Rate of homogenization for fully-coupled McKean-Vlasov SDEs

被引:5
作者
Bezemek, Zachary William [1 ]
Spiliopoulos, Konstantinos [1 ]
机构
[1] Boston Univ, Dept Math & Stat, 111 Cummington Mall, Boston, MA 02215 USA
基金
美国国家科学基金会;
关键词
Multiscale processes; empirical measure; McKean-Vlasov process; ergodic theorems; averaging; homogenization; DISTRIBUTION DEPENDENT SDES; MEAN-FIELD MODEL; DIFFUSION-APPROXIMATION; POISSON EQUATION; FLUCTUATIONS; CONVERGENCE; DEVIATIONS; SYSTEMS; ORDER;
D O I
10.1142/S0219493723500132
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
In this paper, we consider a fully-coupled slow-fast system of McKean-Vlasov stochastic differential equations with full dependence on the slow and fast component and on the law of the slow component and derive convergence rates to its homogenized limit. We do not make periodicity assumptions, but we impose conditions on the fast motion to guarantee ergodicity. In the course of the proof we obtain related ergodic theorems and we gain results on the regularity of Poisson type of equations and of the associated Cauchy problem on the Wasserstein space that are of independent interest.
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页数:65
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