Speed of convergence to equilibrium in Wasserstein metrics for Kac-like kinetic equations

被引:9
|
作者
Bassetti, Federico [1 ]
Perversi, Eleonora [1 ]
机构
[1] Univ Pavia, Dept Math, I-27100 Pavia, Italy
来源
关键词
Boltzmann-like equations; Kac caricature; stable laws; rate of convergence to equilibrium; Wasserstein distances; SELF-SIMILAR ASYMPTOTICS; FIXED-POINTS; MODELS;
D O I
10.1214/EJP.v18-2054
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This work deals with a class of one-dimensional measure-valued kinetic equations, which constitute extensions of the Kac caricature. It is known that if the initial datum belongs to the domain of normal attraction of an alpha-stable law, the solution of the equation converges weakly to a suitable scale mixture of centered alpha-stable laws. In this paper we present explicit exponential rates for the convergence to equilibrium in Kantorovich-Wasserstein distances of order p > alpha, under the natural assumption that the distance between the initial datum and the limit distribution is finite. For alpha = 2 this assumption reduces to the finiteness of the absolute moment of order p of the initial datum. On the contrary, when alpha < 2, the situation is more problematic due to the fact that both the limit distribution and the initial datum have infinite absolute moment of any order p > alpha. For this case, we provide sufficient conditions for the finiteness of the Kantorovich-Wasserstein distance.
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页码:1 / 35
页数:35
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