Deffuant opinion dynamics with attraction and repulsion
Abstract
In the Deffuant model, individuals are located on the vertices of a graph, and are characterized by their opinion, a number in . The dynamics depends on two parameters: a confidence threshold and a convergent parameter . Neighbors on the graph interact at rate one, which results in no changes if the neighbors disagree by more than , and a compromise with the opinions moving toward each other by a factor if they disagree by less than (attraction). The main conjecture about the Deffuant model, which was proved for the process on the integers, states that, for all and starting from the product measure in which the opinions are uniformly distributed in the interval , there is a phase transition from discordance to consensus at the confidence threshold one. In this paper, we study a natural variant of the model in which neighbors who disagree by more than feel more strongly about their own opinion, which is modeled by assuming that the opinions move away from each other by a divergent parameter (repulsion). We prove, for the process on the integers, the absence of a phase transition even for arbitrarily small , in the sense that, for every nontrivial choice of , there is always discordance.
Keywords
Cite
@article{arxiv.2310.19073,
title = {Deffuant opinion dynamics with attraction and repulsion},
author = {Nicolas Lanchier and Max Mercer},
journal= {arXiv preprint arXiv:2310.19073},
year = {2023}
}
Comments
12 pages, 1 figure