%0 Journal Article
%T Study and application of support vector machines and particle swarm algorithm in optimization design<br>支持向量机和粒子群算法在结构优化中的应用研究*
%A XIANG Guo-qi
%A HUANG Da-gui
%A YAN Zhi-jian
%A <br>向国齐
%A 黄大贵
%A 严志坚
%J 计算机应用研究
%D 2009
%I 
%X Aiming at addressing the optimization design problems of computationally intensive simulation models with implicit objective performance functions,this paper proposed a framework based on the support vector machine and particle swarm optimization for structure optimization design.Selected appropriate design parameter samples by experimental design theories,obtained the response samples from the experiments or numerical simulations.Used the SVM method to establish the metamodels of the objective performance ...
%K support vector machine(SVM)
%K particle swarm optimization(PSO)
%K optimization design
%K metamodeling<br>支持向量机
%K 粒子群优化算法
%K 优化设计
%K 代理模型
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=D5515E9AFB221B8836818B982517484C&yid=DE12191FBD62783C&vid=96C778EE049EE47D&iid=B31275AF3241DB2D&sid=096CE45B73E115B7&eid=A6257A21BF5DE900&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=1&reference_num=9