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 ), we establish various quantitative long-time convergence guarantees toward the global equilibrium (depending on the sign of ), 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.
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