Design of Morlet Wavelet Neural Networks for Solving the Nonlinear Van der Pol–Mathieu–Duffing Oscillator Model

Design of Morlet Wavelet Neural Networks for Solving the Nonlinear Van der Pol–Mathieu–Duffing Oscillator Model

The motivation behind this study is to simplify the complex mathematical formulations and reduce the time-consuming processes involved in traditional numerical methods for solving differential equations. This study develops a computational intelligence approach with a Morlet wavelet neural network (...

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Bibliographic Details
Main Authors: Ali Hasan Ali, Muhammad Amir, Jamshaid Ul Rahman, Ali Raza, Ghassan Ezzulddin Arif
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Computers
Subjects:
Morlet wavelet neural network
genetic algorithm
interior-point algorithm
statistical analysis
Van der Pol–Mathieu–Duffing oscillator model
excitation function
Online Access:https://www.mdpi.com/2073-431X/14/1/14
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