An Analytic Study of the Ornstein-Uhlenbeck Process with Time-Varying Coefficients in the Modeling of Anomalous Diffusions

被引:4
|
作者
Palamarchuk, E. S. [1 ,2 ]
机构
[1] Russian Acad Sci, Cent Inst Econ & Math, Moscow, Russia
[2] Natl Res Univ Higher Sch Econ, Moscow, Russia
关键词
process Ornstein-Uhlenbeck process; anomalous diffusion; Riccati equation; filtering; linear controller; OPTIMALITY; GROWTH;
D O I
10.1134/S000511791802008X
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the problem of modeling anomalous diffusions with the Ornstein-Uhlenbeck process with time-varying coefficients. An anomalous diffusion is defined as a process whose mean-squared displacement non-linearly grows in time which is nonlinearly growing in time. We classify diffusions into types (subdiffusion, normal diffusion, or superdiffusion) depending on the parameters of the underlying process. We solve the problem of finding the coefficients of dynamics equations for the Ornstein-Uhlenbeck process to reproduce a given mean-squared displacement function.
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页码:289 / 299
页数:11
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