Choreogenetics: the generation of choreographic variants through genetic mutations and selection
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Generation of Musical Sequences with Genetic Techniques
Computer Music Journal
DANCING, Dance ANd Choreography: an Intelligent Nondeterministic Generator
The Fifth Richard Tapia Celebration of Diversity in Computing Conference: Intellect, Initiatives, Insight, and Innovations
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In this paper, we present an interactive genetic algorithm for the generation of human-computer choreography, using motion capture technology. First, we introduce the four steps of the algorithm to (1) define a movement vocabulary, (2) initialize movement sequences, (3) generate mutants, and (4) select mutant sequences to create a choreography. Then, we show how this approach is implemented in real time to create interaction among dancers. Finally, we run simulations to assess the convergence rate of the algorithm, before generating a simple duet for actual and virtual dancers.