In this paper, we investigate the strong convergence of the semi-implicit Euler-Maruyama (EM) method for stochastic differential equations driven by a class of L\'evy processes. Comparing to existing results, we obtain the convergence order of the numerical scheme and discover its relation with the parameters of the class of L\'evy processes. In addition, the existence and uniqueness of numerical invariant measure of the semi-implicit EM method is studied and its convergence to the underlying invariant measure is also proved. Numerical examples are provided to confirm our theoretical results.
翻译:在本文中,我们调查了由一类L\'evy过程驱动的半隐含的Euler-Maruyama(EM)方法与半隐含的Euler-Maruyama(EM)方法的强烈趋同。比较现有的结果,我们获得了数字方法的趋同顺序,并发现了它与L\'evy过程的参数之间的关系。此外,还研究了半隐含的EM方法的数值变化度量的存在和独特性,并证明了它与内在的不变化度量值的趋同。提供了数字实例,以证实我们的理论结果。