Model-based algorithm configuration with adaptive capping and prior distributions

DOI10.1007/978-3-031-08011-1_6zbMath1502.68269OpenAlexW4285249848MaRDI QIDQ2170183

Senne Berden, Lize Coenen, Nicholas Decleyre, Ignace Bleukx, Tias Guns

Publication date: 30 August 2022

Full work available at URL: https://doi.org/10.1007/978-3-031-08011-1_6

zbMATH Keywords

prior distributionsalgorithm configurationsequential model-based optimizationadaptive capping

Mathematics Subject Classification ID

Combinatorial optimization (90C27) Sequential statistical analysis (62L10) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Uses Software

• Paramils
• irace
• OR-tools
• SMAC

Cites Work

• Capping methods for the automatic configuration of optimization algorithms
• ParamILS: An Automatic Algorithm Configuration Framework

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