Ensemble learning application in improvement of particle swarm optimization algorithm
集成学习在粒子群优化算法改进中的应用

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...