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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