3 research outputs found
Quantitative results for the Fleming-Viot particle system in discrete space
We show, for a class of discrete Fleming-Viot type particle systems, that the convergence to the equilibrium is exponential for a suitable Wassertein coupling distance. The approach provides an explicit quantitative estimate on the rate of convergence. As a consequence, we show that the conditioned process converges exponentially fast to a unique quasi-stationary distribution. Moreover, by estimating the two-particle correlations, we prove that the Fleming-Viot process converges, uniformly in time, to the conditioned process with an explicit rate of convergence. We illustrate our results on the examples of the complete graph and of the two point space
Quantitative results for the Fleming-Viot Particle system and quasi-stationary distributions in discrete space
We show, for a class of discrete Fleming-Viot (or Moran) type particle
systems, that the convergence to the equilibrium is exponential for a suitable
Wassertein coupling distance. The approach provides an explicit quantitative
estimate on the rate of convergence. As a consequence, we show that the
conditioned process converges exponentially fast to a unique quasi-stationary
distribution. Moreover, by estimating the two-particle correlations, we prove
that the Fleming-Viot process converges, uniformly in time, to the conditioned
process with an explicit rate of convergence. We illustrate our results on the
examples of the complete graph and of N particles jumping on two points.Comment: New version of the paper "Quantitative results for the Fleming-Viot
particle system in discrete space ". Some points are improved. For instance,
Proof of chaos propagation is improved,, using Hardy's inequalities, we
improve our results when the state space contains two points, the complete
garph study is generalised, we add comments on our coupling constructio
