Design of Morlet wavelet neural network for solving the higher order singular nonlinear differential equations
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 +7 more
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The Morlet wavelet neural networks is applied to discretize the higher order singular nonlinear differential equations to express the activation function using the mean square error to check the significance, efficacy and consistency of the designed MWNNs using the GA-IPM.Abstract:
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 search approach as interior-point method (IPM), i.e., GA-IPM. MWNNs is applied to discretize the higher order singular nonlinear differential equations to express the activation function using the mean square error. The performance of the designed MWNNs using the GA-IPM is observed to solve three different variants based on the higher order singular nonlinear differential model to check the significance, efficacy and consistency of the designed MWNNs using the GA-IPM. Furthermore, statistical performances are provided to check the precision, accuracy and convergence of the present approach.read more
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References
More filters
Journal ArticleDOI
Muiltiobjective optimization using nondominated sorting in genetic algorithms
N. Srinivas,Kalyanmoy Deb +1 more
TL;DR: Goldberg's notion of nondominated sorting in GAs along with a niche and speciation method to find multiple Pareto-optimal points simultaneously are investigated and suggested to be extended to higher dimensional and more difficult multiobjective problems.
Journal ArticleDOI
A new algorithm for solving differential equations of Lane-Emden type
TL;DR: A reliable algorithm is employed to investigate the differential equations of Lane-Emden type using the Adomian decomposition method with an alternate framework designed to overcome the difficulty of the singular point.
Journal ArticleDOI
A new perturbative approach to nonlinear problems
TL;DR: In this paper, a perturbative technique for quantum field theory consists of replacing nonlinear terms in the Lagrangian such as φ4 by (φ2)1+δ and then treating δ as a small parameter.
Journal ArticleDOI
Quasilinearization Approach to Nonlinear Problems in Physics with Application to Nonlinear ODEs
V. B. Mandelzweig,Frank Tabakin +1 more
TL;DR: In this paper, the general conditions under which the quadratic, uniform and monotonic convergence in the quasilinearization method of solving nonlinear ordinary differential equations could be proved are formulated and elaborated.
Journal ArticleDOI
Quasilinearization approach to nonlinear problems in physics with application to nonlinear ODEs
V. B. Mandelzweig,Frank Tabakin +1 more
TL;DR: In this paper, the general conditions under which the quadratic, uniform and monotonic convergence in the quasilinearization method of solving nonlinear ordinary differential equations could be proved are formulated and elaborated.