English

Quantitative convergence guarantees for the mean-field dispersion process

Probability 2025-08-25 v3 Classical Analysis and ODEs

Abstract

We study the discrete Fokker-Planck equation associated with the mean-field dynamics of a particle system called the dispersion process. For different regimes of the average number of particles per site (denoted by μ>0\mu > 0), we establish various quantitative long-time convergence guarantees toward the global equilibrium (depending on the sign of μ1\mu - 1), which is also confirmed by numerical simulations. The main novelty/contribution of this manuscript lies in the careful and tricky analysis of a nonlinear Volterra-type integral equation satisfied by a key auxiliary function.

Keywords

Cite

@article{arxiv.2406.05043,
  title  = {Quantitative convergence guarantees for the mean-field dispersion process},
  author = {Fei Cao and Jincheng Yang},
  journal= {arXiv preprint arXiv:2406.05043},
  year   = {2025}
}

Comments

33 pages, 7 figures

R2 v1 2026-06-28T16:57:29.673Z