Interactive Sonification Monitoring in Evolutionary Optimization

Grond, Florian; Kramer, Oliver; Hermann, Thomas

Title:

Interactive Sonification Monitoring in Evolutionary Optimization

dc.contributor.author	Grond, Florian
dc.contributor.author	Kramer, Oliver
dc.contributor.author	Hermann, Thomas
dc.contributor.corporatename	International Community for Auditory Display
dc.contributor.corporatename	Bielefeld University. Center for Cognitive Interaction Technology (CITEC)
dc.contributor.corporatename	Bauhas Universitat. Weimar Institut fur Strukturmechanik
dc.date.accessioned	2014-05-06T16:39:00Z
dc.date.available	2014-05-06T16:39:00Z
dc.date.issued	2011-06
dc.description	Presented at the 17th International Conference on Auditory Display (ICAD2011), 20-23 June, 2011 in Budapest, Hungary.	en_US
dc.description	Presented at the 17th International Conference on Auditory Display (ICAD2011), 20-23 June, 2011 in Budapest, Hungary.
dc.description.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.	en_US
dc.embargo.terms	null	en_US
dc.identifier.citation	Proceedings of the 17th International Conference on Auditory Display (ICAD2011), Budapest, Hungary. 20-23 June, 2011. International Community for Auditory Display, 2011.	en_US
dc.identifier.uri	http://hdl.handle.net/1853/51701
dc.language.iso	en_US	en_US
dc.publisher	Georgia Institute of Technology
dc.publisher.original	International Community for Auditory Display	en_US
dc.publisher.original	International Community for Auditory Display (ICAD)
dc.relation.ispartofseries	International Conference on Auditory Display (ICAD)
dc.subject	Auditory display	en_US
dc.subject	Interactive sonification	en_US
dc.title	Interactive Sonification Monitoring in Evolutionary Optimization	en_US
dc.type	Text
dc.type.genre	Proceedings
dspace.entity.type	Publication
local.contributor.corporatename	Sonification Lab
local.relation.ispartofseries	International Conference on Auditory Display (ICAD)
relation.isOrgUnitOfPublication	2727c3e6-abb7-4df0-877f-9f218987b22a
relation.isSeriesOfPublication	6cb90d00-3311-4767-954d-415c9341a358