English

How to determine if a random graph with a fixed degree sequence has a giant component

Combinatorics 2017-02-01 v3 Discrete Mathematics Probability

Abstract

For a fixed degree sequence D=(d1,...,dn)\mathcal{D}=(d_1,...,d_n), let G(D)G(\mathcal{D}) be a uniformly chosen (simple) graph on {1,...,n}\{1,...,n\} where the vertex ii has degree did_i. In this paper we determine whether G(D)G(\mathcal{D}) has a giant component with high probability, essentially imposing no conditions on D\mathcal{D}. We simply insist that the sum of the degrees in D\mathcal{D} which are not 2 is at least λ(n)\lambda(n) for some function λ\lambda going to infinity with nn. This is a relatively minor technical condition, and when D\mathcal{D} does not satisfy it, both the probability that G(D)G(\mathcal{D}) has a giant component and the probability that G(D)G(\mathcal{D}) has no giant component are bounded away from 11.

Keywords

Cite

@article{arxiv.1601.03714,
  title  = {How to determine if a random graph with a fixed degree sequence has a giant component},
  author = {Felix Joos and Guillem Perarnau and Dieter Rautenbach and Bruce Reed},
  journal= {arXiv preprint arXiv:1601.03714},
  year   = {2017}
}

Comments

42 pages, to appear in Probability Theory and Related Fields

R2 v1 2026-06-22T12:29:40.552Z