中文

The ring wants to be broken

物理与社会 2026-07-02 v1 无序系统与神经网络 组合数学

摘要

The Ramsey community number rκr_\kappa 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 rκr_\kappa analytically for the simplest homogeneous, locally wired graph: the circulant ring lattice Cn(1,,c)C_n(1,\dots,c). Using a Bernoulli stochastic block model with symmetric Beta\mathrm{Beta} 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 (c=1c=1) is never partitioned, its two-community posterior decaying as n(2α+3)n^{-(2\alpha+3)}, so rκ=r_\kappa=\infty; but the next-nearest-neighbour ring (c=2c=2) acquires a finite rκ35r_\kappa\simeq 35 nodes, above which the partition is preferred with a log-evidence growing as (ln2)n(\ln 2)\,n. 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