Towards Dynamic Algorithm Selection for Numerical Black-Box
Optimization: Investigating BBOB as a Use Case

Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case

11 June 2020

Diederick Vermetten

Thomas Bäck

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Papers citing "Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case"

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Title
Greedy Restart Schedules: A Baseline for Dynamic Algorithm Selection on Numerical Black-box Optimization Problems Lennart Schäpermeier 101 0 0 15 Apr 2025
Switching between Numerical Black-box Optimization Algorithms with Warm-starting Policies D. Schroder Diederick Vermetten Hongya Wang Carola Doerr Thomas Bäck 64 1 0 13 Apr 2022
Trajectory-based Algorithm Selection with Warm-starting Anja Jankovic Diederick Vermetten Ana Kostovska Jacob De Nobel T. Eftimov Carola Doerr 92 10 0 13 Apr 2022
Explainable Landscape-Aware Optimization Performance Prediction R. Trajanov Stefan Dimeski Martin Popovski Peter Korošec T. Eftimov 71 16 0 22 Oct 2021
Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection Furong Ye Carola Doerr Thomas Bäck 51 7 0 12 Feb 2021