Approximation of the Numerical Simulation in Conjunction with One Data Assimilation Method by Stochastic Process of Ornstein-Uhlenbeck Type

被引:3
|
作者
Belyaev, K. P. [1 ,2 ]
Kuleshov, A. A. [3 ]
Tuchkova, N. P. [2 ]
机构
[1] Russian Acad Sci, Shirshov Inst Oceanol, Moscow 117218, Russia
[2] Russian Acad Sci, Dorodnicyn Comp Ctr FRC Comp Sci & Control, Moscow 119333, Russia
[3] Russian Acad Sci, Keldysh Inst Appl Math, Moscow 125047, Russia
关键词
data assimilation problem; DA problem; generalized Kalman filter method; Ornstein-Uhlenbeck process; TEMPERATURE; MODEL; SALINITY;
D O I
10.1134/S1995080221080072
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The convergence of the results of modeling with the assimilation of observational data to a random process is considered. The assimilation of observational data is realized by the previously derived author's method. The convergence is considered when time of simulation is increasing unlimited. The conditions of convergence to the Ornstein-Uhlenbeck process are formulated and the corresponding results are proved. The physical interpretation of these conditions are discussed A possible numerical experiment to test and to apply these method is proposed and performed.
引用
收藏
页码:1800 / 1806
页数:7
相关论文
共 50 条
  • [1] Approximation of the Numerical Simulation in Conjunction with One Data Assimilation Method by Stochastic Process of Ornstein–Uhlenbeck Type
    K. P. Belyaev
    A. A. Kuleshov
    N. P. Tuchkova
    Lobachevskii Journal of Mathematics, 2021, 42 : 1800 - 1806
  • [2] Exact numerical simulation of the Ornstein-Uhlenbeck process and its integral
    Physical Review E. Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 1996, 54 (02):
  • [3] Exact numerical simulation of the Ornstein-Uhlenbeck process and its integral
    Gillespie, DT
    PHYSICAL REVIEW E, 1996, 54 (02) : 2084 - 2091
  • [4] Dynamical behavior and numerical simulation of a stochastic eco-epidemiological model with Ornstein-Uhlenbeck process
    Zhang, Xinhong
    Yang, Qing
    Su, Tan
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2023, 123
  • [5] A stochastic turbidostat model with Ornstein-Uhlenbeck process: dynamics analysis and numerical simulations
    Xiaojie Mu
    Daqing Jiang
    Tasawar Hayat
    Ahmed Alsaedi
    Yunhui Liao
    Nonlinear Dynamics, 2022, 107 : 2805 - 2817
  • [7] Perturbation Theory for a Stochastic Process with Ornstein-Uhlenbeck Noise
    Michael Wilkinson
    Journal of Statistical Physics, 2010, 139 : 345 - 353
  • [8] Dynamical Analysis and Numerical Simulation of a Stochastic Influenza Transmission Model with Human Mobility and Ornstein-Uhlenbeck Process
    Su, Tan
    Zhang, Xinhong
    Kao, Yonggui
    Jiang, Daqing
    QUALITATIVE THEORY OF DYNAMICAL SYSTEMS, 2025, 24 (02)
  • [9] A generalized stochastic competitive system with Ornstein-Uhlenbeck process
    Tian, Baodan
    Yang, Liu
    Chen, Xingzhi
    Zhang, Yong
    INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2021, 14 (01)
  • [10] A stochastic turbidostat model with Ornstein-Uhlenbeck process: dynamics analysis and numerical simulations
    Mu, Xiaojie
    Jiang, Daqing
    Hayat, Tasawar
    Alsaedi, Ahmed
    Liao, Yunhui
    NONLINEAR DYNAMICS, 2022, 107 (03) : 2805 - 2817