Jeroen Rook

Machine Learning and Optimisation
jeroen.rook@uni-paderborn.de
ID
102977

6 Publications

Mark all

[6]
2026 | Conference Paper | LibreCat-ID: 66097
Kononova, A. V., van Stein, N., Mersmann, O., Bäck, T., Bartz-Beielstein, T., Glasmachers, T., Hellwig, M., Krey, S., Kudela, J., Naujoks, B., Papenmeier, L., Raponi, E., Renau, Q., Rook, J., Schäpermeier, L., Vermetten, D., & Zaharie, D. (2026). Benchmarking that Matters: Rethinking Benchmarking in Continuous Optimisation for Practical Impact. In P. García-Sánchez, J. D. lvarez, & A. Murphy (Eds.), Applications of Evolutionary Computation - 29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10, 2026, Proceedings, Part II (Vol. 16525, pp. 327–344). Springer. https://doi.org/10.1007/978-3-032-23607-4_20
LibreCat | DOI
 
[5]
2025 | Conference Paper | LibreCat-ID: 61918
Rook, J., Renau, Q., Trautmann, H., & Hart, E. (2025). Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances. Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025, 262–272. https://doi.org/10.1145/3729878.3746615
LibreCat | DOI
 
[4]
2025 | Conference Paper | LibreCat-ID: 60219
Vermetten, D., Rook, J., Preuß, O. L., de Nobel, J., Doerr, C., López-Ibáñez, M., Trautmann, H., & Bäck, T. (2025). MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler. In H. K. Singh, T. Ray, J. D. Knowles, X. Li, J. Branke, B. Wang, & A. Oyama (Eds.), Evolutionary Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I (Vol. 15512, pp. 242–256). Springer. https://doi.org/10.1007/978-981-96-3506-1_17
LibreCat | DOI
 
[3]
2025 | Conference Paper | LibreCat-ID: 60812
Preuß, O. L., Mensendiek, C., Rook, J., Bossek, J., & Trautmann, H. (2025). Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes. In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 (pp. 58–66). ACM. https://doi.org/10.1145/3712256.3726481
LibreCat | DOI
 
[2]
2025 | Conference Paper | LibreCat-ID: 65474
Rook, J., & López-Ibáñez, M. (2025). Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches. In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 (pp. 1617–1642). ACM. https://doi.org/10.1145/3712255.3716537
LibreCat | DOI
 
[1]
2024 | Conference Paper | LibreCat-ID: 60131
Preuß, O. L., Rook, J., & Trautmann, H. (2024). On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In S. L. Smith, J. Correia, & C. Cintrano (Eds.), Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I (Vol. 14634, pp. 305–321). Springer. https://doi.org/10.1007/978-3-031-56852-7_20
LibreCat | DOI
 
Marked Publication(s)

Search

Filter Publications

Display / Sort

Citation Style: APA

Export / Embed

6 Publications

Mark all

[6]
2026 | Conference Paper | LibreCat-ID: 66097
Kononova, A. V., van Stein, N., Mersmann, O., Bäck, T., Bartz-Beielstein, T., Glasmachers, T., Hellwig, M., Krey, S., Kudela, J., Naujoks, B., Papenmeier, L., Raponi, E., Renau, Q., Rook, J., Schäpermeier, L., Vermetten, D., & Zaharie, D. (2026). Benchmarking that Matters: Rethinking Benchmarking in Continuous Optimisation for Practical Impact. In P. García-Sánchez, J. D. lvarez, & A. Murphy (Eds.), Applications of Evolutionary Computation - 29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10, 2026, Proceedings, Part II (Vol. 16525, pp. 327–344). Springer. https://doi.org/10.1007/978-3-032-23607-4_20
LibreCat | DOI
 
[5]
2025 | Conference Paper | LibreCat-ID: 61918
Rook, J., Renau, Q., Trautmann, H., & Hart, E. (2025). Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances. Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025, 262–272. https://doi.org/10.1145/3729878.3746615
LibreCat | DOI
 
[4]
2025 | Conference Paper | LibreCat-ID: 60219
Vermetten, D., Rook, J., Preuß, O. L., de Nobel, J., Doerr, C., López-Ibáñez, M., Trautmann, H., & Bäck, T. (2025). MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler. In H. K. Singh, T. Ray, J. D. Knowles, X. Li, J. Branke, B. Wang, & A. Oyama (Eds.), Evolutionary Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I (Vol. 15512, pp. 242–256). Springer. https://doi.org/10.1007/978-981-96-3506-1_17
LibreCat | DOI
 
[3]
2025 | Conference Paper | LibreCat-ID: 60812
Preuß, O. L., Mensendiek, C., Rook, J., Bossek, J., & Trautmann, H. (2025). Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes. In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 (pp. 58–66). ACM. https://doi.org/10.1145/3712256.3726481
LibreCat | DOI
 
[2]
2025 | Conference Paper | LibreCat-ID: 65474
Rook, J., & López-Ibáñez, M. (2025). Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches. In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 (pp. 1617–1642). ACM. https://doi.org/10.1145/3712255.3716537
LibreCat | DOI
 
[1]
2024 | Conference Paper | LibreCat-ID: 60131
Preuß, O. L., Rook, J., & Trautmann, H. (2024). On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In S. L. Smith, J. Correia, & C. Cintrano (Eds.), Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I (Vol. 14634, pp. 305–321). Springer. https://doi.org/10.1007/978-3-031-56852-7_20
LibreCat | DOI
 
Marked Publication(s)

Search

Filter Publications

Display / Sort

Citation Style: APA

Export / Embed