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    Interactive Sonification Monitoring in Evolutionary Optimization

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    INTERACTIVE SONIFICATION MONITORING IN EVOLUTIONARY OPTIMIZATION.pdf (822.8Kb)
    Date
    2011-06
    Author
    Grond, Florian
    Kramer, Oliver
    Hermann, Thomas
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    Abstract
    This case study introduces interactive sonification to evolu- tionary strategies (ES) for global optimization. We briefly describe the specific strengths of sonification as a tool for monitoring, the emerging trend of interactive sonification, and what it can add to the field of evolutionary computa- tion. Then we line out the background of ES as optimiza- tion heuristics, briefly explain the algorithmic procedure of ES and discuss the need to intervene during optimization runs and the current shortcomings in appropriate user feed- back. This motivates the development of an auditory closed loop setup that brings the expertise of interactive sonifica- tion to the field of monitoring ES algorithms. Further, we present considerations for the sound design and the detailed mapping of parameters from the ES to sound properties. Fi- nally, we discuss the various implemented modes of interac- tion and their significance for the optimization through ES.
    URI
    http://hdl.handle.net/1853/51701
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    • International Conference on Auditory Display, 2011 [45]

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