We discuss approaches to computing eigenfunctions of the Ornstein--Uhlenbeck (OU) operator in more than two dimensions. While the spectrum of the OU operator and theoretical properties of its eigenfunctions have been well characterized in previous research, the practical computation of general eigenfunctions has not been resolved. We review special cases for which the eigenfunctions can be expressed exactly in terms of commonly used orthogonal polynomials. Then we present a tractable approach for computing the eigenfunctions in general cases and comment on its dimension dependence.
翻译:我们从两个以上方面讨论了计算Ornstein-Uhlenbeck(OU)操作员的机能的方法,虽然在以前的研究中,Oh操作员的频谱及其机能的理论特性都得到了很好的描述,但一般机能的实际计算尚未解决。我们审查了可以精确地用常用的正方形多元体表示机能的特殊案例。然后我们提出了一般情况下计算机能的可移植方法,并评论了机能的维度依赖性。