Boltzmann-type equations for multi-agent systems with label switching
Abstract
In this paper, we propose a Boltzmann-type kinetic description of mass-varying interacting multi-agent systems. Our agents are characterised by a microscopic state, which changes due to their mutual interactions, and by a label, which identifies a group to which they belong. Besides interacting within and across the groups, the agents may change label according to a state-dependent Markov-type jump process. We derive general kinetic equations for the joint interaction/label switch processes in each group. For prototypical birth/death dynamics, we characterise the transient and equilibrium kinetic distributions of the groups via a Fokker-Planck asymptotic analysis. Then we introduce and analyse a simple model for the contagion of infectious diseases, which takes advantage of the joint interaction/label switch processes to describe quarantine measures.
Cite
@article{arxiv.2006.15550,
title = {Boltzmann-type equations for multi-agent systems with label switching},
author = {Nadia Loy and Andrea Tosin},
journal= {arXiv preprint arXiv:2006.15550},
year = {2021}
}
Comments
26 pages, 6 figures