Publication
Interactive Evolutionary Computation in Music
| dc.contributor.author | Marques, Viriato M. | |
| dc.contributor.author | Reis, Cecília | |
| dc.contributor.author | Tenreiro Machado, J. A. | |
| dc.date.accessioned | 2019-04-16T14:27:14Z | |
| dc.date.embargo | 2110 | |
| dc.date.issued | 2010-10 | |
| dc.description.abstract | This paper presents a simple approach for implementing Interactive Evolutionary Computation (IEC) - a paradigm in which humans directly intervene in fitness evaluation - in the field of musical melody generation. Music is an art and, as all kinds of art, it involves creativity. However, creativity is still a human capability. A Genetic Algorithm (GA) based application has been developed and tested. The initial population was generated according to Zipf’s Law. Simple melodies, obtained in a few iterations, can be quickly transformed into complete and interesting songs. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.doi | 10.1109/ICSMC.2010.5642417 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.22/13612 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | Institute of Electrical and Electronics Engineers | pt_PT |
| dc.relation.publisherversion | https://ieeexplore.ieee.org/document/5642417 | pt_PT |
| dc.subject | Interactive evolutionary computation | pt_PT |
| dc.subject | Genetic algorithms | pt_PT |
| dc.subject | Music melody generation | pt_PT |
| dc.title | Interactive Evolutionary Computation in Music | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Istanbul, Turkey | pt_PT |
| oaire.citation.endPage | 3507 | pt_PT |
| oaire.citation.startPage | 3501 | pt_PT |
| oaire.citation.title | SMC 2010 | pt_PT |
| person.familyName | Reis | |
| person.familyName | Tenreiro Machado | |
| person.givenName | Cecília | |
| person.givenName | J. A. | |
| person.identifier.ciencia-id | 7A18-4935-5B29 | |
| person.identifier.orcid | 0000-0001-6131-4677 | |
| person.identifier.orcid | 0000-0003-4274-4879 | |
| person.identifier.rid | M-2173-2013 | |
| person.identifier.scopus-author-id | 55989030100 | |
| rcaap.rights | closedAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
| relation.isAuthorOfPublication | 8128af5d-07d3-4b24-944d-30fde21ae59b | |
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| relation.isAuthorOfPublication.latestForDiscovery | 8128af5d-07d3-4b24-944d-30fde21ae59b |