A Copmarison of Particle Swarm Optimization and the Genetic Algorithm

@inproceedings{Hassan2005ACO,
  title={A Copmarison of Particle Swarm Optimization and the Genetic Algorithm},
  author={Rania Hassan and Babak Cohanim and Olivier L. de Weck and Gerhard Venter},
  year={2005}
}
Particle Swarm Optimization (PSO) is a relatively recent heuristic search method whose mechanics are inspired by the swarming or collaborative behavior of biological populations. PSO is similar to the Genetic Algorithm (GA) in the sense that these two evolutionary heuristics are population-based search methods. In other words, PSO and the GA move from a set of points (population) to another set of points in a single iteration with likely improvement using a combination of deterministic and… CONTINUE READING
Highly Influential
This paper has highly influenced 16 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 391 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 234 extracted citations

391 Citations

0204060'09'12'15'18
Citations per Year
Semantic Scholar estimates that this publication has 391 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-9 of 9 references

Variable Population-Based Sampling for Probabilistic Design Optimization with a Genetic Algorithm,

  • R. Hassan, W. Crossley
  • AIAA-2004-0452, 42nd Aerospace Sciences Meeting,
  • 2004

Multiobjective Optimization of Communication Satellites with a Two-Branch Tournament Genetic Algorithm,

  • R. Hassan, W. Crossley
  • Journal of Spacecraft & Rockets,
  • 2003

Particle Swarm Optimization,

  • G. Venter, J. Sobieski
  • AIAA 2002-1235,
  • 2002

Empirically-Derived Population Size and Mutation Rate Guidelines for a Genetic Algorithm with Uniform Crossover,

  • E. A. Williams, W. A. Crossley
  • Soft Computing in Engineering Design and…
  • 1998

Shapes of Cross-Correlation Interferometers,

  • E. Keto
  • APJ, Vol. 475,
  • 1997

Novel Principle for Optimization of the Instantaneous Fourier Plane Coverage of Correlation Arrays,

  • T. Cornwell
  • IEEE Transactions on Antennas and Propagation, AP…
  • 1988

Applied Statistics for Engineers, 2 ed

  • D. Harnett
  • Web site http://mdob.larc.nasa.gov/mdo.test…
  • 1969

Golinski ’ s Speed Reducer Problem Revisited

  • T. Ray

Particle Swarm Optimization

  • G. Venter, J. Sobieski

Similar Papers

Loading similar papers…