Title :
Neural controller of nonlinear dynamic systems using higher order neural networks
Author :
Lee, Minhung ; Lee, S.Y. ; Park, Cheong Hee
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Taejon, South Korea
Abstract :
Higher order multilayer neural networks are used for identification and control of nonlinear dynamic systems, and their performance is compared with the performance of conventional linear multilayer neural networks. Computer simulation reveals that higher order neural network models are more effective in the control of nonlinear dynamic systems.
Keywords :
identification; neural nets; nonlinear control systems; computer simulation; higher order neural network models; multilayer neural networks; nonlinear dynamic systems control; nonlinear dynamic systems identification;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19920170
