articleAIAA JournalAug 1, 2003Closed access

Particle Swarm Optimization

Langley Research Center

Indexed incrossref

Abstract

This paper is to show how the search algorithm known as particle swarm optimization performs. Here, particle swarm optimization is applied to structural design problems, but the method has a much wider range of possible applications. The paper's new contributions are improvements to the particle swarm optimization algorithm and conclusions and recommendations as to the utility of the algorithm. Results of numerical experiments for both continuous and discrete applications are presented in the paper. The results indicate that the particle swarm optimization algorithm does locate the constrained minimum design in continuous applications with very good precision, albeit at a much higher computational…

Citation impact

788
total citations
FWCI
22.97
Percentile
100%
References
13
Citations per year

Authors

2

Topics & keywords

Keywords
  • Particle swarm optimization
  • Particle (ecology)
  • Multi-swarm optimization
  • Metaheuristic
  • Mathematical optimization
  • Physics
  • Mechanics
  • Computer science
UN Sustainable Development Goals
  • Life below water
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