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dc.contributor.authorChang, Chun-yienen_US
dc.contributor.authorChen, Ying-pingen_US
dc.date.accessioned2020-02-02T23:55:34Z-
dc.date.available2020-02-02T23:55:34Z-
dc.date.issued2019-01-01en_US
dc.identifier.isbn978-1-7281-2153-6en_US
dc.identifier.urihttp://hdl.handle.net/11536/153687-
dc.description.abstractThis paper presents a study on fusing creative operations into evolutionary computation for music composition, as an attempt to provide a collaborative creation environment between human and machine and to investigate into the mind process during music creation. A framework based on the paradigm of evolutionary computation is proposed to incorporate key mechanisms observed in the creation process and implemented to work on evolving abstract musical ideas and thoughts. The developed software framework is released as open source. The collaborative creation process, involving the framework, the composer, and the performer, is presented and discussed, and the results of this study also include a composed music work for unaccompanied cello, played by a renowned cellist.en_US
dc.language.isoen_USen_US
dc.subjectmusic compositionen_US
dc.subjectcollaborative creationen_US
dc.subjectcreative operationen_US
dc.subjectgenetic algorithmen_US
dc.subjectevolutionary computationen_US
dc.titleFusing creative operations into evolutionary computation for composition: From a composer's perspectiveen_US
dc.typeProceedings Paperen_US
dc.identifier.journal2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)en_US
dc.citation.spage2113en_US
dc.citation.epage2120en_US
dc.contributor.department資訊工程學系zh_TW
dc.contributor.departmentDepartment of Computer Scienceen_US
dc.identifier.wosnumberWOS:000502087102017en_US
dc.citation.woscount0en_US
Appears in Collections:Conferences Paper