Title :
Efficient algorithms for the design of optimal neurocontrollers
Author :
Sastry, M. C Maheshwara ; Bhat, Sandeep G. ; Nagaraj, A. ; Keerthi, S. Sathiya
Author_Institution :
Dept. of Electron. & Commun., S.J. Coll. of Eng., Mysore, India
Abstract :
The paper investigates the use of faster variants of back propagation to speed up Nguyen and Widrow´s method (1990) of designing feedback controllers. The investigation shows that the basic method itself is impractical and so speeding up is not worthwhile
Keywords :
control system synthesis; neurocontrollers; optimal control; back propagation; feedback controllers; optimal neurocontroller design; Algorithm design and analysis; Automatic control; Communication system control; Control systems; Educational institutions; Multi-layer neural network; Neural networks; Neurocontrollers; Nonlinear dynamical systems; Optimal control;
Conference_Titel :
Industrial Automation and Control, 1995 (I A & C'95), IEEE/IAS International Conference on (Cat. No.95TH8005)
Conference_Location :
Hyderabad
Print_ISBN :
0-7803-2081-6
DOI :
10.1109/IACC.1995.465818
