The ring wants to be broken
摘要
The Ramsey community number is the minimum network size at which a graph's connectivity is better described by a partition into communities than by no partition, under a prescribed community-detection rule. It was introduced through numerical simulations of networks grown by local rules, which suggested that community structure can emerge without any node heterogeneity. Here I compute analytically for the simplest homogeneous, locally wired graph: the circulant ring lattice . Using a Bernoulli stochastic block model with symmetric priors as the detection rule, the Bayesian evidence for a balanced two-community partition and for the unpartitioned network are both obtained in closed form, so the transition between them can be located exactly. The result is a sharp dependence on the interaction range: the plain cycle () is never partitioned, its two-community posterior decaying as , so ; but the next-nearest-neighbour ring () acquires a finite nodes, above which the partition is preferred with a log-evidence growing as . This provides an exactly solvable instance of community emergence in a network with no built-in communities, and shows that a minimal amount of local connectivity is enough to break the ring.
引用
@article{arxiv.2607.01967,
title = {The ring wants to be broken},
author = {Alexei Vazquez},
journal= {arXiv preprint arXiv:2607.01967},
year = {2026}
}
备注
5 pages, 1 figure