English

Higher order interactions destroy phase transitions in Deffuant opinion dynamics model

Physics and Society 2021-11-25 v1

Abstract

We define a higher order Deffuant model by generalizing the original pairwise interaction model for bounded-confidence opinion-dynamics to interactions involving a group of agents of size k. The generalized model is naturally encoded in a hypergraph. We study this dynamics in different hypergraph topologies, from random hypergraph ensembles, to spatially embedded hyper-lattices. We show that including higher order interactions induces a drastic change in the onset of consensus for random hypergraphs; instead of the sharp phase transition, characteristic of the dyadic Deffuant model, the system undergoes a smooth size independent crossover to consensus, as the confidence value increases. This phenomenon is absent from regular hypergraphs, which conserve a phase transition.

Keywords

Cite

@article{arxiv.2111.12165,
  title  = {Higher order interactions destroy phase transitions in Deffuant opinion dynamics model},
  author = {Hendrik Schawe and Laura Hernández},
  journal= {arXiv preprint arXiv:2111.12165},
  year   = {2021}
}

Comments

10 pages, 10 figures (associated SM entered as separate file)

R2 v1 2026-06-24T07:49:43.691Z