Diameters in supercritical random graphs via first passage percolation

preprint2010arXivOpen access

Abstract

We study the diameter of C1C_1, the largest component of the Erdős-Rényi random graph G(n,p)G(n,p) in the emerging supercritical phase, i.e., for p=1+εnp = \frac{1+ε}n where ε3n→∞ε^3 n \to \infty and ε=o(1)ε=o(1). This parameter was extensively studied for fixed ε>0ε> 0, yet results for ε=o(1)ε=o(1) outside the critical window were only obtained very recently. Prior to this work, Riordan and Wormald gave precise estimates on the diameter, however these did not cover the entire supercritical regime (namely, when ε3n→∞ε^3 n\to\infty arbitrarily slowly). Łuczak and Seierstad estimated its order throughout this regime, yet their upper and lower bounds differed by a factor of 1000/71000/7. We show that throughout the emerging supercritical phase, i.e. for any ε=o(1)ε=o(1) with ε3n→∞ε^3 n \to \infty, the diameter of C1C_1 is with high probability asymptotic to D(ε,n)=(3/ε)log⁡(ε3n)D(ε,n)=(3/ε)\log(ε^3 n). This constitutes the first proof of the asymptotics of the diameter valid throughout this phase. The proof relies on a recent structure result for the supercritical giant component, which reduces the problem of estimating distances between its vertices to the study of passage times in first-passage percolation. The main advantage of our method is its flexibility. It also implies that in the emerging supercritical phase the diameter of the 2-core of C1C_1 is w.h.p. asymptotic to (2/3)D(ε,n)(2/3)D(ε,n), and the maximal distance in C1C_1 between any pair of kernel vertices is w.h.p. asymptotic to (5/9)D(ε,n)(5/9)D(ε,n).

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