Article
Sum-of-squares clustering on networks
Author/s | Carrizosa Priego, Emilio José
![]() ![]() ![]() ![]() ![]() ![]() ![]() Mladenović, Nenad Todosijević, Raca |
Department | Universidad de Sevilla. Departamento de Estadística e Investigación Operativa |
Publication Date | 2011 |
Deposit Date | 2016-12-09 |
Published in |
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Abstract | Finding p prototypes by minimizing the sum of the squared distances from a
set of points to its closest prototype is a well-studied problem in clustering, data analysis and continuous location. In this note, this very ... Finding p prototypes by minimizing the sum of the squared distances from a set of points to its closest prototype is a well-studied problem in clustering, data analysis and continuous location. In this note, this very same problem is addressed assuming, for the first time, that the space of possible prototype locations is a network. We develop some interesting properties of such clustering problem. We also show that optimal cluster prototypes are not necessary located at vertices of the network. |
Project ID. | AIB2010SE-00318
![]() MTM2009-14039 ![]() FQM-329 ![]() #172010 ![]() |
Citation | Carrizosa Priego, E.J., Mladenović, N. y Todosijević, R. (2011). Sum-of-squares clustering on networks. Yugoslav Journal of Operations Research, 21 (2), 157-161. |
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