• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 18 Issue 1
Feb.  2005
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Article Contents
LIU Qi-lie, ZHANG Cui-fang, YI Fan. Controlling Chaotic Motions of Nonlinear System Using B-Spline Neural Network[J]. Journal of Southwest Jiaotong University, 2005, 18(1): 18-21.
Citation: LIU Qi-lie, ZHANG Cui-fang, YI Fan. Controlling Chaotic Motions of Nonlinear System Using B-Spline Neural Network[J]. Journal of Southwest Jiaotong University, 2005, 18(1): 18-21.

Controlling Chaotic Motions of Nonlinear System Using B-Spline Neural Network

  • Publish Date: 25 Feb 2005
  • A B-spline neural network was trained to be a neural network chaotic controller to predict the time sequences of chaotic systems and obtain their perturbation signals for control of chaotic systems. The data around the fixed points of unstable periodic orbits were used as input samples to train the parametric perturbation model. The perturbation signals were embedded in a chaotic attractor on the inputs of parameter perturbation model. Numerical simulation on Henon mapping demonstrates that the proposed model is effective for nonlinear chaotic motion control.

     

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      沈阳化工大学材料科学与工程学院 沈阳 110142

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