標題: Fusing creative operations into evolutionary computation for composition: From a composer's perspective
作者: Chang, Chun-yien
Chen, Ying-ping
資訊工程學系
Department of Computer Science
關鍵字: music composition;collaborative creation;creative operation;genetic algorithm;evolutionary computation
公開日期: 1-Jan-2019
摘要: This 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.
URI: http://hdl.handle.net/11536/153687
ISBN: 978-1-7281-2153-6
期刊: 2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
起始頁: 2113
結束頁: 2120
Appears in Collections:Conferences Paper