English

Diameter of P.A. random graphs with edge-step functions

Probability 2023-07-04 v2

Abstract

In this work we prove general bounds for the diameter of random graphs generated by a preferential attachment model whose parameter is a function f:N[0,1]f:\mathbb{N}\to[0,1] that drives the asymptotic proportion between the numbers of vertices and edges. These results are sharp when ff is a \textit{regularly varying function at infinity} with strictly negative index of regular variation~γ-\gamma. For this particular class, we prove a characterization for the diameter that depends only on~γ-\gamma. More specifically, we prove that the diameter of such graphs is of order 1/γ1/\gamma with high probability, although its vertex set order goes to infinity polynomially. Sharp results for the diameter for a wide class of \textit{slowly varying functions} are also obtained.

Keywords

Cite

@article{arxiv.1902.10165,
  title  = {Diameter of P.A. random graphs with edge-step functions},
  author = {Caio Alves and Rodrigo Ribeiro and Remy Sanchis},
  journal= {arXiv preprint arXiv:1902.10165},
  year   = {2023}
}

Comments

After referee recommendation, all results not concerning the diameter have been removed to obtain a more streamlined paper. The paper has been published at Random Structures and Algorithms under the new title

R2 v1 2026-06-23T07:52:12.942Z