UM
Some remarks on the deterministic particle swarm optimization algorithm
Wang, Jinxun; Xu, Qiwen; Li, Qin
2018-03-30
Source PublicationMATHEMATICAL METHODS IN THE APPLIED SCIENCES
ISSN0170-4214
Volume41Issue:5Pages:1870-1875
AbstractIn this paper, we give a simple proof for the convergence of the deterministic particle swarm optimization algorithm under the weak chaotic assumption and remark that the weak chaotic assumption does not relax the stagnation assumption in essence. Under the spectral radius assumption, we propose a convergence criterion for the deterministic particle swarm optimization algorithm in terms of the personal best and neighborhood best position of the particle that incorporates the stagnation assumption or the weak chaotic assumption as a special case.
Keywordconvergence deterministic PSO spectral radius
DOI10.1002/mma.4716
URLView the original
Indexed BySCIE
Language英语
WOS Research AreaMathematics
WOS SubjectMathematics, Applied
WOS IDWOS:000426736400011
PublisherWILEY
The Source to ArticleWOS
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Wang, Jinxun,Xu, Qiwen,Li, Qin. Some remarks on the deterministic particle swarm optimization algorithm[J]. MATHEMATICAL METHODS IN THE APPLIED SCIENCES,2018,41(5):1870-1875.
APA Wang, Jinxun,Xu, Qiwen,&Li, Qin.(2018).Some remarks on the deterministic particle swarm optimization algorithm.MATHEMATICAL METHODS IN THE APPLIED SCIENCES,41(5),1870-1875.
MLA Wang, Jinxun,et al."Some remarks on the deterministic particle swarm optimization algorithm".MATHEMATICAL METHODS IN THE APPLIED SCIENCES 41.5(2018):1870-1875.
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