An immune artificial algorithm for dynamic optimization problems: a case of study

In this paper, we present an algorithm inspired on the T-Cell model of the immune system, i.e., an artificial immune system (AIS). The proposed approach (called DTC) is intented to solve dynamic optimiza- tion problems. We realize a first study and we validate our algorithm using dynamic functions t...

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Detalles Bibliográficos
Autores principales: Aragón, Victoria S., Coello Coello, Carlos, Esquivel, Susana Cecilia
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2009
Materias:
Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/20881
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-20881
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
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
spellingShingle Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
Aragón, Victoria S.
Coello Coello, Carlos
Esquivel, Susana Cecilia
An immune artificial algorithm for dynamic optimization problems: a case of study
topic_facet Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
description In this paper, we present an algorithm inspired on the T-Cell model of the immune system, i.e., an artificial immune system (AIS). The proposed approach (called DTC) is intented to solve dynamic optimiza- tion problems. We realize a first study and we validate our algorithm using dynamic functions taken from the specialized literature. Results are promising when we compare them with respect to the results obtained by five AIS representative of the state of the art in this field.
format Objeto de conferencia
Objeto de conferencia
author Aragón, Victoria S.
Coello Coello, Carlos
Esquivel, Susana Cecilia
author_facet Aragón, Victoria S.
Coello Coello, Carlos
Esquivel, Susana Cecilia
author_sort Aragón, Victoria S.
title An immune artificial algorithm for dynamic optimization problems: a case of study
title_short An immune artificial algorithm for dynamic optimization problems: a case of study
title_full An immune artificial algorithm for dynamic optimization problems: a case of study
title_fullStr An immune artificial algorithm for dynamic optimization problems: a case of study
title_full_unstemmed An immune artificial algorithm for dynamic optimization problems: a case of study
title_sort immune artificial algorithm for dynamic optimization problems: a case of study
publishDate 2009
url http://sedici.unlp.edu.ar/handle/10915/20881
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