articleNov 27, 2002Closed access

Using selection to improve particle swarm optimization

Natural Selection (United States)

Indexed incrossref

Abstract

This paper describes a evolutionary optimization algorithm that is a hybrid based on the particle swarm algorithm but with the addition of a standard selection mechanism from evolutionary computations. A comparison is performed between the hybrid swarm and the ordinary particle swarm that shows selection to provide an advantage for some (but not all) complex functions.

Citation impact

872
total citations
FWCI
36.65
Percentile
100%
References
14
Citations per year

Authors

1

Topics & keywords

Keywords
  • Particle swarm optimization
  • Multi-swarm optimization
  • Selection (genetic algorithm)
  • Metaheuristic
  • Evolutionary computation
  • Swarm behaviour
  • Computer science
  • Mathematical optimization
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