|Title:||Benchmarking evolutionary algorithms: Towards exploratory landscape analysis|
|Abstract:||We 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.|
|Appears in Collections:||Sonderforschungsbereich (SFB) 823|
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|DP_1410_SFB823_Mersmann_Preuss_Trautmann.pdf||DNB||226.02 kB||Adobe PDF||View/Open|
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