Short-term Load Forecasting Approach Based on Support Vector Machine with Dynamic Multi-population Particle Swarm Optimization Algorithm
基于动态多种群粒子群支持向量机的短期负荷预测

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...