Parameter estimation in mixture models using evolutive algorithms

The mixture models are widely used in cases when there are elements that come from different populations, mixed in a superpopulation. There are traditional methods for the estimation of the parameters in mixture models: the Bayesian Method and the Expectation-Maximization (EM) algorithm. For that re...

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Detalles Bibliográficos
Autores principales: Romero-Rios, Natalia, Correa, Juan Carlos
Formato: Artículo (Article) Versión publicada (Published Version)
Idioma:Inglés (English)
Publicado: Universidad Santo Tomás 2016
Materias:
Acceso en línea:http://hdl.handle.net/11634/61030