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 |
URI: | http://hdl.handle.net/2003/27132 http://dx.doi.org/10.17877/DE290R-12945 |
Issue Date: | 2010-05-03T14:21:50Z |
Appears in Collections: | Sonderforschungsbereich (SFB) 823 |
Files in This Item:
File | Description | Size | Format | |
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DP_1410_SFB823_Mersmann_Preuss_Trautmann.pdf | DNB | 226.02 kB | Adobe PDF | View/Open |
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