An averaging principle for stochastic dynamical systems with Levy noise

被引:157
|
作者
Xu, Yong [1 ]
Duan, Jinqiao [2 ]
Xu, Wei [1 ]
机构
[1] Northwestern Polytech Univ, Dept Appl Math, Xian 710072, Peoples R China
[2] IIT, Dept Appl Math, Chicago, IL 60616 USA
基金
美国国家科学基金会;
关键词
Averaging principle; Stochastic differential equations; Non-Gaussian Levy noise; Convergence to the averaged system;
D O I
10.1016/j.physd.2011.06.001
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The purpose of this paper is to establish an averaging principle for stochastic differential equations with non-Gaussian Levy noise. The solutions to stochastic systems with Levy noise can be approximated by solutions to averaged stochastic differential equations in the sense of both convergence in mean square and convergence in probability. The convergence order is also estimated in terms of noise intensity. Two examples are presented to demonstrate the applications of the averaging principle, and a numerical simulation is carried out to establish the good agreement. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1395 / 1401
页数:7
相关论文
共 50 条
  • [21] Data-driven discovery of stochastic dynamical systems with α-stable Levy noise based on residual networks
    Li, Kaixuan
    Li, Yang
    Lu, Linghongzhi
    Liu, Xianbin
    PHYSICA D-NONLINEAR PHENOMENA, 2024, 462
  • [22] A data-driven approach for discovering stochastic dynamical systems with non-Gaussian Levy noise
    Li, Yang
    Duan, Jinqiao
    PHYSICA D-NONLINEAR PHENOMENA, 2021, 417
  • [23] Weak and strong averaging principle for a stochastic coupled fast-slow atmosphere-ocean model with non-Lipschitz Levy noise
    Shi, Yangyang
    Gao, Hongjun
    NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2022, 218
  • [24] Averaging principle for stochastic differential equations with monotone condition
    Guo, Zhongkai
    Xu, Yong
    Wang, Weifeng
    Hu, Junhao
    APPLIED MATHEMATICS LETTERS, 2022, 125
  • [25] The existence and averaging principle for Caputo fractional stochastic delay differential systems
    Li, Mengmeng
    Wang, Jinrong
    FRACTIONAL CALCULUS AND APPLIED ANALYSIS, 2023, 26 (02) : 893 - 912
  • [26] The existence and averaging principle for Caputo fractional stochastic delay differential systems
    Mengmeng Li
    Jinrong Wang
    Fractional Calculus and Applied Analysis, 2023, 26 : 893 - 912
  • [27] Averaging principle for a stochastic cable equation
    Bodnarchuk, Iryna
    MODERN STOCHASTICS-THEORY AND APPLICATIONS, 2020, 7 (04): : 449 - 467
  • [28] Stochastic Averaging Principle for Mixed Stochastic Differential Equations
    Jing Yuanyuan
    Peng Yarong
    Li Zhi
    JOURNAL OF PARTIAL DIFFERENTIAL EQUATIONS, 2022, 35 (03): : 223 - 239
  • [29] Averaging principle for two-time-scale stochastic differential equations with correlated noise
    Jiang, Tao
    Liu, Yancai
    OPEN MATHEMATICS, 2022, 20 (01): : 1656 - 1664
  • [30] Synchronization and Averaging Principle Of Stationary Solutions For Stochastic Differential Equations
    Zhen Li
    Jicheng Liu
    Potential Analysis, 2021, 55 : 339 - 368