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Gradient-based elephant herding optimization for cluster analysis

Clustering analysis is essential for obtaining valuable information from a predetermined dataset. However, traditional clustering methods suffer from falling into local optima and an overdependence on the quality of the initial solution. Given these defects, a novel clustering method called gradient...

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Detalles Bibliográficos
Autores principales: Duan, Yuxian, Liu, Changyun, Li, Song, Guo, Xiangke, Yang, Chunlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795968/
https://www.ncbi.nlm.nih.gov/pubmed/35106027
http://dx.doi.org/10.1007/s10489-021-03020-y