Exponential rate of convergence independent of the dimension in a mean-field system of particles

Autor

  • Bartłomiej Dyda
  • Julian Tugaut

DOI:

https://doi.org/10.19195/0208-4147.37.1.6

Słowa kluczowe:

Mean-field model, Poincaré inequality, transportation inequality, high dimension

Abstrakt

EXPONENTIAL RATE OF CONVERGENCE INDEPENDENT OF THE DIMENSION IN A MEAN-FIELD SYSTEM OF PARTICLES

This article deals with a mean-field model. We consider a large number of particles interacting through their empirical law. We know that there is a unique invariant probability for this diffusion.We look at functional inequalities. In particular, we briefly show that the diffusion satisfies a Poincaré inequality. Then, we establish a so-called WJ-inequality, which is independent of the number of particles.

Pobrania

Opublikowane

2018-05-16

Numer

Dział

Artykuły [1035]