An Elitist Learning Particle Swarm Optimization With Scaling Mutation and Ring Topology

An Elitist Learning Particle Swarm Optimization With Scaling Mutation and Ring Topology

Particle swarm optimization (PSO) is an evolutionary algorithm that is well known for its simplicity and effectiveness. It usually has strong global search capability but has the drawback of being easily trapped by local optima. A scaling mutation strategy and an elitist learning strategy are presen...

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Bibliographic Details
Main Authors: Guangzhi Xu, Xinchao Zhao, Tong Wu, Rui Li, Xingmei Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Particle swarm optimization
elitist learning
local search
ring topology
scaling mutation
swarm intelligence
Online Access:https://ieeexplore.ieee.org/document/8558544/

Internet

https://ieeexplore.ieee.org/document/8558544/

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