Lyapunov-Based Controller for a Class of Stochastic Chaotic Systems

This study presents a general control law based on Lyapunov’s direct method for a group of well-known stochastic chaotic systems. Since real chaotic systems have undesired random-like behaviors which have also been deteriorated by environmental noise, chaotic systems are modeled by exciting a determ...

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Veröffentlicht in:Applied Computational Intelligence and Soft Computing 2014-01, Vol.2014 (2014), p.65-73
Hauptverfasser: Shokouhi-Nejad, Hossein, Rikhtehgar Ghiasi, Amir, Pezeshki, Saeed
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Sprache:eng
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Zusammenfassung:This study presents a general control law based on Lyapunov’s direct method for a group of well-known stochastic chaotic systems. Since real chaotic systems have undesired random-like behaviors which have also been deteriorated by environmental noise, chaotic systems are modeled by exciting a deterministic chaotic system with a white noise obtained from derivative of Wiener process which eventually generates an Ito differential equation. Proposed controller not only can asymptotically stabilize these systems in mean-square sense against their undesired intrinsic properties, but also exhibits good transient response. Simulation results highlight effectiveness and feasibility of proposed controller in outperforming stochastic chaotic systems.
ISSN:1687-9724
1687-9732
DOI:10.1155/2014/613463