%0 Journal Article
%T Research on Multilayer Feedforward Neural Networks--Genetic Backpropagation Algorithm&Structure Optimization Strategy<br>多层前向网络的研究——遗传BP算法和结构优化策略
%A Chen Rong
%A Xu Yongmao
%A Lan Hongsen
%A <br>陈荣
%A 徐用懋
%A 兰鸿森
%J 自动化学报
%D 1997
%I 
%X In this paper, when classical genetic algorithms are applied to the region of real number and integrated with BP algorithm, a hybrid GA BP learning algorithm is proposed. Besides, with the aid of genetic algorithms as well as the improvement of network complexity function, a structure optimization strategy which is on the basis of network stripping is proposed. The efficiency of research work mentioned above has been shown by numerical simulations and industrial applications.
%K Artificial neural networks
%K genetic algorithms
%K backpropagation algorithm
%K structure optimization<br>神经网络
%K 遗传算法
%K BP算法
%K 结构优化
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=8F21975117C8664C2FF48672A417423B&yid=5370399DC954B911&vid=EA389574707BDED3&iid=CA4FD0336C81A37A&sid=BE33CC7147FEFCA4&eid=2A3781E88AB1776F&journal_id=0254-4156&journal_name=自动化学报&referenced_num=41&reference_num=0