English

Dynamical Systems on Graph Limits and Their Symmetries

Dynamical Systems 2024-08-06 v3

Abstract

The collective dynamics of interacting dynamical units on a network crucially depends on the properties of the network structure. Rather than considering large but finite graphs to capture the network, one often resorts to graph limits and the dynamics thereon. We elucidate the symmetry properties of dynamical systems on graph limits -- including graphons and graphops -- and analyze how the symmetry shape the dynamics, for example through invariant subspaces. In addition to traditional symmetries, dynamics on graph limits can support generalized noninvertible symmetries. Moreover, as asymmetric networks can have symmetric limits, we note that one can expect to see ghosts of symmetries in the dynamics of large asymmetric networks.

Keywords

Cite

@article{arxiv.2110.13686,
  title  = {Dynamical Systems on Graph Limits and Their Symmetries},
  author = {Christian Bick and Davide Sclosa},
  journal= {arXiv preprint arXiv:2110.13686},
  year   = {2024}
}

Comments

35 pages, 8 figures. This paper substitutes "Mean-field Limits of Phase Oscillator Networks and Their Symmetries". The most recent update fixes typos and adds references

R2 v1 2026-06-24T07:11:58.904Z