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
1Topics & keywords
Topics
Keywords
- Particle swarm optimization
- Multi-swarm optimization
- Selection (genetic algorithm)
- Metaheuristic
- Evolutionary computation
- Swarm behaviour
- Computer science
- Mathematical optimization
No related works found for this paper.