Benchmarking evolutionary algorithms: Towards exploratory landscape analysis

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dc.contributor.authorMersmann, Olaf
dc.contributor.authorPreuss, Mike
dc.contributor.authorTrautmann, Heike
dc.date.accessioned2010-05-03T14:21:50Z
dc.date.available2010-05-03T14:21:50Z
dc.date.issued2010-05-03T14:21:50Z
dc.description.abstractWe present methods to answer to basic questions that arise when benchmarking optimization algorithms. The first one is: which algorithm is the ‘best’ one? and the second one: which algorithm should I use for my real world problem? Both are connected and neither is easy to answer. We present methods which can be used to analyse the raw data of a benchmark experiment and derive some insight regarding the answers to these questions. We employ the presented methods to analyse the BBOB’09 benchmark results and present some initial findings.en
dc.identifier.urihttp://hdl.handle.net/2003/27132
dc.identifier.urihttp://dx.doi.org/10.17877/DE290R-12945
dc.language.isoenen
dc.relation.ispartofseriesDiscussion Paper / SFB 823;14/2010
dc.subjectBenchmarken
dc.subjectOptimization algorithmen
dc.subjectRaw dataen
dc.subject.ddc310
dc.subject.ddc330
dc.subject.ddc620
dc.titleBenchmarking evolutionary algorithms: Towards exploratory landscape analysisen
dc.typeTextde
dc.type.publicationtypereportde
dcterms.accessRightsopen access

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