Title
Uncovering Communication Density In Pso Using Complex Network
Abstract
In this study, we investigate the communication in particle swarm optimization (PSO) by the means of network visualization. We measure the communication density of PSO optimizing four different benchmark functions. It is presented that the communication density varies over different fitness landscapes and in different phases of the optimizing process. We analyze the results in terms of use for future research.
Year
Venue
Keywords
2017
PROCEEDINGS - 31ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2017
Swarm Intelligence, Particle Swarm Optimization, Complex Network, Swarm communication
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Michal Pluhacek121747.34
Roman Senkerik237574.92
Adam Viktorin32916.76
Tomas Kadavy42020.97