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Inferring the fractional nature of Wu Baleanu trajectories by J. Alberto Conejero; Òscar Garibo-i-Orts; Carlos Lizama is a Engineering article available to read on EtoBox.

What is Inferring the fractional nature of Wu Baleanu trajectories about?

Abstract We infer the parameters of fractional discrete Wu Baleanu time series by using machine learning architectures based on recurrent neural networks. Our results shed light on how clearly one can determine that a given trajectory comes from a specific fractional discrete dynamical system by estimating the fractional exponent and the growth parameter $$\mu $$ μ . With this example, we also show how machine learning methods can be incorporated into the study of fractional dynamical systems.

Who reads Inferring the fractional nature of Wu Baleanu trajectories?

Author

J. Alberto Conejero; Òscar Garibo-i-Orts; Carlos Lizama

Publisher

Springer Science and Business Media LLC

Published

2023

Language

EN

Field

Engineering (Physical Sciences)