%0 Journal Article
%T Helmholtz Machine Evolutionary Algorithm Based on Kalman Filter<br>基于Kalman滤波的Helmholtz机进化算法
%A Zhong Wei-cai
%A Liu Jing
%A Liu Fang
%A Jiao Li-cheng
%A <br>钟伟才
%A 刘静
%A 刘芳
%A 焦李成
%J 电子与信息学报
%D 2004
%I 
%X On the basis of information fusion, an Evolutionary Algorithm based on Helrnholtz Machine and Kalman Filter (KFHMEA) is proposed. In KFHMEA, the population is divided into several sub-populations and Helmholtz machine is used to estimate the state of each sub-population. Then the information of these states is fused using a Kalman filter, and the fused information is feed back to the sub-populations. Experimental results demonstrate that KFHMEA outperforms HMEA in the stability and global search ability.
%K Evolutionary computation
%K Estimation of distribution algorithm
%K Kalman filter
%K Information fusion
%K Helmholtz machine<br>进化计算
%K 分布估计算法
%K Kalman滤波
%K 信息融合
%K Helmholtz机
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=989970278D046EDB&yid=D0E58B75BFD8E51C&vid=96C778EE049EE47D&iid=5D311CA918CA9A03&sid=C9D6A9952042973F&eid=C1F642278C6E9D3E&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=1&reference_num=11