Title :
Chaos reproduction by dynamic neural networks: an inverse optimal control approach
Author :
Sanchez, Edgar N. ; Perez, Jose P. ; Chen, Guanrong
Author_Institution :
CINVESTAV-IPN, Mexico City, Mexico
Abstract :
In this paper, a new approach is developed for reproducing chaos by dynamic neural networks. The approach is based on a recently introduced methodology of inverse optimal control for nonlinear systems. Chen´s chaotic system is used as an example for demonstration. The control law is derived to force a dynamic neural network to reproduce Chen´s chaotic attractor. Computer simulation is shown for the purpose of illustration and verification
Keywords :
chaos generators; neural nets; nonlinear systems; optimal control; stability; Chen chaotic attractor; chaos reproduction; control law; dynamic neural networks; inverse optimal control approach; nonlinear systems; Chaos; Cities and towns; Control systems; Mathematics; Neural networks; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Optimal control; Physics;
Conference_Titel :
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6685-9
DOI :
10.1109/ISCAS.2001.921369
