Control of chaotic dynamical systems using support vector machines

Kulkarni, Abhijit ; Jayaraman, V. K. ; Kulkarni, B. D. (2003) Control of chaotic dynamical systems using support vector machines Physics Letters A, 317 (5-6). pp. 429-435. ISSN 0375-9601

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Official URL: http://linkinghub.elsevier.com/retrieve/pii/S03759...

Related URL: http://dx.doi.org/10.1016/j.physleta.2003.09.004

Abstract

This work provides a methodology for the control of complex non-linear systems by compensating for the non-linear part using support vector machines (SVM) and subsequently developing simple linear feedback law for control. The method tested for the benchmark Rossler and Lorenz chaotic oscillators shows excellent performance.

Item Type:Article
Source:Copyright of this article belongs to Elsevier Science.
Keywords:Support Vector Machines; Linear Feedback; Chaotic Oscillators
ID Code:17198
Deposited On:16 Nov 2010 08:14
Last Modified:06 Jun 2011 09:06

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