Euler-Maruyama schemes for supercritical α-stable SDEs converge to the invariant measure at explicit rates in a bounded Hölder Wasserstein metric when the drift is dissipative and Hölder continuous.
Rate of convergence for numerical solutions to SFDEs with jumps
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abstract
In this paper, we are interested in the numerical solutions of stochastic functional differential equations (SFDEs) with {\it jumps}. Under the global Lipschitz condition, we show that the $p$th moment convergence of the Euler-Maruyama (EM) numerical solutions to SFDEs with jumps has order $1/p$ for any $p\ge 2$. This is significantly different from the case of SFDEs without jumps where the order is 1/2 for any $p\ge 2$. It is therefore best to use the mean-square convergence for SFDEs with jumps. Consequently, under the local Lipschitz condition, we reveal that the order of the mean-square convergence is close to 1/2, provided that the local Lipschitz constants, valid on balls of radius $j$, do not grow faster than $\log j$.
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$W_{\bf d}$-convergence rate of EM schemes for invariant measures of supercritical stable SDEs
Euler-Maruyama schemes for supercritical α-stable SDEs converge to the invariant measure at explicit rates in a bounded Hölder Wasserstein metric when the drift is dissipative and Hölder continuous.