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Experimental Test of Harmony Search Algorithm with Thousands of Dimensions

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dc.contributor.author Vilca Apaza F. es_PE
dc.contributor.author Chire Saire J.E. es_PE
dc.date.accessioned 2024-05-30T23:13:38Z
dc.date.available 2024-05-30T23:13:38Z
dc.date.issued 2018
dc.description.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.
dc.description.sponsorship Fondo Nacional de Desarrollo Científico y Tecnológico - Fondecyt
dc.identifier.doi https://doi.org/10.1109/SHIRCON.2018.8593019
dc.identifier.isbn urn:isbn:9781538683743
dc.identifier.scopus 2-s2.0-85061489174
dc.identifier.uri https://hdl.handle.net/20.500.12390/613
dc.language.iso eng
dc.publisher Institute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018
dc.rights info:eu-repo/semantics/openAccess
dc.subject Real problems
dc.subject Learning algorithms es_PE
dc.subject Benchmark functions es_PE
dc.subject Experimental test es_PE
dc.subject Harmony search es_PE
dc.subject Harmony search algorithms es_PE
dc.subject High dimensionality es_PE
dc.subject Metaheuristic es_PE
dc.subject Mimetic algorithms es_PE
dc.subject Evolutionary algorithms es_PE
dc.subject.ocde https://purl.org/pe-repo/ocde/ford#6.04.07
dc.title Experimental Test of Harmony Search Algorithm with Thousands of Dimensions
dc.type info:eu-repo/semantics/conferenceObject
dspace.entity.type Publication
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