Adaptive Wavelet Neural Network Training Algorithm and Its Application
JIANG Xiangkui
MA Chaonan
Abstract：Wavelet neural network is the product combined with wavelet analysis theory and artificial neural network . In order to solve the problem of BP algorithm easily falling into the minimum ,slow convergence .In this paper ,wavelet neu‐ral network is trained to drive while incorporating the amount of BP algorithm ,adaptive wavelet stretching parameters , translation parameters and connection weights ,and extract the signal features in their selected areas as much as possible .Fi‐nally ,an example to the population forecast is made to verify the effectiveness of adaptive wavelet neural network algorithm .
Keywords：wavelet neural networktraining algorithmpopulation projectionsadaptive
Publication Date：2015-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 1557-1560 )