Analyzing the BBOB Results by Means of Benchmarking Concepts

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 is: which algorithm should I use for my real-world problem? Both are connected and neither is easy to answer. We present a th...

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Veröffentlicht in:	Evolutionary computation 2015-01, Vol.23 (1), p.161-185
Hauptverfasser:	Mersmann, O., Preuss, M., Trautmann, H., Bischl, B., Weihs, C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Aggregates Algorithms BBOB test set Benchmarking Benchmarking - methods Computer Simulation consensus ranking Evolutionary algorithms Evolutionary optimization exploratory landscape analysis Models, Theoretical multidimensional scaling Optimization Ranking Raw
Online-Zugang:	Volltext
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