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物理学报  2004 

Direct adaptive fuzzy-neural control of unknown chaotic system
不确定混沌系统的直接自适应模糊神经网络控制

Keywords: fuzzy_neural_networks,adaptive control,chaos,parameter uncertainties
模糊神经网络,
,自适应控制,,混沌,,参数不确定性

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Abstract:

A novel direct adaptive fuzzy neural networks(FNNs)controller for a class of unc ertain nonlinear chaotic system is presented.Takagi-Sugeno fuzzy logic systems a re applied to estimate the unknown function of the chaotic system,then the param eters of adaptive FNNs control law are on-line tuned so that the tracking prob le m is realized,i.e.to force the solutions of the chaotic plant to follow a certai n given trajectory under the condition that all signals involved are uniformly b ounded.Simulation results show the validity of the obtained result.

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