%0 Journal Article
%T Short-term Load Forecasting Approach Based on Support Vector Machine with Dynamic Multi-population Particle Swarm Optimization Algorithm<br>基于动态多种群粒子群支持向量机的短期负荷预测
%A LI Dan
%A GAO Li-qun
%A WANG Ke
%A HUANG Yue
%A <br>李丹
%A 高立群
%A 王珂
%A 黄越
%J 计算机科学
%D 2008
%I 
%X Aiming at the precocious convergence problem of particle swarm optimization algorithm,a dynamic multi-population particle swarm optimization(DMPSO) algorithm is presented.In DMPSO algorithm,the notion of species is used to determine its neighborhood best values and the swarm population is divided into species subpopulations according to their similarity.Each of these species subpopulations is built around a dominating individual called the species seed.At each iteration step,species seeds are identified fro...
%K Particle swarm optimization
%K Dynamic multi-population
%K Species
%K Support vector machine
%K Load forecasting<br>粒子群优化
%K 动态多种群
%K 物种
%K 支持向量机
%K 负荷预测
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=78C5270DEB2139EBCB8DED0B6A30F333&yid=67289AFF6305E306&vid=6209D9E8050195F5&iid=DF92D298D3FF1E6E&sid=76B5E24D6EC46B4B&eid=58F693790F887B3B&journal_id=1002-137X&journal_name=计算机科学&referenced_num=2&reference_num=11