4 Publications
2026 | Journal Article | LibreCat-ID: 67161
OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration
E. Schede, M.V. Seiler, C. Mensendiek, K. Tierney, H. Trautmann, ACM Transactions on Evolutionary Learning and Optimization (2026).
LibreCat
| DOI
E. Schede, M.V. Seiler, C. Mensendiek, K. Tierney, H. Trautmann, ACM Transactions on Evolutionary Learning and Optimization (2026).
2026 | Conference Paper | LibreCat-ID: 66670
Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination
C. Mensendiek, O.L. Preuß, J. Rook, F. Chicano, D. Whitley, H. Trautmann, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 134–142.
LibreCat
| DOI
C. Mensendiek, O.L. Preuß, J. Rook, F. Chicano, D. Whitley, H. Trautmann, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 134–142.
2026 | Conference Paper | LibreCat-ID: 66711
Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories
C. Mensendiek, H. Zeipel, O.L. Preuß, M. Seiler, W. Sextro, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2026, pp. 641–644.
LibreCat
| DOI
C. Mensendiek, H. Zeipel, O.L. Preuß, M. Seiler, W. Sextro, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2026, pp. 641–644.
2025 | Conference Paper | LibreCat-ID: 60812
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.
LibreCat
| DOI
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.
4 Publications
2026 | Journal Article | LibreCat-ID: 67161
OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration
E. Schede, M.V. Seiler, C. Mensendiek, K. Tierney, H. Trautmann, ACM Transactions on Evolutionary Learning and Optimization (2026).
LibreCat
| DOI
E. Schede, M.V. Seiler, C. Mensendiek, K. Tierney, H. Trautmann, ACM Transactions on Evolutionary Learning and Optimization (2026).
2026 | Conference Paper | LibreCat-ID: 66670
Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination
C. Mensendiek, O.L. Preuß, J. Rook, F. Chicano, D. Whitley, H. Trautmann, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 134–142.
LibreCat
| DOI
C. Mensendiek, O.L. Preuß, J. Rook, F. Chicano, D. Whitley, H. Trautmann, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 134–142.
2026 | Conference Paper | LibreCat-ID: 66711
Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories
C. Mensendiek, H. Zeipel, O.L. Preuß, M. Seiler, W. Sextro, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2026, pp. 641–644.
LibreCat
| DOI
C. Mensendiek, H. Zeipel, O.L. Preuß, M. Seiler, W. Sextro, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2026, pp. 641–644.
2025 | Conference Paper | LibreCat-ID: 60812
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.
LibreCat
| DOI
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.