Control of nonlinear dynamical systems using wavelet support vector machines

摘要：

A general control method for chaotic dynamical systems is proposed on the basis of the excellent modeling of wavelet support vector machines(WSVMs), and the WSVM is used as a nonlinear approximator to well compensate for the nonlinear part of chaotic dynamical systems ,and a simple linear state feedback law controller can be designed to drive the resulting system response to a desirable set-point. The method tested for a representative continuous-time chaotic dynamical systems shows excellent performance.

关键词： Nonlinear control wavelet support vector machine chaotic dynamical systems

作者: CUI Wanzhao

作者单位: National Key Laboratory of Space Microwave Technology, Xian Institute of Space Radio Technology,Xian 710100, China

会议类型: 国际会议

会议名称: 第七届国际测试技术研讨会

会议地点: 北京

会议语种:英文

在线出版日期: 2007-08-05（万方平台首次上网日期，不代表论文的发表时间）