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Numerical solution of fractal-fractional Mittag–Leffler differential equations with variable-order using artificial neural networks

Authors :
Fawaz E. Alsaadi
Ricardo Fabricio Escobar-Jiménez
H. M. Romero-Ugalde
C. J. Zúñiga-Aguilar
Guillermo Fernández-Anaya
José Francisco Gómez-Aguilar
Source :
Engineering with Computers. 38:2669-2682
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

In this work, a methodology based on a neural network to solve fractal-fractional differential equations with a nonsingular and nonlocal kernel is proposed, the neural network is optimized by the Levenberg–Marquardt algorithm. For evaluating the neural network, different chaotic oscillators of variable order are solved and compared with algorithms of numeric approximation.

Details

ISSN :
14355663 and 01770667
Volume :
38
Database :
OpenAIRE
Journal :
Engineering with Computers
Accession number :
edsair.doi...........2d863e5aa052c26f59d2eee3851057fa