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

Autores
Aragón, Victoria S.; Coello Coello, Carlos; Esquivel, Susana Cecilia
Año de publicación
2009
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
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.
Presentado en el X Workshop Agentes y Sistemas Inteligentes
Red de Universidades con Carreras en Informática (RedUNCI)
Materia
Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/20881
Acceder
id SEDICI_57647680c412734eab272e06088cee94
oai_identifier_str oai:sedici.unlp.edu.ar:10915/20881
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling An immune artificial algorithm for dynamic optimization problems: a case of studyAragón, Victoria S.Coello Coello, CarlosEsquivel, Susana CeciliaCiencias Informáticasimmune artificial algorithmAlgorithmsOptimizationdynamic optimization problemsIn 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.Presentado en el X Workshop Agentes y Sistemas InteligentesRed de Universidades con Carreras en Informática (RedUNCI)2009-10info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf40-49http://sedici.unlp.edu.ar/handle/10915/20881enginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/2.5/ar/Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-17T09:37:47Zoai:sedici.unlp.edu.ar:10915/20881Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-17 09:37:47.293SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv An immune artificial algorithm for dynamic optimization problems: a case of study
title An immune artificial algorithm for dynamic optimization problems: a case of study
spellingShingle An immune artificial algorithm for dynamic optimization problems: a case of study
Aragón, Victoria S.
Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
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 An immune artificial algorithm for dynamic optimization problems: a case of study
dc.creator.none.fl_str_mv Aragón, Victoria S.
Coello Coello, Carlos
Esquivel, Susana Cecilia
author Aragón, Victoria S.
author_facet Aragón, Victoria S.
Coello Coello, Carlos
Esquivel, Susana Cecilia
author_role author
author2 Coello Coello, Carlos
Esquivel, Susana Cecilia
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
topic Ciencias Informáticas
immune artificial algorithm
Algorithms
Optimization
dynamic optimization problems
dc.description.none.fl_txt_mv 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.
Presentado en el X Workshop Agentes y Sistemas Inteligentes
Red de Universidades con Carreras en Informática (RedUNCI)
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.
publishDate 2009
dc.date.none.fl_str_mv 2009-10
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/20881
url http://sedici.unlp.edu.ar/handle/10915/20881
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
dc.format.none.fl_str_mv application/pdf
40-49
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
_version_ 1843532036911923200
score 13.001348

Publicaciones similares