吕朝霞, 胡维礼. 小波网络在控制系统中的应用[J]. 信息与控制, 2000, 29(6): 532-540.
引用本文: 吕朝霞, 胡维礼. 小波网络在控制系统中的应用[J]. 信息与控制, 2000, 29(6): 532-540.
LÜ Zhao-xia, HU Wei-li. APPLICATION OF WAVELET NETWORKS ON CONTROL SYSTEM[J]. INFORMATION AND CONTROL, 2000, 29(6): 532-540.
Citation: LÜ Zhao-xia, HU Wei-li. APPLICATION OF WAVELET NETWORKS ON CONTROL SYSTEM[J]. INFORMATION AND CONTROL, 2000, 29(6): 532-540.

小波网络在控制系统中的应用

APPLICATION OF WAVELET NETWORKS ON CONTROL SYSTEM

  • 摘要: 小波分析是80年代中期发展起来的一门新兴的数学理论和方法,小波网络是在小波分析研究获得突破的基础上提出的一种前馈型网络.本文对小波网络的结构形式、学习算法以及在控制方面的主要应用进行了综述,并将小波网络与常规的前馈神经网络作了比较,最后对小波网络在控制系统中的应用提出了几点展望.

     

    Abstract: Wavelet analysis is a novel mathematical theory and method developed in 1980s. Wavelet network is a kind of feedforward network based on the breakthrough of wavelet analysis research. In this paper, the structure and the training algorithm of wavelet network, and the main application on control systems are overviewed. Wavelet network is compared with the general feedforward neural network. Finally, the prospect of control system using wavelet network is proposed.

     

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