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PPSN
2010
Springer

Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis

13 years 1 months ago
Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis
We present methods to answer two 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.
Olaf Mersmann, Mike Preuss, Heike Trautmann
Added 14 Feb 2011
Updated 14 Feb 2011
Type Journal
Year 2010
Where PPSN
Authors Olaf Mersmann, Mike Preuss, Heike Trautmann
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