English

Distances in random graphs with finite mean and infinite variance degrees

Probability 2016-09-07 v1 Combinatorics

Abstract

In this paper we study random graphs with independent and identically distributed degrees of which the tail of the distribution function is regularly varying with exponent τ(2,3)\tau\in (2,3). The number of edges between two arbitrary nodes, also called the graph distance or hopcount, in a graph with NN nodes is investigated when NN\to \infty. When τ(2,3)\tau\in (2,3), this graph distance grows like 2loglogNlog(τ2)2\frac{\log\log N}{|\log(\tau-2)|}. In different papers, the cases τ>3\tau>3 and τ(1,2)\tau\in (1,2) have been studied. We also study the fluctuations around these asymptotic means, and describe their distributions. The results presented here improve upon results of Reittu and Norros, who prove an upper bound only.

Keywords

Cite

@article{arxiv.math/0502581,
  title  = {Distances in random graphs with finite mean and infinite variance degrees},
  author = {Remco van der Hofstad and Gerard Hooghiemstra and Dmitri Znamenski},
  journal= {arXiv preprint arXiv:math/0502581},
  year   = {2016}
}

Comments

52 pages, 4 figures

R2 v1 2026-07-22T17:16:10.433Z