Many-objective optimization using differential evolution with variable-wise mutation restriction

In this paper, we propose an evolutionary algorithm for handling many-objective optimization problems called MyO-DEMR (many-objective differential evolution with mutation restriction). The algorithm uses the concept of Pareto dominance coupled with the inverted generational distance metric to select...

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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: 2013
Assuntos:
Multiobjective optimization
Multiobjective evolutionary algorithms
Performance assessment
Science & Technology
Texto completo:http://hdl.handle.net/1822/51604
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/51604

Texto Completo

http://hdl.handle.net/1822/51604

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