Dynamic Multi-Swarm Particle Swarm Optimization Based on Elite Learning

This paper presents a dynamic multi-swarm particle swarm optimization based on an elite learning strategy (DMS-PSO-EL). In DMS-PSO-EL, the whole evolutionary process is divided into a former stage and a later stage. The former and later stages are focus on the exploration and the exploitation, respe...

Full description

Bibliographic Details
Main Authors: Xuewen Xia, Yichao Tang, Bo Wei, Ling Gui
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8936982/