An optimized wavelet neural networks using cuckoo search algorithm for function approximation and chaotic time series prediction

• Main Authors: Pauline Ong, Pauline Ong, Zainuddin, Zarita
• Format: Article
• Language: English
• Published: Elsevier 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/9148/1/J15860_28b01933e0ffce86e1f06e1f75cc22f8.pdf; http://eprints.uthm.edu.my/9148/; https://doi.org/10.1016/j.dajour.2023.100188

Although the practicability of using wavelet neural networks (WNNs) in nonlinear function approximation has been addressed extensively, selecting the optimal number of hidden nodes and their appropriate initial locations remains a great challenge for WNNs’ initialization. The cuckoo search algorithm...