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Symmetry Based Automatic Evolution of Clusters: A New Approach to Data Clustering

We present a multiobjective genetic clustering approach, in which data points are assigned to clusters based on new line symmetry distance. The proposed algorithm is called multiobjective line symmetry based genetic clustering (MOLGC). Two objective functions, first the Davies-Bouldin (DB) index and...

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Detalles Bibliográficos
Autores principales: Vijendra, Singh, Laxman, Sahoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538775/
https://www.ncbi.nlm.nih.gov/pubmed/26339233
http://dx.doi.org/10.1155/2015/796276