Title :
Chaos Algorithm of Multilayer Feedforward Neural Network
Author :
Jia-hai Zhang ; Yao-qun Xu
Author_Institution :
Coll. of Electr. & Autom. Eng., Sanjiang Univ., Nanjing, China
Abstract :
By the use of the properties of ergodicity, a chaos algorithm for multilayer feedforward neural network is proposed with combining logistic mapping and BP algorithm. This algorithm can make BP algorithm to skip the local minimum and can find the global minimum finally.
Keywords :
backpropagation; chaos; feedforward neural nets; stochastic processes; backpropagation algorithm; chaos algorithm; ergodicity; logistic mapping; multilayer feedforward neural network; Chaos; Control theory; Convergence; Educational institutions; Electronic mail; Feedforward neural networks; Logistics; Multi-layer neural network; Neural networks; TV; Chaos; convergence; global optimal; multilayer feedforward neural network;
Conference_Titel :
Control Conference, 2006. CCC 2006. Chinese
Conference_Location :
Harbin
Print_ISBN :
7-81077-802-1
DOI :
10.1109/CHICC.2006.280562
