Impact of interaction forces in first order many-agent systems for swarm manufacturing
Abstract
We study the large time behavior of a system of interacting agents modeling the relaxation of a large swarm of robots, whose task is to uniformly cover a portion of the domain by communicating with each other in terms of their distance. To this end, we generalize a related result for a Fokker-Planck-type model with a nonlocal discontinuous drift and constant diffusion, recently introduced by three of the authors, of which the steady distribution is explicitly computable. For this new nonlocal Fokker-Planck equation, existence, uniqueness and positivity of a global solution are proven, together with precise equilibration rates of the solution towards its quasi-stationary distribution. Numerical experiments are designed to verify the theoretical findings and explore possible extensions to more complex scenarios.
Keywords
Cite
@article{arxiv.2307.04264,
title = {Impact of interaction forces in first order many-agent systems for swarm manufacturing},
author = {Ferdinando Auricchio and Massimo Carraturo and Giuseppe Toscani and Mattia Zanella},
journal= {arXiv preprint arXiv:2307.04264},
year = {2023}
}