Expertise
Engineering & Materials Science
# Hardness
# Multiobjective Optimization
Mathematics
# Benchmark
# Computational Science
# Configuration
# Performance
# Performance Comparison
# Ranking
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Publications
Recent
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
Applications of Evolutionary Computation: 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings, Part I (pp. 305-321). (Lecture Notes in Computer Science; Vol. 14634).
https://doi.org/10.1007/978-3-031-56852-7_20
Seiler, M. V.
, Rook, J., Heins, J., Preuß, O. L., Bossek, J.
, & Trautmann, H. (2023).
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. In
2023 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 361-368). (IEEE Symposium Series on Computational Intelligence; Vol. 2023). IEEE.
https://doi.org/10.1109/SSCI52147.2023.10372008
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. (2022).
Social Influence Analysis (SIA) in Online Social Networks. Paper presented at 4th Multidisciplinary International Symposium, MISDOOM 2022 , Boise, Idaho, United States.
van der Blom, K., Hoos, H., Luo, C.
, & Rook, J. (2022).
Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems.
IEEE Transactions on Evolutionary Computation,
26(6), 1351-1364.
https://doi.org/10.1109/TEVC.2022.3215013
Heins, J.
, Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J.
, & Trautmann, H. (2022).
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, & T. Tušar (Eds.),
Parallel Problem Solving from Nature: PPSN XVII (pp. 192-206). (Lecture Notes in Computer Science; Vol. 13398). Springer.
https://doi.org/10.1007/978-3-031-14714-2_14
Rook, J.
, Trautmann, H., Bossek, J., & Grimme, C. (2022).
On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems. In
GECCO 2022 Companion: Proceedings of the 2022 Genetic and Evolutionary Computation Conference (pp. 356-359). Association for Computing Machinery.
https://doi.org/10.1145/3520304.3528998,
https://doi.org/10.1145/3520304.3528998
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Contact Details
Visiting Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
(building no. 11), room 4126
Hallenweg 19
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
4126
P.O. Box 217
7500 AE Enschede
The Netherlands