Abstract: A new algorithm of adaptive fuzzy-neuron control is put forward, in which the mathematical model of objectives is not required, and the virtue of fuzzy and neuron control is included. The parameters are adjusted adaptively in the dynamic process. Simulation experiment shows that the algorithm is of good performance and strong robust.