Control of Chaotic Dynamical Systems using RBF Networks

نویسندگان

  • Yuichi Masukake
  • Yoshihisa Ishida
چکیده

This paper presents a novel control method based on radial basis function networks (RBFNs) for chaotic dynamical systems. The proposed method first identifies the nonlinear part of the chaotic system off-line and then constructs a model-following controller using only the estimated system parameters. Simulation results show the effectiveness of the proposed control scheme. Keywords—Chaos, nonlinear plant, radial basis function network.

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تاریخ انتشار 2012