Dr. Jeroen Rook

Machine Learning and Optimisation

Wissenschaftlicher Mitarbeiter

Büro­anschrift:
Fürstenallee 11
33102 Paderborn
Raum:
FU.227

Publikationen

Aktuelle Publikationen

MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler

D. Vermetten, J. Rook, O.L. Preuß, J. de Nobel, C. Doerr, M. López-Ibáñez, H. Trautmann, T. Bäck, 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, Springer, 2025, pp. 242–256.


Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes

O.L. Preuß, C. Mensendiek, J. Rook, J. Bossek, H. Trautmann, in: B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 58–66.


Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances

J. Rook, Q. Renau, H. Trautmann, E. Hart, in: Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025, ACM, 2025, pp. 262–272.


On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems

O.L. Preuß, J. Rook, H. Trautmann, 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, Springer, 2024, pp. 305–321.


Alle Publikationen anzeigen

Lehre


Laufende Lehrveranstaltungen

  • Proseminar: Evolutionary Computation
  • Machine Learning 1 (in English)