English

On dynamic random graphs with degree homogenization via anti-preferential attachment probabilities

Probability 2020-12-11 v3 Combinatorics

Abstract

We analyze a dynamic random undirected graph in which newly added vertices are connected to those already present in the graph either using, with probability pp, an anti-preferential attachment mechanism or, with probability 1p1-p, a preferential attachment mechanism. We derive the asymptotic degree distribution in the general case and study the asymptotic behaviour of the expected degree process in the general and that of the degree process in the pure anti-preferential attachment case. Degree homogenization mainly affects convergence rates for the former case and also the limiting degree distribution in the latter.

Keywords

Cite

@article{arxiv.1909.03846,
  title  = {On dynamic random graphs with degree homogenization via anti-preferential attachment probabilities},
  author = {Umberto De Ambroggio and Federico Polito and Laura Sacerdote},
  journal= {arXiv preprint arXiv:1909.03846},
  year   = {2020}
}
R2 v1 2026-06-23T11:09:43.223Z