%0 Journal Article %A Yoichi Ishikawa and Yuichi Masukake and Yoshihisa Ishida %D 2007 %J International Journal of Electrical and Computer Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 1, 2007 %T Control of Chaotic Dynamical Systems using RBF Networks %U https://publications.waset.org/pdf/5858 %V 1 %X 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. %P 29 - 32