English

Fractal opinions among interacting agents

Probability 2024-08-06 v1 Analysis of PDEs

Abstract

We investigate an opinion model consisting of a large group of interacting agents, whose opinions are represented as numbers in [1,1][-1,1]. At each update time, two random agents are selected, and the opinion of the first agent is updated based on the opinion of the second (the ``persuader''). We derive the mean-field kinetic equation describing the large population limit of the model, and we provide several quantitative results establishing convergence to the unique equilibrium distribution. Surprisingly, in some range of the model parameters, the support of the equilibrium distribution exhibits a fractal structure. This provides a new mathematical description for the so-called opinion fragmentation phenomenon.

Keywords

Cite

@article{arxiv.2408.01624,
  title  = {Fractal opinions among interacting agents},
  author = {Fei Cao and Roberto Cortez},
  journal= {arXiv preprint arXiv:2408.01624},
  year   = {2024}
}

Comments

23 pages, 4 figures

R2 v1 2026-06-28T18:02:50.200Z