Evolutionary multiobjetive optimization in non-stationary environments

This paper proposes an approach, called Multiobjective Algorithm for Dynamic Environments (MADE), which extendes Fonseca and Fleming's MOGA (with an external archive) so that it can deal with dynamic environments. MADE includes two techniques to maintain diversity and also uses specialized func...

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Detalles Bibliográficos
Autores principales: Aragón, Victoria S., Esquivel, Susana Cecilia, Coello Coello, Carlos
Formato: Articulo
Lenguaje:Inglés
Publicado: 2005
Materias:
Ciencias Informáticas
dynamic environments
Optimization
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/9585
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Oct05-4.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-9585
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
dynamic environments
Optimization
spellingShingle Ciencias Informáticas
dynamic environments
Optimization
Aragón, Victoria S.
Esquivel, Susana Cecilia
Coello Coello, Carlos
Evolutionary multiobjetive optimization in non-stationary environments
topic_facet Ciencias Informáticas
dynamic environments
Optimization
description This paper proposes an approach, called Multiobjective Algorithm for Dynamic Environments (MADE), which extendes Fonseca and Fleming's MOGA (with an external archive) so that it can deal with dynamic environments. MADE includes two techniques to maintain diversity and also uses specialized functions that implements the dynamism required. In order to validate MADE, we defined a dynamic version of a static test problem (with 3 objectives) previously proposed in the specialized literature. The preliminary results obtained indicate that the proposed approach provides an acceptable response to the type of changes studied.
format Articulo
Articulo
author Aragón, Victoria S.
Esquivel, Susana Cecilia
Coello Coello, Carlos
author_facet Aragón, Victoria S.
Esquivel, Susana Cecilia
Coello Coello, Carlos
author_sort Aragón, Victoria S.
title Evolutionary multiobjetive optimization in non-stationary environments
title_short Evolutionary multiobjetive optimization in non-stationary environments
title_full Evolutionary multiobjetive optimization in non-stationary environments
title_fullStr Evolutionary multiobjetive optimization in non-stationary environments
title_full_unstemmed Evolutionary multiobjetive optimization in non-stationary environments
title_sort evolutionary multiobjetive optimization in non-stationary environments
publishDate 2005
url http://sedici.unlp.edu.ar/handle/10915/9585
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Oct05-4.pdf
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