Adaptive complex network topology with fitness distance correlation framework for particle swarm optimization

2021 ◽  
Author(s):  
Wei Li ◽  
Bo Sun ◽  
Ying Huang ◽  
Soroosh Mahmoodi
Keyword(s):  
Particle Swarm Optimization ◽  
Complex Network ◽  
Network Topology ◽  
Particle Swarm ◽  
Swarm Optimization ◽  
Distance Correlation ◽  
Fitness Distance Correlation

Quantum-behaved discrete multi-objective particle swarm optimization for complex network clustering

2017 ◽  
Vol 63 ◽  
pp. 1-14 ◽  
Author(s):  
Lingling Li ◽  
Licheng Jiao ◽  
Jiaqi Zhao ◽  
Ronghua Shang ◽  
Maoguo Gong
Keyword(s):  
Particle Swarm Optimization ◽  
Complex Network ◽  
Particle Swarm ◽  
Network Clustering ◽  
Swarm Optimization ◽  
Multi Objective

scholarly journals Using Complex Network Visualization and Analysis for Uncovering the Inner Dynamics of PSO Algorithm

MENDEL ◽  
2017 ◽  
Vol 23 (1) ◽  
pp. 87-94
Author(s):  
Michal Pluhacek ◽  
Roman Senkerik ◽  
Adam Viktorin ◽  
Tomas Kadavy ◽  
Ivan Zelinka
Keyword(s):  
Particle Swarm Optimization ◽  
Numerical Analysis ◽  
Complex Network ◽  
Optimization Algorithm ◽  
Particle Swarm Optimization Algorithm ◽  
Particle Swarm ◽  
Pso Algorithm ◽  
Network Visualization ◽  
Swarm Optimization

In this study, we construct a complex network from the inner dynamic of Particle Swarm Optimization algorithm. The subsequent analysis of the network promises to provide useful information for better understanding the dynamic of the swarm that is not acquirable by other means. We present several network visualizations and numerical analysis. We discuss the observations and propose further directions for the research.

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