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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Bibliographic Details
Main Author: Denysiuk, Roman (author)
Other Authors: Costa, Lino (author), Espírito Santo, I. A. C. P. (author)
Format: conferencePaper
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/1822/51608
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/51608