The continuum limit of critical random graphs
Probability
2009-05-06 v2 Combinatorics
Abstract
We consider the Erdos-Renyi random graph G(n,p) inside the critical window, that is when p=1/n+ lambda*n^{-4/3}, for some fixed lambda in R. Then, as a metric space with the graph distance rescaled by n^{-1/3}, the sequence of connected components G(n,p) converges towards a sequence of continuous compact metric spaces. The result relies on a bijection between graphs and certain marked random walks, and the theory of continuum random trees. Our result gives access to the answers to a great many questions about distances in critical random graphs. In particular, we deduce that the diameter of G(n,p) rescaled by n^{-1/3} converges in distribution to an absolutely continuous random variable with finite mean.
Cite
@article{arxiv.0903.4730,
title = {The continuum limit of critical random graphs},
author = {Louigi Addario-Berry and Nicolas Broutin and Christina Goldschmidt},
journal= {arXiv preprint arXiv:0903.4730},
year = {2009}
}
Comments
34 pages, 5 figures