Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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Design of Neural Network Controller for Chaotic Nonlinear Systems

혼돈 비선형 시스템을 위한 신경 회로망 제어기의 설계

  • Joo, Jin-Man (Dept. of Electrical Engineering, Yonsei University) ;
  • Oh, Ki-Hoon (Dept. of Electrical Engineering, Yonsei University) ;
  • Park, Kwang-Sung (Dept. of Electrical Engineering, Yonsei University) ;
  • Park, Jin-Bae (Dept. of Electrical Engineering, Yonsei University) ;
  • Choi, Yoon-Ho (Dept. of Electronic Engineering, Kyonggi University)
  • Published : 1996.07.22
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Abstract

In this paper, the direct adaptive control using neural networks is presented for the control of chaotic nonlinear systems. The direct adaptive control method has an advantage that the additional system identification procedure is not necessary. Two direct adaptive control methods are applied to a Duffing's equation and the simulation results show the effectiveness of the controllers.

Keywords