English

Boltzmann-type description with cutoff of Follow-the-Leader traffic models

Physics and Society 2021-07-19 v2 Adaptation and Self-Organizing Systems

Abstract

In this paper we consider a Boltzmann-type kinetic description of Follow-the-Leader traffic dynamics and we study the resulting asymptotic distributions, namely the counterpart of the Maxwellian distribution of the classical kinetic theory. In the Boltzmann-type equation we include a non-constant collision kernel, in the form of a cutoff, in order to exclude from the statistical model possibly unphysical interactions. In spite of the increased analytical difficulty caused by this further non-linearity, we show that a careful application of the quasi-invariant limit (an asymptotic procedure reminiscent of the grazing collision limit) successfully leads to a Fokker-Planck approximation of the original Boltzmann-type equation, whence stationary distributions can be explicitly computed. Our analytical results justify, from a genuinely model-based point of view, some empirical results found in the literature by interpolation of experimental data.

Keywords

Cite

@article{arxiv.1912.07417,
  title  = {Boltzmann-type description with cutoff of Follow-the-Leader traffic models},
  author = {Andrea Tosin and Mattia Zanella},
  journal= {arXiv preprint arXiv:1912.07417},
  year   = {2021}
}

Comments

18 pages, 7 figures