English

Anatomy of a young giant component in the random graph

Combinatorics 2009-07-31 v2 Probability

Abstract

We provide a complete description of the giant component of the Erd\H{o}s-R\'enyi random graph G(n,p)G(n,p) as soon as it emerges from the scaling window, i.e., for p=(1+ϵ)/np = (1+\epsilon)/n where ϵ3n\epsilon^3 n \to \infty and ϵ=o(1)\epsilon=o(1). Our description is particularly simple for ϵ=o(n1/4)\epsilon = o(n^{-1/4}), where the giant component C1C_1 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 C1C_1). Let ZZ be normal with mean 23ϵ3n\frac23 \epsilon^3 n and variance ϵ3n\epsilon^3 n, and let KK be a random 3-regular graph on 2Z2\lfloor Z\rfloor vertices. Replace each edge of KK by a path, where the path lengths are i.i.d. geometric with mean 1/ϵ1/\epsilon. Finally, attach an independent Poisson(1ϵ1-\epsilon)-Galton-Watson tree to each vertex. A similar picture is obtained for larger ϵ=o(1)\epsilon=o(1), in which case the random 3-regular graph is replaced by a random graph with NkN_k vertices of degree kk for k3k\geq 3, where NkN_k has mean and variance of order ϵkn\epsilon^k n. 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 ϵ\epsilon, as well as the mixing time of the random walk on C1C_1.

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

R2 v1 2026-06-21T13:11:40.677Z