A fitness function for computer-generated music using genetic algorithms

This paper describes the use of genetic algorithims for the automatic generation of music, by means of a fitness function computed with the normalized compression distance. Different recombination procedures are tested. The computer music generated tries to recover the style of a selected human auth...

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Detalles Bibliográficos
Autores: Alfonseca Moreno, Manuel, Cebrián Ramos, Manuel, Ortega de la Puente, Alfonso
Tipo de recurso: artículo
Fecha de publicación:2006
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/664728
Acceso en línea:http://hdl.handle.net/10486/664728
Access Level:acceso abierto
Palabra clave:Evolutionary Computation
Coding and Information
Genetic Algorithms
Computer Generated Music
Informática
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spelling A fitness function for computer-generated music using genetic algorithmshttp://www.worldses.org/journals/information/information-march2006.docAlfonseca Moreno, ManuelCebrián Ramos, ManuelOrtega de la Puente, AlfonsoEvolutionary ComputationCoding and InformationGenetic AlgorithmsComputer Generated MusicInformáticaThis paper describes the use of genetic algorithims for the automatic generation of music, by means of a fitness function computed with the normalized compression distance. Different recombination procedures are tested. The computer music generated tries to recover the style of a selected human author. In spite of the simplicity of the algorithm, the procedure obtains interestings resultsThis work has been sponsored by the Spanish Ministry of Science and Technology (MCYT), project number TIC2002-01948.World Scientific and Engineering Academy and SocietyDepartamento de Ingeniería InformáticaEscuela Politécnica SuperiorHerramientas Interactivas Avanzadas (ING EPS-003)20062006-01-01research articlehttp://purl.org/coar/resource_type/c_2df8fbb1VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/664728reponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6647282026-06-23T12:46:27Z
dc.title.none.fl_str_mv A fitness function for computer-generated music using genetic algorithms
http://www.worldses.org/journals/information/information-march2006.doc
title A fitness function for computer-generated music using genetic algorithms
spellingShingle A fitness function for computer-generated music using genetic algorithms
Alfonseca Moreno, Manuel
Evolutionary Computation
Coding and Information
Genetic Algorithms
Computer Generated Music
Informática
title_short A fitness function for computer-generated music using genetic algorithms
title_full A fitness function for computer-generated music using genetic algorithms
title_fullStr A fitness function for computer-generated music using genetic algorithms
title_full_unstemmed A fitness function for computer-generated music using genetic algorithms
title_sort A fitness function for computer-generated music using genetic algorithms
dc.creator.none.fl_str_mv Alfonseca Moreno, Manuel
Cebrián Ramos, Manuel
Ortega de la Puente, Alfonso
author Alfonseca Moreno, Manuel
author_facet Alfonseca Moreno, Manuel
Cebrián Ramos, Manuel
Ortega de la Puente, Alfonso
author_role author
author2 Cebrián Ramos, Manuel
Ortega de la Puente, Alfonso
author2_role author
author
dc.contributor.none.fl_str_mv Departamento de Ingeniería Informática
Escuela Politécnica Superior
Herramientas Interactivas Avanzadas (ING EPS-003)
dc.subject.none.fl_str_mv Evolutionary Computation
Coding and Information
Genetic Algorithms
Computer Generated Music
Informática
topic Evolutionary Computation
Coding and Information
Genetic Algorithms
Computer Generated Music
Informática
description This paper describes the use of genetic algorithims for the automatic generation of music, by means of a fitness function computed with the normalized compression distance. Different recombination procedures are tested. The computer music generated tries to recover the style of a selected human author. In spite of the simplicity of the algorithm, the procedure obtains interestings results
publishDate 2006
dc.date.none.fl_str_mv 2006
2006-01-01
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/664728
url http://hdl.handle.net/10486/664728
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv World Scientific and Engineering Academy and Society
publisher.none.fl_str_mv World Scientific and Engineering Academy and Society
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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