4 Publications
2026 | Journal Article | LibreCat-ID: 67161
Schede E, Seiler MV, Mensendiek C, Tierney K, Trautmann H. OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration. ACM Transactions on Evolutionary Learning and Optimization. Published online 2026. doi:10.1145/3844954
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
Mensendiek C, Preuß OL, Rook J, Chicano F, Whitley D, Trautmann H. Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination. In: Trujillo L, Hu T, 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; 2026:134–142. doi:10.1145/3795095.3805136
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
Mensendiek C, Zeipel H, Preuß OL, Seiler M, Sextro W, Trautmann H. Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO ’26 Companion. Association for Computing Machinery; 2026:641–644. doi:10.1145/3795101.3805368
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
Preuß OL, Mensendiek C, Rook J, Bossek J, Trautmann H. Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes. In: Filipic B, ed. Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025. ACM; 2025:58–66. doi:10.1145/3712256.3726481
LibreCat
| DOI
4 Publications
2026 | Journal Article | LibreCat-ID: 67161
Schede E, Seiler MV, Mensendiek C, Tierney K, Trautmann H. OPTICAT: A Deep Reinforcement Learning Framework for Instance-Specific Algorithm Configuration. ACM Transactions on Evolutionary Learning and Optimization. Published online 2026. doi:10.1145/3844954
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66670
Mensendiek C, Preuß OL, Rook J, Chicano F, Whitley D, Trautmann H. Digging to the Ground Truth: Solving Multi-objective Gray-Box Optimization Problems through Hyperplane Elimination. In: Trujillo L, Hu T, 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; 2026:134–142. doi:10.1145/3795095.3805136
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 66711
Mensendiek C, Zeipel H, Preuß OL, Seiler M, Sextro W, Trautmann H. Multi-Objective Pipeline Optimisation and Configuration of Automatic Train Operation Trajectories. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO ’26 Companion. Association for Computing Machinery; 2026:641–644. doi:10.1145/3795101.3805368
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
Preuß OL, Mensendiek C, Rook J, Bossek J, Trautmann H. Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes. In: Filipic B, ed. Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025. ACM; 2025:58–66. doi:10.1145/3712256.3726481
LibreCat
| DOI