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Testing genetic algorithm, recombination strategies and the normalized compression distance for computer-generated music

dc.contributor.authorAlfonseca, Manuel
dc.contributor.authorCebrián Ramos, Manuel
dc.contributor.authorOrtega de la Puente, Alfonso 
dc.contributor.otherUAM. Departamento de Ingeniería Informáticaes_ES
dc.date.accessioned2015-04-21T17:32:08Z
dc.date.available2015-04-21T17:32:08Z
dc.date.issued2006
dc.identifier.citationProceedings of the WSEAS Conferences: 5th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2006). Ed. Pablo Luis Lopez Espi, Jose M. Giron-Sierra. WSEAS, 2006.en_US
dc.identifier.urihttp://hdl.handle.net/10486/665362
dc.descriptionThis is an electronic version of the paper presented at the WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2006) held in Madrid (Spain) on 2006en_US
dc.description.abstractThis paper analyzes the use of the normalized compression distance as a fitness function for the automatic generation of music by means of genetic algorithms, and tests the effect on performance of several genetic recombination procedures. The minimization of the distance of the generated music to a set of musical guides or targets makes it possible to obtain computer-generated music that reminds the style of a certain human author. In spite of the simplicity of the algorithm, the procedure obtains interesting results. The paper includes some considerations on the use of procedures that improve the performance of heavytailed distribution processes.en_US
dc.description.sponsorshipThis work has been sponsored by the Spanish Ministry of Education and Science (MEC), project number TSI2005-08225-C07-06.en_US
dc.format.extent6 pág.es_ES
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.publisherWorld Scientific and Engineering Academy and Society (WSEAS)en_US
dc.rights© 2006 - All Rights Reserved - WSEAS - World Scientific and Engineering Academy and Societyen_US
dc.subject.otherEvolutionary Computationen_US
dc.subject.otherCoding and Information Theoryen_US
dc.subject.otherGenetic Algorithmsen_US
dc.subject.otherComputer Generated Musicen_US
dc.subject.otherClassificationen_US
dc.subject.otherClusteringen_US
dc.titleTesting genetic algorithm, recombination strategies and the normalized compression distance for computer-generated musicen_US
dc.typeconferenceObjecten
dc.typebookParten
dc.subject.ecienciaInformáticaes_ES
dc.relation.publisherversionhttp://www.wseas.us/e-library/conferences/2006madrid/papers/512-240.pdf
dc.relation.eventdateFebruary 15-17, 2006en_US
dc.relation.eventnumber5
dc.relation.eventplaceMadrid (Spain)en_US
dc.relation.eventtitle5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, AIKED 2006en_US
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dc.contributor.groupHerramientas Interactivas Avanzadas (ING EPS-003)es_ES
dc.rights.accessRightsopenAccessen
dc.authorUAMAlfonseca Moreno, Manuel (258923)
dc.facultadUAMEscuela Politécnica Superior


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