Weak Solutions for Stochastic Differential Equations Driven by Fractional Brownian Motion
XIA Xiaoyu; YAN Litan
College of Information Science and Technology, Donghua University, Shanghai, 201620, China; Department of Statistics, College of Science, Donghua University, Shanghai, 201620, China
Let B^H=\{B_t^H,\,0\leq t\leq T\}$ be a fractional Brownian motion with Hurst index H\in(0,1/2)\cup(1/2,1) and let b be a Borel measurable function such that |b(t,x)|\leq(1+|x|)f(t)$ for x\in\mathbb{R}$ and $0<t<T$, where $f$ is a non-negative Borel function. In this note, we consider the existence of a weak solution for the stochastic differential equation of the form \[X_t=x+B_t^H+\int_0^tb(s,X_s)\md s.\] It is important to note that $f$ can be unbounded such as f(t)=(T-t)^{-\beta} and f(t)=t^{-\alpha} for some 0<\alpha,\beta<1. This question is not trivial for stochastic differential equations driven by fractional Brownian motion.
The project was supported by the National Natural Science Foundation of China (Grant No. 11971101)
引用本文:
夏晓宇; 闫理坦. 分数布朗运动驱动的一类随机微分方程的弱解问题[J]. 应用概率统计, 2021, 37(2): 123-135.
XIA Xiaoyu; YAN Litan. Weak Solutions for Stochastic Differential Equations Driven by Fractional Brownian Motion. CHINESE JOURNAL OF APPLIED PROBABILITY AND STATIST, 2021, 37(2): 123-135.