Publishing Service

Polishing & Checking

Journal of Zhejiang University SCIENCE A

ISSN 1673-565X(Print), 1862-1775(Online), Monthly

Stochastic averaging of quasi partially integrable Hamiltonian systems under fractional Gaussian noise

Abstract: A stochastic averaging method for predicting the response of quasi partially integrable and non-resonant Hamiltonian systems to fractional Gaussian noise (fGn) with the Hurst index 1/2<H<1 is proposed. The averaged stochastic differential equations (SDEs) for the first integrals of the associated Hamiltonian system are derived. The dimension of averaged SDEs is less than that of the original system. The stationary probability density and statistics of the original system are obtained approximately from solving the averaged SDEs numerically. Two systems are worked out to illustrate the proposed stochastic averaging method. It is shown that the results obtained by using the proposed stochastic averaging method and those from digital simulation of original system agree well, and the computational time for the former results is less than that for the latter ones.

Key words: Fractional Brownian motion (fBm); Fractional Gaussian noise (fGn); Quasi partially integrable Hamiltonian system; Stochastic averaging method; Stationary response

Chinese Summary  <23> åˆ†æ•°é˜¶é«˜æ–¯å™ªå£°æ¿€åŠ±ä¸‹æ‹Ÿéƒ¨åˆ†å¯ç§¯å“ˆå¯†é¡¿ç³»ç»Ÿçš„éšæœºå¹³å‡æ³•

目的:æ出预测分数阶高斯噪声激励下拟部分å¯ç§¯éžå…±æŒ¯å“ˆå¯†é¡¿ç³»ç»Ÿçš„稳æ€å“应的方法。
创新点:现有文献中,对于分数阶高斯噪声激励下动æ€ç³»ç»Ÿå“应的研究,多为å•è‡ªç”±åº¦æˆ–二自由度线性系统,而本文的方法针对的是多自由度强éžçº¿æ€§ç³»ç»Ÿï¼Œå¯é¢„测分数阶高斯噪声激励下的多自由度强éžçº¿æ€§ç³»ç»Ÿçš„稳æ€å“应。
方法:1. æ ¹æ®åˆ†æ•°é˜¶å¸ƒæœ—è¿åŠ¨çš„顺å¼ç§¯åˆ†åŽŸç†åŠå…¶éšæœºå¾®åˆ†è§„则,将分数阶高斯噪声激励下的多自由度强éžçº¿æ€§ç³»ç»Ÿæ¨¡åž‹åŒ–为分数阶高斯噪声激励下的拟部分å¯ç§¯å“ˆå¯†é¡¿ç³»ç»Ÿã€‚2. è¿ç”¨éšæœºå¹³å‡åŽŸç†è¿›è¡Œé™ç»´ï¼Œå¾—到维数更低的分数阶éšæœºå¾®åˆ†æ–¹ç¨‹ç»„,由此,原系统å¯è¢«è¿™ç»„方程近似代替。3. è¿ç”¨æ•°å€¼æ–¹æ³•æ±‚解分数阶éšæœºå¾®åˆ†æ–¹ç¨‹ç»„,得到原系统的近似稳æ€å“应。
结论:1. 从平å‡åŽçš„分数阶éšæœºå¾®åˆ†æ–¹ç¨‹ç»„模拟得到的近似稳æ€å“应与原系统方程模拟得到的稳æ€å“应å»åˆåº¦è¾ƒé«˜ï¼Œè¯´æ˜Žäº†æ­¤æ–¹æ³•çš„有效性。2. 模拟平å‡åŽçš„分数阶éšæœºå¾®åˆ†æ–¹ç¨‹ç»„的时间比模拟原系统方程的时间短很多,说明此方法效率高。

关键è¯ç»„:分数布朗è¿åŠ¨ï¼›åˆ†æ•°é«˜æ–¯å™ªå£°ï¼›æ‹Ÿéƒ¨åˆ†å¯ç§¯å“ˆå¯†é¡¿ç³»ç»Ÿï¼›éšæœºå¹³å‡æ³•ï¼›ç¨³æ€å“应


Share this article to: More

Go to Contents

References:

<Show All>

Open peer comments: Debate/Discuss/Question/Opinion

<1>

Please provide your name, email address and a comment





DOI:

10.1631/jzus.A1600541

CLC number:

O32

Download Full Text:

Click Here

Downloaded:

2571

Download summary:

<Click Here> 

Downloaded:

1590

Clicked:

4639

Cited:

0

On-line Access:

2017-09-04

Received:

2016-07-27

Revision Accepted:

2016-11-21

Crosschecked:

2017-08-15

Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou 310027, China
Tel: +86-571-87952276; Fax: +86-571-87952331; E-mail: jzus@zju.edu.cn
Copyright © 2000~ Journal of Zhejiang University-SCIENCE