PATHWISE CONVERGENCE OF THE HARD SPHERES KAC PROCESS
We derive two estimates for the deviation of the N-particle, hard-spheres Kac process from the corresponding Boltzmann equation, measured in expected Wasserstein distance. Particular care is paid to the long-time properties of our estimates, exploiting the stability properties of the limiting Boltzm...
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Veröffentlicht in: | The Annals of applied probability 2019-10, Vol.29 (5), p.3062-3127 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We derive two estimates for the deviation of the N-particle, hard-spheres Kac process from the corresponding Boltzmann equation, measured in expected Wasserstein distance. Particular care is paid to the long-time properties of our estimates, exploiting the stability properties of the limiting Boltzmann equation at the level of realisations of the interacting particle system. As a consequence, we obtain an estimate for the propagation of chaos, uniformly in time and with polynomial rates, as soon as the initial data has a kth moment, k >2. Our approach is similar to Kac’s proposal of relating the long-time behaviour of the particle system to that of the limit equation. Along the way, we prove a new estimate for the continuity of the Boltzmann flow measured in Wasserstein distance. |
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ISSN: | 1050-5164 2168-8737 |
DOI: | 10.1214/19-AAP1475 |