Adaptive control of chaotic systems based on a single layer neural network

作者：Shen Liqun^*; Wang Mao

来源：Physics Letters A, 2007, 368(5): 379-382.

DOI：10.1016/j.physleta.2007.04.097

• chaos control
• adaptive control
• neural network
• henon map
• lorenz system

This Letter presents an adaptive neural network control method for the chaos control problem. Based on a single layer neural network, the dynamic about the unstable fixed period point of the chaotic system can be adaptively identified without detailed information about the chaotic system. And the controlled chaotic system can be stabilized on the unstable fixed period orbit. Simulation results of Henon map and Lorenz system verify the effectiveness of the proposed control method.

• 出版日期2007-8-27
• 单位哈尔滨工业大学