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Asymptotic distribution of the numbers of vertices and arcs of the giant strong component in sparse random digraphs
Authors:Boris Pittel  Daniel Poole
Affiliation:Department of Mathematics, The Ohio State University, Columbus, Ohio
Abstract:Two models of a random digraph on n vertices, urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0001 and urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0002 are studied. In 1990, Karp for D(n, p) and independently T. ?uczak for D(n,m = cn) proved that for c > 1, with probability tending to 1, there is an unique strong component of size of order n. Karp showed, in fact, that the giant component has likely size asymptotic to 2, where θ = θ(c) is the unique positive root of urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0003. In this paper we prove that, for both random digraphs, the joint distribution of the number of vertices and number of arcs in the giant strong component is asymptotically Gaussian with the same mean vector urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0004, urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0005 and two distinct 2 × 2 covariance matrices, urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0006 and urn:x-wiley:10429832:media:rsa20622:rsa20622-math-0007. To this end, we introduce and analyze a randomized deletion process which terminates at the directed (1, 1)‐core, the maximal digraph with minimum in‐degree and out‐degree at least 1. This (1, 1)‐core contains all non‐trivial strong components. However, we show that the likely numbers of peripheral vertices and arcs in the (1, 1)‐core, those outside the largest strong component, are of polylog order, thus dwarfed by anticipated fluctuations, on the scale of n1/2, of the giant component parameters. By approximating the likely realization of the deletion algorithm with a deterministic trajectory, we obtain our main result via exponential supermartingales and Fourier‐based techniques. © 2015 Wiley Periodicals, Inc. Random Struct. Alg., 49, 3–64, 2016
Keywords:random digraphs  central limit theorem  core  deletion algorithm
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