Strong and weak convergence rates for slow–fast stochastic differential equations driven by α-stable process

IF 1.5 2区 数学 Q2 STATISTICS & PROBABILITY Bernoulli Pub Date : 2022-02-01 DOI:10.3150/21-bej1345
Xiaobin Sun, Longjie Xie, Yingchao Xie
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引用次数: 20

Abstract

Multiscale models involving “slow” and “fast” components appear naturally in various fields, such as nonlinear oscillations, chemical kinetics, biology, climate dynamics, etc, see, e.g., [3,12,22,33] and the references therein. The averaging principle of multiscale models describes the asymptotic behavior of the slow components as the scale parameter → 0. In [23], Khasminskii considered a class of multiscale stochastic differential equations (SDEs for short) driven by Wiener noise, i.e.,  dX t = A(X t , Y t )dt+ dWt, X 0 = x ∈ R, dY t = 1 B(X t , Y t )dt+ 1 √ dWt, Y 0 = y ∈ R,
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α-稳定过程驱动慢速随机微分方程的强收敛率和弱收敛率
涉及“慢”和“快”成分的多尺度模型自然出现在各个领域,如非线性振荡、化学动力学、生物学、气候动力学等,见[3,12,22,33]及其参考文献。多尺度模型的平均原理将慢分量的渐近行为描述为尺度参数→ 在[23]中,Khasminski考虑了一类由Wiener噪声驱动的多尺度随机微分方程(简称SDE),即。, dX t=A(X t,Y t)dt+dWt,X 0=X∈R,dY t=1 B(X t、Y t)dt+1√dWt、Y 0=Y∈R,
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来源期刊
Bernoulli
Bernoulli 数学-统计学与概率论
CiteScore
3.40
自引率
0.00%
发文量
116
审稿时长
6-12 weeks
期刊介绍: BERNOULLI is the journal of the Bernoulli Society for Mathematical Statistics and Probability, issued four times per year. The journal provides a comprehensive account of important developments in the fields of statistics and probability, offering an international forum for both theoretical and applied work. BERNOULLI will publish: Papers containing original and significant research contributions: with background, mathematical derivation and discussion of the results in suitable detail and, where appropriate, with discussion of interesting applications in relation to the methodology proposed. Papers of the following two types will also be considered for publication, provided they are judged to enhance the dissemination of research: Review papers which provide an integrated critical survey of some area of probability and statistics and discuss important recent developments. Scholarly written papers on some historical significant aspect of statistics and probability.
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