Adaptive Control Using Neural Networks and Approximate Models for Nonlinear Dynamic Systems

In this research, a comparative study of two recurrent neural networks, nonlinear autoregressive with exogenous input (NARX) neural network and nonlinear autoregressive moving average (NARMA-L2), and a feedforward neural network (FFNN) is performed for their ability to provide adaptive control of no...

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Bibliographic Details
Main Authors: Khadija El Hamidi, Mostafa Mjahed, Abdeljalil El Kari, Hassan Ayad
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Modelling and Simulation in Engineering
Online Access:http://dx.doi.org/10.1155/2020/8642915