Markov-based genetic algorithm with ϵ-greedy exploration for Indian classical music composition

作者：

Highlights：

• A new heuristic method for Indian Classical Music composition is proposed.

• Genetic algorithm and Markov chain are combined to produce musical sequences.

• The ϵ-greedy strategy balances exploration and exploitation of search space.

• Result analysis and comparisons verify the effectiveness of the proposed method.

摘要

•A new heuristic method for Indian Classical Music composition is proposed.•Genetic algorithm and Markov chain are combined to produce musical sequences.•The ϵ-greedy strategy balances exploration and exploitation of search space.•Result analysis and comparisons verify the effectiveness of the proposed method.

论文关键词：Music composition,Genetic algorithm,ε-greedy exploration,Markov chain,Indian classical music

论文评审过程：Received 10 May 2022, Revised 1 August 2022, Accepted 12 August 2022, Available online 19 August 2022, Version of Record 27 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118561