Skip to main content
Log in

Phase transitions for modified Erdős–Rényi processes

  • Published:
Arkiv för Matematik

Abstract

A fundamental and very well studied region of the Erdős–Rényi process is the phase transition at mn/2 edges in which a giant component suddenly appears. We examine the process beginning with an initial graph. We further examine the Bohman–Frieze process in which edges between isolated vertices are more likely. While the positions of the phase transitions vary, the three processes belong, roughly speaking, to the same universality class. In particular, the growth of the giant component in the barely supercritical region is linear in all cases.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Achlioptas, D., D’Souza, R. and Spencer, J., Explosive percolation in random networks, Science 323 (2009), 1453–1455.

    Article  MathSciNet  MATH  Google Scholar 

  2. Alon, N. and Spencer, J., The Probabilistic Method, Wiley, New York, 2008.

    Book  MATH  Google Scholar 

  3. Bohman, T. and Frieze, A., Avoiding a giant component, Random Structures Algorithms 19 (2001), 75–85.

    Article  MathSciNet  MATH  Google Scholar 

  4. Bohman, T., Frieze, A. and Wormald, N. C., Avoidance of a giant component in half the edge set of a random graph, Random Structures Algorithms 25 (2004), 432–449.

    Article  MathSciNet  Google Scholar 

  5. Bohman, T. and Kravitz, D., Creating a giant component, Combin. Probab. Comput. 15 (2006), 489–511.

    Article  MathSciNet  MATH  Google Scholar 

  6. Bollobás, B., Random Graphs, Cambridge Univ. Press, Cambridge, 2001.

    Book  MATH  Google Scholar 

  7. Bollobás, B., Janson, S. and Riordan, O., The phase transition in inhomogeneous random graphs, Random Structures Algorithms 31 (2007), 3–122.

    Article  MathSciNet  MATH  Google Scholar 

  8. Erdős, P. and Rényi, A., On random graphs. I, Publ. Math. Debrecen 6 (1959), 290–297.

    MathSciNet  Google Scholar 

  9. Erdős, P. and Rényi, A., On the evolution of random graphs, Magyar Tud. Akad. Mat. Kutató Int. Közl. 5 (1960), 17–61.

    Google Scholar 

  10. Gut, A., Probability : A Graduate Course, Springer, New York, 2005.

    MATH  Google Scholar 

  11. Janson, S., Probability asymptotics: notes on notation, Preprint 31, Institut Mittag-Leffler, Djursholm, 2009.

  12. Janson, S., Susceptibility of random graphs with given vertex degrees, J. Comb. 1 (2010), 357–387.

    MathSciNet  MATH  Google Scholar 

  13. Janson, S. and Luczak, M., Susceptibility in subcritical random graphs, J. Math. Phys. 49 (2008), 125207.

    Article  MathSciNet  Google Scholar 

  14. Janson, S., Łuczak, T. and Ruciński, A., Random Graphs, Wiley, New York, 2000.

    Book  MATH  Google Scholar 

  15. Janson, S. and Riordan, O., Susceptibility in inhomogeneous random graphs, Preprint, 2009. arXiv:0905.0437 [math.PR].

  16. Perkins, W., The Bohman–Frieze Process and the Forgetfulness of Balls and Bins, Ph.D. thesis, Courant Institute, New York University, 2011.

  17. Spencer, J. and Wormald, N., Birth control for giants, Combinatorica 27 (2007), 587–628.

    Article  MathSciNet  MATH  Google Scholar 

  18. Wormald, N., The differential equation method for random graph processes and greedy algorithms, in Lectures on Approximation and Randomized Algorithms, pp. 73–155, PWN, Warsaw, 1999.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Svante Janson.

Additional information

This research was mainly done at Institute Mittag-Leffler, Djursholm, Sweden, during the program Discrete Probability, 2009. We thank other participants, in particular Oliver Riordan, for helpful comments. We thank Will Perkins for the numerical calculations in Remark 3.6.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Janson, S., Spencer, J. Phase transitions for modified Erdős–Rényi processes. Ark Mat 50, 305–329 (2012). https://doi.org/10.1007/s11512-011-0157-1

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11512-011-0157-1

Keywords

Navigation