Anatomy of a young giant component in the random graph
Abstract
We provide a complete description of the giant component of the Erd\H{o}s-R\'enyi random graph as soon as it emerges from the scaling window, i.e., for where and . Our description is particularly simple for , where the giant component is contiguous with the following model (i.e., every graph property that holds with high probability for this model also holds w.h.p. for ). Let be normal with mean and variance , and let be a random 3-regular graph on vertices. Replace each edge of by a path, where the path lengths are i.i.d. geometric with mean . Finally, attach an independent Poisson()-Galton-Watson tree to each vertex. A similar picture is obtained for larger , in which case the random 3-regular graph is replaced by a random graph with vertices of degree for , where has mean and variance of order . This description enables us to determine fundamental characteristics of the supercritical random graph. Namely, we can infer the asymptotics of the diameter of the giant component for any rate of decay of , as well as the mixing time of the random walk on .
Keywords
Cite
@article{arxiv.0906.1839,
title = {Anatomy of a young giant component in the random graph},
author = {Jian Ding and Jeong Han Kim and Eyal Lubetzky and Yuval Peres},
journal= {arXiv preprint arXiv:0906.1839},
year = {2009}
}
Comments
42 pages