Interactive Sonification Monitoring in Evolutionary Optimization

Grond F, Kramer O, Hermann T (2011)
In: The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings. Worall D, Wersényi G (Eds);Budapest, Hungary: OPAKFI.

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Conference Paper | Published | English
Author
Editor
Worall, David ; Wersényi, György
Abstract
This case study introduces interactive sonification to evolutionary 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 computation. Then we line out the background of ES as optimization heuristics, briefly explain the algorithmic procedure of ES and discuss the need to intervene during optimization runs and the current shortcomings in appropriate user feedback. This motivates the development of an auditory closed loop setup that brings the expertise of interactive sonification 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. Finally, we discuss the various implemented modes of interaction and their significance for the optimization through ES.
Publishing Year
Conference
International Conference on Auditory Display (ICAD 2011)
Location
Budapest, Hungary
Conference Date
2011-06-20/2011-06-24
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Grond F, Kramer O, Hermann T. Interactive Sonification Monitoring in Evolutionary Optimization. In: Worall D, Wersényi G, eds. The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings. Budapest, Hungary: OPAKFI; 2011.
Grond, F., Kramer, O., & Hermann, T. (2011). Interactive Sonification Monitoring in Evolutionary Optimization. In D. Worall & G. Wersényi (Eds.), The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings Budapest, Hungary: OPAKFI.
Grond, F., Kramer, O., and Hermann, T. (2011). “Interactive Sonification Monitoring in Evolutionary Optimization” in The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings, ed. D. Worall and G. Wersényi (Budapest, Hungary: OPAKFI).
Grond, F., Kramer, O., & Hermann, T., 2011. Interactive Sonification Monitoring in Evolutionary Optimization. In D. Worall & G. Wersényi, eds. The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings. Budapest, Hungary: OPAKFI.
F. Grond, O. Kramer, and T. Hermann, “Interactive Sonification Monitoring in Evolutionary Optimization”, The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings, D. Worall and G. Wersényi, eds., Budapest, Hungary: OPAKFI, 2011.
Grond, F., Kramer, O., Hermann, T.: Interactive Sonification Monitoring in Evolutionary Optimization. In: Worall, D. and Wersényi, G. (eds.) The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings. OPAKFI, Budapest, Hungary (2011).
Grond, Florian, Kramer, Oliver, and Hermann, Thomas. “Interactive Sonification Monitoring in Evolutionary Optimization”. The 17th Annual Conference on Auditory Display, Budapest, Hungary 20-24 June, 2011, Proceedings. Ed. David Worall and György Wersényi. Budapest, Hungary: OPAKFI, 2011.
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