The irace package: Iterated racing for automatic algorithm configuration

Modern optimization algorithms typically require the setting of a large number of parameters to optimize their performance. The immediate goal of automatic algorithm configuration is to find, automatically, the best parameter settings of an optimizer. Ultimately, automatic algorithm configuration ha...

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Bibliographic Details
Published in:Operations Research Perspectives 2016, Vol.3 (C), p.43-58
Main Authors: López-Ibáñez, Manuel, Dubois-Lacoste, Jérémie, Pérez Cáceres, Leslie, Birattari, Mauro, Stützle, Thomas G
Format: Article
Language:English
Subjects:
Automatic algorithm configuration
Parameter tuning
Racing
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