English

The k-core and branching processes

Combinatorics 2009-05-08 v2 Probability

Abstract

The k-core of a graph G is the maximal subgraph of G having minimum degree at least k. In 1996, Pittel, Spencer and Wormald found the threshold λc\lambda_c for the emergence of a non-trivial k-core in the random graph G(n,λ/n)G(n,\lambda/n), and the asymptotic size of the k-core above the threshold. We give a new proof of this result using a local coupling of the graph to a suitable branching process. This proof extends to a general model of inhomogeneous random graphs with independence between the edges. As an example, we study the k-core in a certain power-law or `scale-free' graph with a parameter c controlling the overall density of edges. For each k at least 3, we find the threshold value of c at which the k-core emerges, and the fraction of vertices in the k-core when c is \epsilon above the threshold. In contrast to G(n,λ/n)G(n,\lambda/n), this fraction tends to 0 as \epsilon tends to 0.

Keywords

Cite

@article{arxiv.math/0511093,
  title  = {The k-core and branching processes},
  author = {Oliver Riordan},
  journal= {arXiv preprint arXiv:math/0511093},
  year   = {2009}
}

Comments

30 pages, 1 figure. Minor revisions. To appear in Combinatorics, Probability and Computing