REGULARIZATION OF MULTIPLICATIVE SDES THROUGH ADDITIVE NOISE

被引:3
|
作者
Galeati, Lucio [1 ]
Harang, Fabian A. [2 ]
机构
[1] Univ Bonn, Inst Appl Math, Bonn, Germany
[2] Univ Oslo, Dept Math, Oslo, Norway
来源
ANNALS OF APPLIED PROBABILITY | 2022年 / 32卷 / 05期
关键词
Stochastic differential equations; regularization by noise; multiplicative noise; Young integration; rough path theory; DIFFERENTIAL-EQUATIONS;
D O I
10.1214/21-AAP1778
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
We investigate the regularizing effect of certain additive continuous perturbations on SDEs with multiplicative fractional Brownian motion (fBm). Traditionally, a Lipschitz requirement on the drift and diffusion coefficients is imposed to ensure existence and uniqueness of the SDE. We show that suitable perturbations restore existence, uniqueness and regularity of the flow for the resulting equation, even when both the drift and the diffusion coefficients are distributional, thus extending the program of regularization by noise to the case of multiplicative SDEs. Our method relies on a combination of the nonlinear Young formalism developed by Catellier and Gubinelli (Stochastic Process. Appl. 126 (2016) 2323-2366), and stochastic averaging estimates recently obtained by Hairer and Li (Ann. Probab. 48 (2020) 1826-1860).
引用
收藏
页码:3930 / 3963
页数:34
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