English

Hydrodynamic models of preference formation in multi-agent societies

Physics and Society 2024-12-20 v2 Numerical Analysis Mathematical Physics math.MP Numerical Analysis Adaptation and Self-Organizing Systems

Abstract

In this paper, we discuss the passage to hydrodynamic equations for kinetic models of opinion formation. The considered kinetic models feature an opinion density depending on an additional microscopic variable, identified with the personal preference. This variable describes an opinion-driven polarisation process, leading finally to a choice among some possible options, as it happens e.g. in referendums or elections. Like in the kinetic theory of rarefied gases, the derivation of hydrodynamic equations is essentially based on the computation of the local equilibrium distribution of the opinions from the underlying kinetic model. Several numerical examples validate the resulting model, shedding light on the crucial role played by the distinction between opinion and preference formation on the choice processes in multi-agent societies.

Keywords

Cite

@article{arxiv.1901.00486,
  title  = {Hydrodynamic models of preference formation in multi-agent societies},
  author = {Lorenzo Pareschi and Giuseppe Toscani and Andrea Tosin and Mattia Zanella},
  journal= {arXiv preprint arXiv:1901.00486},
  year   = {2024}
}

Comments

30 pages, 15 figures

R2 v1 2026-06-23T07:01:41.198Z