Typical dynamics and fluctuation analysis of slow-fast systems driven by fractional Brownian motion

被引:12
作者
Bourguin, Solesne [1 ]
Gailus, Siragan [1 ]
Spiliopoulos, Konstantinos [1 ]
机构
[1] Boston Univ, Dept Math & Stat, 111 Cummington Mall, Boston, MA 02215 USA
基金
美国国家科学基金会;
关键词
Fractional Brownian motion; multiscale processes; small noise; typical dynamics; homogenization; fluctuations; LARGE DEVIATIONS; DIFFUSION-APPROXIMATION; STOCHASTIC CALCULUS; POISSON EQUATION; INTEGRATION; UNIQUENESS; EXISTENCE;
D O I
10.1142/S0219493721500301
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper studies typical dynamics and fluctuations for a slow-fast dynamical system perturbed by a small fractional Brownian noise. Based on an ergodic theorem with explicit rates of convergence, which may be of independent interest, we characterize the asymptotic dynamics of the slow component to two orders (i.e. the typical dynamics and the fluctuations). The limiting distribution of the fluctuations turns out to depend upon the manner in which the small-noise parameter is taken to zero relative to the scale-separation parameter. We study also an extension of the original model in which the relationship between the two small parameters leads to a qualitative difference in limiting behavior. The results of this paper provide an approximation, to two orders, to dynamical systems perturbed by small fractional Brownian noise and incorporating multiscale effects.
引用
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页数:30
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