Title :
Forward-genetic learning and its application to system identification
Author :
Fang Wang ; Yaoru Sun ; Huizhong Wu
Author_Institution :
Dept. of Comput., Nanjing Univ. of Sci. & Technol.
fDate :
10/12/1995 12:00:00 AM
Abstract :
A new effective training algorithm for multilayer feedforward neural networks, called forward-genetic (FG) learning, is presented. When introducing the principles of FG we also demonstrate the application of FG learning to system identification. Results show that FG learning has superior performance, and significantly outperforms the traditional BP learning
Keywords :
feedforward neural nets; genetic algorithms; identification; learning (artificial intelligence); forward-genetic learning; multilayer feedforward neural networks; system identification; training algorithm;
Journal_Title :
Electronics Letters
