Particle Swarm Optimization with Scale-Free Interactions

@inproceedings{Liu2014ParticleSO,
  title={Particle Swarm Optimization with Scale-Free Interactions},
  author={Chen Chung Liu and Wen-Bo Du and Wen-Xu Wang},
  booktitle={PloS one},
  year={2014}
}
The particle swarm optimization (PSO) algorithm, in which individuals collaborate with their interacted neighbors like bird flocking to search for the optima, has been successfully applied in a wide range of fields pertaining to searching and convergence. Here we employ the scale-free network to represent the inter-individual interactions in the population, named SF-PSO. In contrast to the traditional PSO with fully-connected topology or regular topology, the scale-free topology used in SF-PSO… CONTINUE READING
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