%0 Journal Article
%T Novel GEP Algorithm and Its Application<br>一种新型的GEP算法及应用研究*
%A CHEN An-sheng
%A CAI Zhi-hua
%A GU Qiong
%A ZHANG Lie-chao
%A <br>陈安升
%A 蔡之华
%A 谷琼
%A 张烈超
%J 计算机应用研究
%D 2007
%I 
%X A new way of construction of expression tree for GEP and a corresponding new decoding method called GPED were presented.Through experimental comparison,GPED can enormously reduce the evolutionary time.And a new algorithm GPEP was further proposed and applied to the problem of predicting load-bearing capacity of composite foundation.The result showes that GPEP outperforms the GA_ANN and GP both in prediction accuracy and evolutionary efficiency.
%K gene expression programming(GEP)
%K genetic programming design
%K decoding
%K prediction<br>基因表达式编程
%K 遗传程序设计
%K 解码
%K 预测
%K 算法
%K 应用
%K 研究
%K Application
%K Algorithm
%K 遗传神经网络
%K 效率
%K 预测精度
%K 结果
%K 承载力预测
%K 碎石桩复合地基
%K 时间
%K 演化
%K 实验对比
%K 解码方法
%K 构造
%K 表达式树
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=EF4AD2E7BFCF0B30E893135FE529E4D6&yid=A732AF04DDA03BB3&vid=B91E8C6D6FE990DB&iid=B31275AF3241DB2D&sid=10F298ED9F164662&eid=8C83C265AD318E34&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=9