A Hybrid Leader Selection Strategy for Many-Objective Particle Swarm Optimization

Many existing Multi-objective Particle Swarm Optimizers (MOPSOs) may encounter difficulties for a set of good approximated solutions when solving problems with more than three objectives. One possible reason is that the diluted selection pressure causes MOPSOs to fail to generate a set of good appro...

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Bibliographic Details
Main Authors: Man-Fai Leung, Carlos Artemio Coello Coello, Chi-Chung Cheung, Sin-Chun Ng, Andrew Kwok-Fai Lui
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9223635/