A multi-objective evolutionary approach to automatic melody generation

作者：

Highlights：

• A multi-objective formulation on stability and tension is proposed for melody composition.

• Music composition theories are employed in designing objective functions.

• Music theory-guided genetic operators are developed with great care.

• A multi-objective evolutionary framework is designed for automatic melody composition.

摘要

•A multi-objective formulation on stability and tension is proposed for melody composition.•Music composition theories are employed in designing objective functions.•Music theory-guided genetic operators are developed with great care.•A multi-objective evolutionary framework is designed for automatic melody composition.

论文关键词：Genetic algorithms,Music composition,Multi-objective optimization,Melody generation

论文评审过程：Received 6 April 2017, Revised 4 August 2017, Accepted 5 August 2017, Available online 7 August 2017, Version of Record 10 August 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.08.014