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Optimal strong convergence rate for a class of McKean–Vlasov SDEs with fast oscillating perturbation.

Authors :
Li, Butong
Meng, Yongna
Sun, Xiaobin
Yang, Ting
Source :
Statistics & Probability Letters. Dec2022, Vol. 191, pN.PAG-N.PAG. 1p.
Publication Year :
2022

Abstract

In this paper, we consider the averaging principle for a class of McKean–Vlasov stochastic differential equations perturbed by a fast oscillating term. By using the technique of Poisson equation, we prove the occurrence of the averaging principle, i.e., the solution X ɛ converges to the solution X ̄ of the corresponding averaged equation in L 2 (Ω , C ([ 0 , T ] , R n)) with the optimal convergence order 1 / 2. To the best of authors' knowledge, this is the first result about the strong averaging principle when the coefficients in the slow equation depends on the law of the fast component. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01677152
Volume :
191
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
159268923
Full Text :
https://doi.org/10.1016/j.spl.2022.109662