4 Publications
2026 | Journal Article | LibreCat-ID: 67161
Schede, Elias, Moritz Vinzent Seiler, Carolin Mensendiek, Kevin Tierney, and Heike Trautmann. “OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration.” ACM Transactions on Evolutionary Learning and Optimization, 2026. https://doi.org/10.1145/3844954.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
Mensendiek, Carolin, Oliver Ludger Preuß, Jeroen Rook, Francisco Chicano, Darrell Whitley, and Heike Trautmann. “Digging to the Ground Truth: Solving Multi-Objective Gray-Box Optimization Problems through Hyperplane Elimination.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, edited by Leonardo Trujillo and Ting Hu, 134–142. ACM, 2026. https://doi.org/10.1145/3795095.3805136.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
Mensendiek, Carolin, Henrik Zeipel, Oliver Ludger Preuß, Moritz Seiler, Walter Sextro, and Heike Trautmann. “Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories.” In Proceedings of the Genetic and Evolutionary Computation Conference Companion, 641–644. GECCO ’26 Companion. New York, NY, USA: Association for Computing Machinery, 2026. https://doi.org/10.1145/3795101.3805368.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
Preuß, Oliver Ludger, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, and Heike Trautmann. “Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan Filipic, 58–66. ACM, 2025. https://doi.org/10.1145/3712256.3726481.
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4 Publications
2026 | Journal Article | LibreCat-ID: 67161
Schede, Elias, Moritz Vinzent Seiler, Carolin Mensendiek, Kevin Tierney, and Heike Trautmann. “OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration.” ACM Transactions on Evolutionary Learning and Optimization, 2026. https://doi.org/10.1145/3844954.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
Mensendiek, Carolin, Oliver Ludger Preuß, Jeroen Rook, Francisco Chicano, Darrell Whitley, and Heike Trautmann. “Digging to the Ground Truth: Solving Multi-Objective Gray-Box Optimization Problems through Hyperplane Elimination.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, edited by Leonardo Trujillo and Ting Hu, 134–142. ACM, 2026. https://doi.org/10.1145/3795095.3805136.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
Mensendiek, Carolin, Henrik Zeipel, Oliver Ludger Preuß, Moritz Seiler, Walter Sextro, and Heike Trautmann. “Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories.” In Proceedings of the Genetic and Evolutionary Computation Conference Companion, 641–644. GECCO ’26 Companion. New York, NY, USA: Association for Computing Machinery, 2026. https://doi.org/10.1145/3795101.3805368.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
Preuß, Oliver Ludger, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, and Heike Trautmann. “Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan Filipic, 58–66. ACM, 2025. https://doi.org/10.1145/3712256.3726481.
LibreCat
| DOI