A Molecular Interactions-Based Social Learning Particle Swarm Optimization Algorithm

A Molecular Interactions-Based Social Learning Particle Swarm Optimization Algorithm

Social learning particle swarm optimization (SL-PSO) allows individuals to learn from others to improve the scalability with easy parameter settings. However, it still suffers from the poor convergence for those multi-modal problems due to the loss of swarm diversity. To improve both the diversity a...

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Bibliographic Details
Main Authors: Yun Hou, Guo-Sheng Hao, Yong Zhang, Feng Gu, Xia Wang, Ting-Ting Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Convergence
diversity
learning
molecular interactions
particle swarm optimization
Online Access:https://ieeexplore.ieee.org/document/9144559/

Internet

https://ieeexplore.ieee.org/document/9144559/

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