Immune Algorithm for Solving the Smooth Economic Dispatch Problem

Autores
Aragon, Victoria Soledad; Esquivel, Susana C.
Año de publicación
2015
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this paper, an algorithm inspired on the T-Cell model of the immune system is presented, it is used to solve Economic Dispatch Problems with smooth objective function. The proposed approach is called IA EDP S, which stands for Immune Algorithm for Economic Dispatch Problem for smooth objective function, and it uses as differentiation process a redistribution power operator. The proposed approach is validated using five problems taken from the specialized literature. Our results are compared with respect to those obtained by several other approaches.
Fil: Aragon, Victoria Soledad. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Esquivel, Susana C.. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Materia
ARTIFICIAL IMMUNE SYSTEMS
ECONOMIC DISPATCH PROBLEM
METAHEURISTICS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/7018
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/7018
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Immune Algorithm for Solving the Smooth Economic Dispatch ProblemAragon, Victoria SoledadEsquivel, Susana C.ARTIFICIAL IMMUNE SYSTEMSECONOMIC DISPATCH PROBLEMMETAHEURISTICShttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1In this paper, an algorithm inspired on the T-Cell model of the immune system is presented, it is used to solve Economic Dispatch Problems with smooth objective function. The proposed approach is called IA EDP S, which stands for Immune Algorithm for Economic Dispatch Problem for smooth objective function, and it uses as differentiation process a redistribution power operator. The proposed approach is validated using five problems taken from the specialized literature. Our results are compared with respect to those obtained by several other approaches.Fil: Aragon, Victoria Soledad. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; ArgentinaFil: Esquivel, Susana C.. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; ArgentinaUniversidad Nacional de La Plata2015-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/7018Aragon, Victoria Soledad; Esquivel, Susana C.; Immune Algorithm for Solving the Smooth Economic Dispatch Problem; Universidad Nacional de La Plata; Journal of Computer Science & Technology; 15; 2; 11-2015; 137-1421666-6038enginfo:eu-repo/semantics/altIdentifier/url/http://journal.info.unlp.edu.ar/wp-content/uploads/JCST41-Paper-14.pdfinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:10:35Zoai:ri.conicet.gov.ar:11336/7018instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:10:35.893CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Immune Algorithm for Solving the Smooth Economic Dispatch Problem
title Immune Algorithm for Solving the Smooth Economic Dispatch Problem
spellingShingle Immune Algorithm for Solving the Smooth Economic Dispatch Problem
Aragon, Victoria Soledad
ARTIFICIAL IMMUNE SYSTEMS
ECONOMIC DISPATCH PROBLEM
METAHEURISTICS
title_short Immune Algorithm for Solving the Smooth Economic Dispatch Problem
title_full Immune Algorithm for Solving the Smooth Economic Dispatch Problem
title_fullStr Immune Algorithm for Solving the Smooth Economic Dispatch Problem
title_full_unstemmed Immune Algorithm for Solving the Smooth Economic Dispatch Problem
title_sort Immune Algorithm for Solving the Smooth Economic Dispatch Problem
dc.creator.none.fl_str_mv Aragon, Victoria Soledad
Esquivel, Susana C.
author Aragon, Victoria Soledad
author_facet Aragon, Victoria Soledad
Esquivel, Susana C.
author_role author
author2 Esquivel, Susana C.
author2_role author
dc.subject.none.fl_str_mv ARTIFICIAL IMMUNE SYSTEMS
ECONOMIC DISPATCH PROBLEM
METAHEURISTICS
topic ARTIFICIAL IMMUNE SYSTEMS
ECONOMIC DISPATCH PROBLEM
METAHEURISTICS
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv In this paper, an algorithm inspired on the T-Cell model of the immune system is presented, it is used to solve Economic Dispatch Problems with smooth objective function. The proposed approach is called IA EDP S, which stands for Immune Algorithm for Economic Dispatch Problem for smooth objective function, and it uses as differentiation process a redistribution power operator. The proposed approach is validated using five problems taken from the specialized literature. Our results are compared with respect to those obtained by several other approaches.
Fil: Aragon, Victoria Soledad. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Esquivel, Susana C.. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
description In this paper, an algorithm inspired on the T-Cell model of the immune system is presented, it is used to solve Economic Dispatch Problems with smooth objective function. The proposed approach is called IA EDP S, which stands for Immune Algorithm for Economic Dispatch Problem for smooth objective function, and it uses as differentiation process a redistribution power operator. The proposed approach is validated using five problems taken from the specialized literature. Our results are compared with respect to those obtained by several other approaches.
publishDate 2015
dc.date.none.fl_str_mv 2015-11
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/7018
Aragon, Victoria Soledad; Esquivel, Susana C.; Immune Algorithm for Solving the Smooth Economic Dispatch Problem; Universidad Nacional de La Plata; Journal of Computer Science & Technology; 15; 2; 11-2015; 137-142
1666-6038
url http://hdl.handle.net/11336/7018
identifier_str_mv Aragon, Victoria Soledad; Esquivel, Susana C.; Immune Algorithm for Solving the Smooth Economic Dispatch Problem; Universidad Nacional de La Plata; Journal of Computer Science & Technology; 15; 2; 11-2015; 137-142
1666-6038
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://journal.info.unlp.edu.ar/wp-content/uploads/JCST41-Paper-14.pdf
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional de La Plata
publisher.none.fl_str_mv Universidad Nacional de La Plata
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1844613996860145664
score 13.070432

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