4 Publications
2026 | Journal Article | LibreCat-ID: 67161
@article{Schede_Seiler_Mensendiek_Tierney_Trautmann_2026, title={OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration}, DOI={10.1145/3844954}, number={3844954}, journal={ACM Transactions on Evolutionary Learning and Optimization}, publisher={Association for Computing Machinery (ACM)}, author={Schede, Elias and Seiler, Moritz Vinzent and Mensendiek, Carolin and Tierney, Kevin and Trautmann, Heike}, year={2026} }
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
@inproceedings{Mensendiek_Preuß_Rook_Chicano_Whitley_Trautmann_2026, title={Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination}, DOI={10.1145/3795095.3805136}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026}, publisher={ACM}, author={Mensendiek, Carolin and Preuß, Oliver Ludger and Rook, Jeroen and Chicano, Francisco and Whitley, Darrell and Trautmann, Heike}, editor={Trujillo, Leonardo and Hu, Ting}, year={2026}, pages={134–142} }
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
@inproceedings{Mensendiek_Zeipel_Preuß_Seiler_Sextro_Trautmann_2026, place={New York, NY, USA}, series={GECCO ’26 Companion}, title={Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories}, DOI={10.1145/3795101.3805368}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Mensendiek, Carolin and Zeipel, Henrik and Preuß, Oliver Ludger and Seiler, Moritz and Sextro, Walter and Trautmann, Heike}, year={2026}, pages={641–644}, collection={GECCO ’26 Companion} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
@inproceedings{Preuß_Mensendiek_Rook_Bossek_Trautmann_2025, title={Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes}, DOI={10.1145/3712256.3726481}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Preuß, Oliver Ludger and Mensendiek, Carolin and Rook, Jeroen and Bossek, Jakob and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={58–66} }
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4 Publications
2026 | Journal Article | LibreCat-ID: 67161
@article{Schede_Seiler_Mensendiek_Tierney_Trautmann_2026, title={OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration}, DOI={10.1145/3844954}, number={3844954}, journal={ACM Transactions on Evolutionary Learning and Optimization}, publisher={Association for Computing Machinery (ACM)}, author={Schede, Elias and Seiler, Moritz Vinzent and Mensendiek, Carolin and Tierney, Kevin and Trautmann, Heike}, year={2026} }
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
@inproceedings{Mensendiek_Preuß_Rook_Chicano_Whitley_Trautmann_2026, title={Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination}, DOI={10.1145/3795095.3805136}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026}, publisher={ACM}, author={Mensendiek, Carolin and Preuß, Oliver Ludger and Rook, Jeroen and Chicano, Francisco and Whitley, Darrell and Trautmann, Heike}, editor={Trujillo, Leonardo and Hu, Ting}, year={2026}, pages={134–142} }
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
@inproceedings{Mensendiek_Zeipel_Preuß_Seiler_Sextro_Trautmann_2026, place={New York, NY, USA}, series={GECCO ’26 Companion}, title={Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories}, DOI={10.1145/3795101.3805368}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Mensendiek, Carolin and Zeipel, Henrik and Preuß, Oliver Ludger and Seiler, Moritz and Sextro, Walter and Trautmann, Heike}, year={2026}, pages={641–644}, collection={GECCO ’26 Companion} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
@inproceedings{Preuß_Mensendiek_Rook_Bossek_Trautmann_2025, title={Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes}, DOI={10.1145/3712256.3726481}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Preuß, Oliver Ludger and Mensendiek, Carolin and Rook, Jeroen and Bossek, Jakob and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={58–66} }
LibreCat
| DOI