Jeroen Rook

12 papers A 2Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MO-ELA: Rigorously Expanding Exploratory Landscape Features for Automated Algorithm Selection in Continuous Multi-Objective Optimisation.
CoRR
Oliver Ludger Preuß, Jeroen Rook, Jakob Bossek, Heike Trautmann
2025 — conf
Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches.
GECCO Companion
Jeroen Rook, Manuel López-Ibáñez
2025 A conf
Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.
GECCO
Oliver Ludger Preuß, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, Heike Trautmann
2025 J jnl
Benchmarking that Matters: Rethinking Benchmarking for Practical Impact.
CoRR
Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie
2025 A conf
Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.
FOGA
Jeroen Rook, Quentin Renau, Heike Trautmann, Emma Hart
2025 — conf
MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler.
EMO (1)
Diederick Vermetten, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López-Ibáñez, Heike Trautmann, Thomas Bäck
2024 J jnl
MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler.
CoRR
Diederick Vermetten, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López-Ibáñez, Heike Trautmann, Thomas Bäck
2024 — conf
Multi-objective Ranking using Bootstrap Resampling.
GECCO Companion
Jeroen Rook, Holger H. Hoos, Heike Trautmann
2024 — conf
On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems.
EvoApplications@EvoStar
Oliver Ludger Preuß, Jeroen Rook, Heike Trautmann
2023 — conf
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.
SSCI
Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann
2022 — conf
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems.
PPSN (1)
Jonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann
2022 — conf
On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems.
GECCO Companion
Jeroen Rook, Heike Trautmann, Jakob Bossek, Christian Grimme