Papadimitriou, C.H., Vazirani, U.V.: On two geometric problems related to the travelling salesman problem. J. Algorithms 5(2), 231–246 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  27. Przykucki, M.: Maximal percolation time in hypercubes under 2-bootstrap percolation. Electron. J. Comb. 19(2), 41 (2012)

    MathSciNet  MATH  Google Scholar 

  28. Riedl, E.: Largest minimal percolating sets in hypercubes under 2-bootstrap percolation. Electron. J. Comb. 17(1), 13 (2010)

    MathSciNet  MATH  Google Scholar 

  29. Tovey, C.A.: A simplified NP-complete satisfiability problem. Discrete Appl. Math. 8(1), 85–89 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  30. Umans, C., Lenhart, W.: Hamiltonian cycles in solid grid graphs. In: Proceedings of the 38th Annual Symposium on Foundations of Computer Science (FOCS), 1997, Miami, USA, pp. 496–505. IEEE Computer Society, Washington, DC (1997)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Thiago Marcilon .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Marcilon, T., Sampaio, R. (2016). The Maximum Time of 2-neighbour Bootstrap Percolation in Grid Graphs and Parametrized Results. In: Mayr, E. (eds) Graph-Theoretic Concepts in Computer Science. WG 2015. Lecture Notes in Computer Science(), vol 9224. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-53174-7_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-662-53174-7_13

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-53173-0

  • Online ISBN: 978-3-662-53174-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics