Experimental Test of Harmony Search Algorithm with Thousands of Dimensions

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Harmony Search Algorithm is a mimetic algorithm inspired on the process of musicians to create one harmony. It has been tested in many theoretical and real problems with good results. The objective of this work is to test the evolutionary algorithm with classical n-dimensional benchmark functions (A...

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Detalles Bibliográficos
Autores: Vilca Apaza F., Chire Saire J.E.
Formato: objeto de conferencia
Fecha de Publicación:2018
Institución:Consejo Nacional de Ciencia Tecnología e Innovación
Repositorio:CONCYTEC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.concytec.gob.pe:20.500.12390/613
Enlace del recurso:https://hdl.handle.net/20.500.12390/613
https://doi.org/10.1109/SHIRCON.2018.8593019
Nivel de acceso:acceso abierto
Materia:Real problems
Learning algorithms
Benchmark functions
Experimental test
Harmony search
Harmony search algorithms
High dimensionality
Metaheuristic
Mimetic algorithms
Evolutionary algorithms
https://purl.org/pe-repo/ocde/ford#6.04.07
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spelling Publicationrp01224600rp01014500Vilca Apaza F.Chire Saire J.E.2024-05-30T23:13:38Z2024-05-30T23:13:38Z2018urn:isbn:9781538683743https://hdl.handle.net/20.500.12390/613https://doi.org/10.1109/SHIRCON.2018.85930192-s2.0-85061489174Harmony Search Algorithm is a mimetic algorithm inspired on the process of musicians to create one harmony. It has been tested in many theoretical and real problems with good results. The objective of this work is to test the evolutionary algorithm with classical n-dimensional benchmark functions (Ackley, Schwefel) with a dimensionality of thousands to analyze the behaviour in this context. The results have showed the limitation of this metaheuristic with problems of higher dimensionality.Fondo Nacional de Desarrollo Científico y Tecnológico - FondecytengInstitute of Electrical and Electronics Engineers Inc.Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018info:eu-repo/semantics/openAccessReal problemsLearning algorithms-1Benchmark functions-1Experimental test-1Harmony search-1Harmony search algorithms-1High dimensionality-1Metaheuristic-1Mimetic algorithms-1Evolutionary algorithms-1https://purl.org/pe-repo/ocde/ford#6.04.07-1Experimental Test of Harmony Search Algorithm with Thousands of Dimensionsinfo:eu-repo/semantics/conferenceObjectreponame:CONCYTEC-Institucionalinstname:Consejo Nacional de Ciencia Tecnología e Innovacióninstacron:CONCYTEC20.500.12390/613oai:repositorio.concytec.gob.pe:20.500.12390/6132024-05-30 15:58:14.884http://purl.org/coar/access_right/c_14cbinfo:eu-repo/semantics/closedAccessmetadata only accesshttps://repositorio.concytec.gob.peRepositorio Institucional CONCYTECrepositorio@concytec.gob.pe#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#<Publication xmlns="https://www.openaire.eu/cerif-profile/1.1/" id="0dd634fe-ce77-438d-a7eb-97016057b23d"> <Type xmlns="https://www.openaire.eu/cerif-profile/vocab/COAR_Publication_Types">http://purl.org/coar/resource_type/c_1843</Type> <Language>eng</Language> <Title>Experimental Test of Harmony Search Algorithm with Thousands of Dimensions</Title> <PublishedIn> <Publication> <Title>Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018</Title> </Publication> </PublishedIn> <PublicationDate>2018</PublicationDate> <DOI>https://doi.org/10.1109/SHIRCON.2018.8593019</DOI> <SCP-Number>2-s2.0-85061489174</SCP-Number> <ISBN>urn:isbn:9781538683743</ISBN> <Authors> <Author> <DisplayName>Vilca Apaza F.</DisplayName> <Person id="rp01224" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Chire Saire J.E.</DisplayName> <Person id="rp01014" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> </Authors> <Editors> </Editors> <Publishers> <Publisher> <DisplayName>Institute of Electrical and Electronics Engineers Inc.</DisplayName> <OrgUnit /> </Publisher> </Publishers> <Keyword>Real problems</Keyword> <Keyword>Learning algorithms</Keyword> <Keyword>Benchmark functions</Keyword> <Keyword>Experimental test</Keyword> <Keyword>Harmony search</Keyword> <Keyword>Harmony search algorithms</Keyword> <Keyword>High dimensionality</Keyword> <Keyword>Metaheuristic</Keyword> <Keyword>Mimetic algorithms</Keyword> <Keyword>Evolutionary algorithms</Keyword> <Abstract>Harmony Search Algorithm is a mimetic algorithm inspired on the process of musicians to create one harmony. It has been tested in many theoretical and real problems with good results. The objective of this work is to test the evolutionary algorithm with classical n-dimensional benchmark functions (Ackley, Schwefel) with a dimensionality of thousands to analyze the behaviour in this context. The results have showed the limitation of this metaheuristic with problems of higher dimensionality.</Abstract> <Access xmlns="http://purl.org/coar/access_right" > </Access> </Publication> -1
dc.title.none.fl_str_mv Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
title Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
spellingShingle Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
Vilca Apaza F.
Real problems
Learning algorithms
Benchmark functions
Experimental test
Harmony search
Harmony search algorithms
High dimensionality
Metaheuristic
Mimetic algorithms
Evolutionary algorithms
https://purl.org/pe-repo/ocde/ford#6.04.07
title_short Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
title_full Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
title_fullStr Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
title_full_unstemmed Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
title_sort Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
author Vilca Apaza F.
author_facet Vilca Apaza F.
Chire Saire J.E.
author_role author
author2 Chire Saire J.E.
author2_role author
dc.contributor.author.fl_str_mv Vilca Apaza F.
Chire Saire J.E.
dc.subject.none.fl_str_mv Real problems
topic Real problems
Learning algorithms
Benchmark functions
Experimental test
Harmony search
Harmony search algorithms
High dimensionality
Metaheuristic
Mimetic algorithms
Evolutionary algorithms
https://purl.org/pe-repo/ocde/ford#6.04.07
dc.subject.es_PE.fl_str_mv Learning algorithms
Benchmark functions
Experimental test
Harmony search
Harmony search algorithms
High dimensionality
Metaheuristic
Mimetic algorithms
Evolutionary algorithms
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#6.04.07
description Harmony Search Algorithm is a mimetic algorithm inspired on the process of musicians to create one harmony. It has been tested in many theoretical and real problems with good results. The objective of this work is to test the evolutionary algorithm with classical n-dimensional benchmark functions (Ackley, Schwefel) with a dimensionality of thousands to analyze the behaviour in this context. The results have showed the limitation of this metaheuristic with problems of higher dimensionality.
publishDate 2018
dc.date.accessioned.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.available.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.issued.fl_str_mv 2018
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
dc.identifier.isbn.none.fl_str_mv urn:isbn:9781538683743
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12390/613
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1109/SHIRCON.2018.8593019
dc.identifier.scopus.none.fl_str_mv 2-s2.0-85061489174
identifier_str_mv urn:isbn:9781538683743
2-s2.0-85061489174
url https://hdl.handle.net/20.500.12390/613
https://doi.org/10.1109/SHIRCON.2018.8593019
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers Inc.
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers Inc.
dc.source.none.fl_str_mv reponame:CONCYTEC-Institucional
instname:Consejo Nacional de Ciencia Tecnología e Innovación
instacron:CONCYTEC
instname_str Consejo Nacional de Ciencia Tecnología e Innovación
instacron_str CONCYTEC
institution CONCYTEC
reponame_str CONCYTEC-Institucional
collection CONCYTEC-Institucional
repository.name.fl_str_mv Repositorio Institucional CONCYTEC
repository.mail.fl_str_mv repositorio@concytec.gob.pe
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score 13.023852
Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).

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