Automated Composition System based on GA
Researches on computer application to musical creation are actively performed in artificial intelligence. In this paper, we propose a hybrid method that adopts BP neural network for evaluation of emotions in music and genetic algorithm as an appropriate method for nominating creativity. Compared to other GAs used in this field, emotional element is used and combined with some musical rules as fitness function. The experiment results show that our method can yield music which is pleasant to ordinary listeners.
Minjun Jiang Changle Zhou
Mind, Art and Computation Lab, School of Information Science and Technology, Xiamen University Xiame Fujian Key Lab of the Brain-like Intelligent Systems, Cognitive Science Department, Xiamen Universit
国际会议
The 2010 International Conference on Intelligent Systems and Knowledge Engineering(第五届智能系统与知识工程国际会议)
杭州
英文
380-383
2010-11-15（万方平台首次上网日期，不代表论文的发表时间）