Expertise

  • Computer Science

    • Algorithms
    • Multi-Objective Optimization
    • Multiobjective
    • Optimization Problem
    • Decision Space
    • Objective Space
    • Online Social Networks
    • Multimodality

Organisations

Publications

2024
On the┬áPotential of┬áMulti-objective Automated Algorithm Configuration on┬áMulti-modal Multi-objective Optimisation ProblemsIn Applications of Evolutionary Computation: 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3ÔÇô5, 2024, Proceedings, Part I (pp. 305-321). Preuß, O. L., Rook, J. & Trautmann, H.https://doi.org/10.1007/978-3-031-56852-7_20
2023
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSPIn 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 361-368). IEEE. Seiler, M. V., Rook, J., Heins, J., Preuß, O. L., Bossek, J. & Trautmann, H.https://doi.org/10.1109/SSCI52147.2023.10372008
2022
Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging ProblemsIEEE Transactions on Evolutionary Computation, 26(6), 1351-1364. van der Blom, K., Hoos, H., Luo, C. & Rook, J.https://doi.org/10.1109/TEVC.2022.3215013On the potential of automated algorithm configuration on multi-modal multi-objective optimization problemsIn GECCO 2022 Companion: Proceedings of the 2022 Genetic and Evolutionary Computation Conference (pp. 356-359). Association for Computing Machinery. Rook, J., Trautmann, H., Bossek, J. & Grimme, C.https://doi.org/10.1145/3520304.3528998BBE: Basin-Based Evaluation of┬áMultimodal Multi-objective Optimization ProblemsIn Parallel Problem Solving from Nature: PPSN XVII (pp. 192-206). Springer. Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J. & Trautmann, H.https://doi.org/10.1007/978-3-031-14714-2_14Social Influence Analysis (SIA) in Online Social Networks. Leszkiewicz, A., Bucur, D., Grimme, C., Michalski, R., Clever, L., Pohl, J., Rook, J., Bossek, J., Preuss, M., Squillero, G., Quer, S., Calabrese, A., Iacca, G., Kizgin, D. H. & Trautmann, H.

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 4126
Hallenweg 19
7522 NH Enschede
Netherlands

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