Towards models of user preferences in interactive musical evolution

  • Authors:
  • Dan Costelloe;Conor Ryan

  • Affiliations:
  • University of Limerick, Limerick, Ireland;University of Limerick, Limerick, Ireland

  • Venue:
  • Proceedings of the 9th annual conference on Genetic and evolutionary computation
  • Year:
  • 2007

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Abstract

We describe the "bottom-up" construction of a system which aims to build models of human musicalpreferences with strong predictive power. We use Grammatical Evolution to construct models from toydatasets which mimic real-world user-generated data. These models will ultimately substitute for the subjective fitness functions that human users employ during Interactive Evolution of melodies.