Linear SDE with commuting matrices.

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Consider the linear $d$-dimensional SDE

$$dX_t=-AX_tdt+\sqrt{2}BdW_t$$

for $X_t\in\mathbb{R}^d,A\in \mathbb{R}^{d\times d}$, and an invertible matrix $B\in \mathbb{R}^{d\times d}$, here $W_t$ is a $d$-dimensional Brownian motion. Its associated Fokker-Planck equation for the evolution of its density $\rho$ is

$$\partial_t\rho=\text{div}(Ax\rho+D\nabla\rho),~D:=BB^T.$$

Are there any distinguishing features for these linear SDE when we have the following commuting of matrices $AD=DA$ ?