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物理学报  2003 

Control of chaos solely based on RBF neural network without an analytical model
基于径向基函数神经网络的未知模型混沌系统控制

Keywords: chaos control,RBF neural network,parameter perturbation,measurement noise
混沌控制,
,径向基函数神经网络,,参数摄动,,测量噪声

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Abstract:

An intelligent control method based on RBF neural network is proposed for chaos control- The control objective can be either periodic orbits or continuous variable functions without the need of an analytic model- The method is still effective when there are parameter perturbation and measurement noise- The influence of the RBF model error upon control precision is studied, and related theorem is developed and testified- Simulation results with a Logistic mapping and Henon attractor show the effectiveness and feasibility of this method-

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