Clustering-based selection for evolutionary many-objective optimization

This paper discusses a selection scheme allowing to employ a clustering technique to guide the search in evolutionary many-objective optimization. The underlying idea to avoid the curse of dimensionality is based on transforming the objective vectors before applying a clustering and the selection of...

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Detalhes bibliográficos
Autor principal: Denysiuk, Roman (author)
Outros Autores: Costa, Lino (author), Espírito Santo, I. A. C. P. (author)
Formato: conferencePaper
Idioma:eng
Publicado em: 2014
Assuntos:
Texto completo:http://hdl.handle.net/1822/51608
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/51608