On the premature convergence of particle swarm optimization

Rie B. Larsen, Jerome Jouffroy, Benny Lassen

Publikation: Kapitel i bog/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Abstrakt

This paper discusses convergence issues of the basic particle swarm optimization algorithm for different pa- rameters. For the one-dimensional case, it is shown that, for a specific range of parameters, the particles will converge prematurely, i.e. away from the actual minimum of the objective function. We illustrate the proposed results on the tuning of a well-known anti-windup technique in a numerical experiment.
OriginalsprogEngelsk
Titel2016 European Control Conference (ECC)
ForlagIEEE Press
Publikationsdato2016
Sider1922-1927
ISBN (Trykt)978-1-5090-2590-9
ISBN (Elektronisk)978-1-5090-2591-6
DOI
StatusUdgivet - 2016
Begivenhed2016 European Control Conference - Aalborg, Danmark
Varighed: 29. jun. 20161. jul. 2016
Konferencens nummer: 15

Konference

Konference2016 European Control Conference
Nummer15
Land/OmrådeDanmark
ByAalborg
Periode29/06/201601/07/2016

Fingeraftryk

Dyk ned i forskningsemnerne om 'On the premature convergence of particle swarm optimization'. Sammen danner de et unikt fingeraftryk.

Citationsformater