%0 Journal Article
%T On the Combination of Genetic Algorithms and Neural Networks<br>遗传算法与神经网络的结合
%A Li Minqiang
%A Xu Boyi
%A Kou Jisong
%A <br>李敏强
%A 徐博艺
%A 寇纪淞
%J 系统工程理论与实践
%D 1999
%I 
%X In this paper, we demonstrate the necessity and possibility of combining neural network (NN) with GAs. The notion of using multilayered feed forward NN as the representation method of genetic and the searching technique is introduced. We combine GA and NN for solving short term earthquake forecasting problem, design a novel method of using GAs to train connection weights of NN.The empirical test indicates the capability of the new method in fast learning of NN and escaping local optima.
%K genetic algorithms
%K evolutionary computation
%K neural networks<br>遗传算法
%K 进化计算
%K 神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=01BA20E8BA813E1908F3698710BBFEFEE816345F465FEBA5&cid=962324E222C1AC1D&jid=1D057D9E7CAD6BEE9FA97306E08E48D3&aid=29469506F173079E88F90F5C92B80FAC&yid=B914830F5B1D1078&vid=2A8D03AD8076A2E3&iid=0B39A22176CE99FB&sid=8BD23BD67BF01A5C&eid=CB423C9A71560A74&journal_id=1000-6788&journal_name=系统工程理论与实践&referenced_num=63&reference_num=0