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Fawen90
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Ergodicity of the solution to some SDE

Consider the SDE (stochastic differential equation) as follows:

$$dX_t=b(X_t)dt+a(X_t)dW_t$$

where $b,a:\mathbb R^d\to\mathbb R^d$ are Lipschitz and $W$ is a real-valued Brownian motion. Under which conditions on $\bar x\in\mathbb R^d, r>0, \theta>0$ and $b,a$, one has

$$\mathbb P\big[\exists T>0 \mbox{ such that } |X_t-\bar x|<r \mbox{ for all } t\in [T,T+\theta]\big]=1?$$

Fawen90
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