Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
Evolutionary Computer Music
Evolutionary music composer integrating formal grammar
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Composing music with neural networks and probabilistic finite-state machines
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Generating and modifying melody using editable noise function
CMMR'05 Proceedings of the Third international conference on Computer Music Modeling and Retrieval
A surrogate-assisted linkage inference approach in genetic algorithms
Proceedings of the 13th annual conference on Genetic and evolutionary computation
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In this paper a music composition system based on genetic algorithms (GAs) will be presented. It can create multi-instrumental, guitar-orientated rock music using objective measures for its fitness functions. The output of this system is a song in the MIDI format. Along with this system, a unique conversion procedure from numerical values to the abc language (and vice versa), which allows the combination of numerical optimization with the rich expressiveness of a music description language, will be shown. The described music composition system will be further compared to other composition systems.