Heuristic computational design of morlet wavelet neural network for solving the higher order singular nonlinear differential equations

• Main Authors: Zulqurnain Sabir, Kashif Nisar, Muhammad Asif Zahoor Raja, Ag. Asri Bin Ag. Ibrahim, Joel J.P.C. Rodrigues, K.S. Al-Basyouni, S.R. Mahmoud, Danda B. Rawat
• Format: Article
• Language: English; English
• Published: Elsevier B.V. 2021
• Subjects: QA Mathematics; TA Engineering (General). Civil engineering (General)
• Online Access: https://eprints.ums.edu.my/id/eprint/29966/1/Heuristic%20computational%20design%20of%20morlet%20wavelet%20neural%20network%20for%20solving%20the%20higher%20order%20singular%20nonlinear%20differential%20equations-Abstract.pdf; https://eprints.ums.edu.my/id/eprint/29966/2/Heuristic%20computational%20Design%20of%20Morlet%20wavelet%20neural%20network%20for%20solving%20the%20higher%20order%20singular%20nonlinear%20differential%20equations.pdf; https://eprints.ums.edu.my/id/eprint/29966/; https://www.sciencedirect.com/science/article/pii/S111001682100243X; https://doi.org/10.1016/j.aej.2021.04.001

The aim of this study is to present the numerical solutions of the higher order singular nonlinear differential equations using an advanced intelligent computational approach by manipulating the Morlet wavelet (MW) neural networks (NNs), global approach as genetic algorithm (GA) and quick local sear...