Title :
Chaos algorithm of multilayer feedforward neural network
Author :
Yaoqun, Xu ; Shufu, Wang ; Yanling, Hao ; Feng, Sun
Author_Institution :
Autom. Coll., Harbin Eng. Univ., China
Abstract :
By the use of the properties of ergodicity, a chaos algorithm for a multilayer feedforward neural network is proposed with combined logistic mapping and BP algorithm. This algorithm can make the BP algorithm skip the local minimum and can find the global minimum finally
Keywords :
backpropagation; chaos; convergence; feedforward neural nets; multilayer perceptrons; BP algorithm; chaos algorithm; ergodicity; global minimum; logistic mapping; multilayer feedforward neural network; Chaos; Convergence; Educational institutions; Feedforward neural networks; Logistics; Multi-layer neural network; Neural networks; Silicon compounds;
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.2000.863352
