Control of chaotic dynamical systems using support vector machines

被引：31

作者：

Kulkarni, A ^{[1
]}

Jayaraman, VK ^{[1
]}

Kulkarni, BD ^{[1
]}

机构：

[1] Natl Chem Lab, Div Chem Engn, Pune, Maharashtra, India

来源：

PHYSICS LETTERS A | 2003年 / 317卷 / 5-6期

关键词：

support vector machines; linear feedback; chaotic oscillators;

D O I：

10.1016/j.physleta.2003.09.004

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

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. (C) 2003 Elsevier B.V. All rights reserved.

引用

页码：429 / 435

页数：7

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