Parameter Estimation for Dynamical Systems Using a Deep Neural Network

The deep neural network (DNN) was applied for estimating a set of unknown parameters of a dynamical system whose measured data are given for a set of discrete time points. We developed a new vectorized algorithm that takes the number of unknowns (state variables) and number of parameters into consid...

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Bibliographic Details
Main Authors: Tamirat Temesgen Dufera, Yadeta Chimdessa Seboka, Carlos Fresneda Portillo
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2022/2014510
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