Work

Repulsive Mean-field Couplings and Self-consistent Transfer Operators

Year: 2026
Type: preprint
Abstract: We study a one-dimensional self-consistent transfer operator generated by a repulsive mean-field coupling. The interaction admits a natural interpretation as a myopic relocation dynamics balancing congestion and uniformly distributed resources. Using the quantile representation of probability measures, combined with self-consistent transfer operators methods, we prove the existence and uniqueness of a physically relevant invariant measure for the system and characterize it explicitly through a nonlinear fixed-point equation. We then show that the corresponding finite-particle equilibrium converges to the continuum equilibrium with optimal order in Wasserstein distance and establish a quantitative thermodynamic limit.
Language: English
Open Access status: green
OpenAlex ID: W7214101536
Cites: 6
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Related to: 10