Systems, Automation and Control

M. Z. E.-A. Skhiri and M. Chtourou

Generalization Improvement of Wavelet Neural Networks Using Regularization Techniques

M. Z. E.-A. Skhiri and M. Chtourou: Control and Energy Management Laboratory (CEMLab), National School of Engineering of Sfax, University of Sfax, Sfax, Tunisia., email: [e-mail], email: [e-mail]

Abstract: Similar to neural networks, the generalization of wavelet neural networks is also considered to be a serious issue since a given network may be able to assure good approximation accuracy, but could not perform well on unseen data. To improve generalization, several techniques have been ...