具有循环长程依赖性的随机 FPDE 的多尺度极限定理

Maha Mosaad A Alghamdi, Nikolai Leonenko, Andriy Olenko
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引用次数: 0

摘要

本文研究具有随机初始条件的随机偏微分方程的解。首先,它概述了关于此类方程缩放解的一些已知结果,并提供了几个明确的激励示例。然后,针对初始条件从属于具有循环长程依赖性的随机过程的情况,证明了重规范化解的多尺度极限定理。研究了随机偏微分方程的两种情况。此外,还讨论了为什么类似结果不适用于赫米特秩大于 1 的从属情况。
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Multiscaling limit theorems for stochastic FPDE with cyclic long-range dependence
The paper studies solutions of stochastic partial differential equations with random initial conditions. First, it overviews some of the known results on scaled solutions of such equations and provides several explicit motivating examples. Then, it proves multiscaling limit theorems for renormalized solutions for the case of initial conditions subordinated to the random processes with cyclic long-range dependence. Two cases of stochastic partial differential equations are examined. The spectral and covariance representations for the corresponding limit random fields are derived. Additionally, it is discussed why analogous results are not valid for subordinated cases with Hermite ranks greater than 1. Numerical examples that illustrate the obtained theoretical results are presented.
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