Design of morlet wavelet neural network for solving a class of singular pantograph nonlinear differential models

• Main Authors: Kashif Nisar, Zulqurnain Sabir, Muhammad Asif Zahoor Raja, Ag. Asri Ag. Ibrahim, Fevzi Erdogan, Muhammad Reazul Haque, Joel J. P. C. Rodrigues, Danda B. Rawat
• Format: Article
• Language: English; English
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Subjects: QA Mathematics; TA Engineering (General). Civil engineering (General)
• Online Access: https://eprints.ums.edu.my/id/eprint/29964/1/Design%20of%20morlet%20wavelet%20neural%20network%20for%20solving%20a%20class%20of%20singular%20pantograph%20nonlinear%20differential%20models-Abstract.pdf; https://eprints.ums.edu.my/id/eprint/29964/2/Design%20of%20Morlet%20Wavelet%20Neural%20Network%20for%20Solving%20a%20Class%20of%20Singular%20Pantograph%20Nonlinear%20Differential%20Models.pdf; https://eprints.ums.edu.my/id/eprint/29964/; https://ieeexplore.ieee.org/document/9402754/authors#authors

The aim of this study is to design a layer structure of feed-forward articial neural networks using the Morlet wavelet activation function for solving a class of pantograph differential Lane-Emden models. The Lane-Emden pantograph differential equation is one of the important kind of singular functi...