The diameter of KPKVB random graphs
Abstract
We consider a model for complex networks that was recently proposed as a model for complex networks by Krioukov et al. In this model, nodes are chosen randomly inside a disk in the hyperbolic plane and two nodes are connected if they are at most a certain hyperbolic distance from each other. It has been previously shown that this model has various properties associated with complex networks, including a power-law degree distribution and a strictly positive clustering coefficient. The model is specified using three parameters : the number of nodes , which we think of as going to infinity, and which we think of as constant. Roughly speaking controls the power law exponent of the degree sequence and the average degree. Earlier work of Kiwi and Mitsche has shown that when (which corresponds to the exponent of the power law degree sequence being ) then the diameter of the largest component is a.a.s.~polylogarithmic in . Friedrich and Krohmer have shown it is a.a.s.~ and they improved the exponent of the polynomial in in the upper bound. Here we show the maximum diameter over all components is a.a.s.~ thus giving a bound that is tight up to a multiplicative constant.
Cite
@article{arxiv.1707.09555,
title = {The diameter of KPKVB random graphs},
author = {Tobias Müller and Merlijn Staps},
journal= {arXiv preprint arXiv:1707.09555},
year = {2026}
}
Comments
very minor corrections since the last version