no code implementations • 26 Feb 2024 • Raphael Patrick Prager, Heike Trautmann
We provide a comprehensive juxtaposition of the results based on these different techniques.
no code implementations • 5 Dec 2023 • Raphael Patrick Prager
This is done by delegating the selection of a suitable algorithm for a given problem to a complex computer model.
1 code implementation • 30 Jul 2022 • Lennart Schneider, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, Pascal Kerschke
We identify a subset of BBOB problems that are close to the HPO problems in ELA feature space and show that optimizer performance is comparably similar on these two sets of benchmark problems.
no code implementations • 12 Apr 2022 • Moritz Vinzent Seiler, Raphael Patrick Prager, Pascal Kerschke, Heike Trautmann
The quality of our approaches is on par with methods relying on the traditional landscape features.