Authors: Mersmann, Olaf
Preuss, Mike
Trautmann, Heike
Title: Benchmarking evolutionary algorithms: Towards exploratory landscape analysis
Language (ISO): en
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.
Subject Headings: Benchmark
Optimization algorithm
Raw data
Issue Date: 2010-05-03T14:21:50Z
Appears in Collections:Sonderforschungsbereich (SFB) 823

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