paper

The model theory of geometric random graphs

arXiv:2303.11292

Abstract

We study the logical properties of infinite geometric random graphs, introduced by Bonato and Janssen. These are graphs whose vertex set is a dense ``generic'' subset of a metric space, where two vertices are adjacent with probability provided the distance between them is bounded by some constant number. We prove that for a large class of metric spaces, including circles, spheres and the complete Urysohn space, almost all geometric random graphs on a given space are elementary equivalent. Moreover, their first-order theory can reveal geometric properties of the underlying metric space.

Fixed some typos, added reference to previous work by Ackerman, Freer, Kruckman and Patel

The model theory of geometric random graphs · wovepaper