Analysis of the publications on the applications of particle swarm optimisation
By Riccardo Poli. 2008
792 citations recorded by the source corpus.
Particle swarm optimisation (PSO) has been enormously successful. Within little more than a decade hundreds of papers have reported successful applications of PSO. In fact, there are so many of them, that it is difficult for PSO practitioners and researchers to have a clear up-to-date vision of what has been done in the area of PSO applications. This brief paper attempts to fill this gap, by categorising a large number of publications dealing with PSO applications stored in the IEEE Xplore database at the time of writing.
Subfields: Artificial Intelligence
View Paper: https://www.semanticscholar.org/paper/a73308d440625a67c80cd2d5c9090008c9be9f80
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Patrick Siarry
- Mohammad Reza Bonyadi
- Z. Michalewicz
- Konstantinos E. Parsopoulos
- Thomas Donald Humphries
- Ilhem Boussaïd
- Ronald D. Haynes
- Julien Lepagnot
Citations in the corpus
- Particle Swarm Methods (2018, background): “In addition, the interested reader can refer to devoted survey papers such as [112], which was probably the first notable attempt to collect and categorize PSO’s applications.”
- A survey on optimization metaheuristics (2013, background): “In 2008, Poli categorized a large number of publications dealing with PSO applications stored in the IEEE Xplore database [207].”
- Joint optimization of well placement and control for nonconventional well types (2014, background): “In general, there is no guarantee that PSO converges to a global or even a local optimum; however, in practice it has proved to be effective for a wide variety of optimization problems (Poli, 2008).”
- Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review (2017, background): “A number of review articles on PSO have been published to date (Banks et al., 2007, 2008; Hu et al., 2004; Parsopoulos and Vrahatis, 2002b; Poli, 2008; Poli, Kennedy, et al., 2007; Song and Gu, 2004).”