NDLI: A method for controlling chaos with echo state network

Content Provider	IEEE Xplore Digital Library
Author	Yi-bin Li Yong Song Xue-wen Rong
Copyright Year	2010
Description	Author affiliation: School of Control Science and Engineering, Shandong University, Jinan, China (Yi-bin Li; Yong Song; Xue-wen Rong)
Abstract	Owing to the original Ott-Grebogi-Yorke(OGY) method can only be applied to the discrete dynamical systems or continuous dynamical systems which can be described by Poincare mapping, a novel method for controlling chaos is proposed by resorting to echo state network. The network was trained by the input and output sample which were generated by OGY method. The chaos controller can drive the chaotic attractor embedded in the unstable orbit to the unstable fixed point. The simulation results of Henon mapping verify that neural network controller can drive the chaos system to unstable fixed point in short time. The neural network controller greatly speeds up the stabilization process of controlling chaos system.
Starting Page	60
Ending Page	63
File Size	735085
Page Count	4
File Format	PDF
ISBN	9781424467129
e-ISBN	9781424467129
DOI	10.1109/WCICA.2010.5553854
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-07-07
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Chaos Orbits Artificial neural networks Nonlinear dynamical systems Control systems Educational institutions Henon mapping chaos control echo state network OGY method
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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