Title :
Application of neural networks to nonlinear dynamical systems
Author :
Goodman, Stephen D. ; Liao, Yinan
Author_Institution :
Dept. of Electr., West Virginia Inst. of Technol., USA
Abstract :
We use the multilayer perceptron and the functional link net to implement the nonlinearities. Our simulations show that these neural network controllers have a great advantage over the conventional feedback controller. We also discuss the application of these types of neural network used in time varying systems
Keywords :
intelligent control; multilayer perceptrons; neurocontrollers; nonlinear dynamical systems; time-varying systems; functional link net; multilayer perceptron; neural network controllers; neural networks; nonlinear dynamical systems; time varying systems; Adaptive control; Artificial neural networks; Backpropagation algorithms; Computer languages; Mathematical model; Multi-layer neural network; Neural networks; Nonlinear control systems; Nonlinear dynamical systems; Software packages;
Conference_Titel :
System Theory, 1995., Proceedings of the Twenty-Seventh Southeastern Symposium on
Conference_Location :
Starkville, MS
Print_ISBN :
0-8186-6985-3
DOI :
10.1109/SSST.1995.390572
