The optimization to the structure of a continuous wavelet neural network

Xiao Dian Sun*, Xue Mei Ren, Jie Chen, Cai Xia Tao

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

It is shown that the wavelet network structure with hidden layer decided by experience is not the optimization. In this paper we discuss the optimization to the structure of wavelet neural networks, for which the genetic algorithm is used to determine the number of elements in hidden layer while the gradient method of BP algorithm is used to compute weighting, stretching and displacing coefficients of the continuous wavelet neural networks. The effectiveness of the proposed scheme is demonstrated by examples.

源语言英语
页(从-至)158-159
页数2
期刊Xitong Fangzhen Xuebao / Journal of System Simulation
13
SUPPL.
出版状态已出版 - 2001

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