Title :
Application of combined neural networks in nonlinear function approximation
Author :
Meng Jinli ; Zhiyi, Sun
Author_Institution :
Dept. of Autom., Taiyuan Heavy Machinery Inst., China
Abstract :
Discusses neural networks in combination with mathematical models used to approximate functions whose forms are unknown. The method can speed up the convergence and improve the generalization ability of neural networks. The validity of the method presented is proved by two practical examples
Keywords :
convergence; function approximation; generalisation (artificial intelligence); neural nets; nonlinear functions; combined neural networks; generalization ability; nonlinear function approximation; Automation; Convergence; Function approximation; Intelligent networks; Machinery; Mathematical model; Neural networks; Sun;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.863348
