%0 Journal Article
%T Ensemble learning application in improvement of particle swarm optimization algorithm<br>集成学习在粒子群优化算法改进中的应用
%A SHI Yan
%A <br>施彦
%J 计算机应用
%D 2009
%I 
%X Ensemble learning is a methodology that combines multiple individual learners,and can get better results.In this paper,ensemble learning was applied to improve the performance of Particle Swarm Optimization(PSO) algorithm in three aspects: on particle level or dimension level;in the whole iteration process or periodical iteration process;on single population or multiple sub-populations.The experimental results of three typical function optimization problems show that PSO algorithm based on ensemble learning...
%K Particle Swarm Optimization algorithm (PSO)
%K ensemble learning
%K intelligence computation<br>粒子群优化算法
%K 集成学习
%K 智能计算
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=4955829E93883DC9D6EDC53AD3D7A483&yid=DE12191FBD62783C&vid=771469D9D58C34FF&iid=38B194292C032A66&sid=B84F2E0A99FDC89A&eid=971ECAFE8682845B&journal_id=1001-9081&journal_name=计算机应用&referenced_num=0&reference_num=8