• Computer Science
  • Published 2010

Simple and adaptive particle swarms

@inproceedings{Bratton2010SimpleAA,
  title={Simple and adaptive particle swarms},
  author={Daniel Bratton},
  year={2010}
}
The substantial advances that have been made to both the theoretical and practical aspects of particle swarm optimization over the past 10 years have taken it far beyond its original intent as a biological swarm simulation. This thesis details and explains these advances in the context of what has been achieved to this point, as well as what has yet to be understood or solidified within the research community. Taking into account the state of the modern field, a standardized PSO algorithm… CONTINUE READING

References

Publications referenced by this paper.
SHOWING 1-10 OF 142 REFERENCES

Bare bones particle swarms

  • James Kennedy
  • Mathematics, Computer Science
  • Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706)
  • 2003
VIEW 9 EXCERPTS
HIGHLY INFLUENTIAL

Adaptive Particle Swarm Optimization

VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Global minimum structure searches via particle swarm optimization

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Origin of bursts

VIEW 11 EXCERPTS

Theoretical derivation

  • R. Poli, D. Bratton, T. Blackwell, J. Kennedy
  • analysis and empirical evaluation of a simpler particle swarm optimiser. In IEEE Congress on Evolutionary Computation, pages 1955–1962
  • 2007
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

Particle Swarm Optimization

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Particle Swarm Optimization with Discrete Recombination: An Online Optimizer for Evolvable Hardware

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

The Lvy Particle Swarm

VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

Population Topologies and their Influence in Particle Swarm Performance

  • R. Mendes
  • PhD thesis, Escola de Engenharia, Universidade do Minho
  • 2004
VIEW 8 EXCERPTS
HIGHLY INFLUENTIAL