Title :
Neural networks adaptive control
Author :
Hu, Jianyuan ; Huang, Xinhan ; Chen, Jinjang
Author_Institution :
Dept. of Automation Control, Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Neural networks have the function of self-learning and are adaptive. Control systems using neural networks provide improved performances than those using conventional methods. Based on the analysis and study of backpropagation neural networks, the authors propose a new method of adaptive control-neural networks adaptive control, and give some simulation results
Keywords :
adaptive control; backpropagation; control system synthesis; neural nets; self-adjusting systems; AI; adaptive control; backpropagation; control system synthesis; neural networks; self-learning; simulation; Adaptive control; Automatic control; Biological neural networks; Control systems; Neural networks; Neurons; Nonlinear control systems; Nonlinear dynamical systems; Optimal control; Pattern recognition;
Conference_Titel :
Industrial Electronics, 1992., Proceedings of the IEEE International Symposium on
Conference_Location :
Xian
Print_ISBN :
0-7803-0042-4
DOI :
10.1109/ISIE.1992.279606
