Publications

9 Entries

Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal OptimizationRodriguez-Fernandez, A. E., Schäpermeier, L., Hernández, C., Kerschke, P., Trautmann, H. & Schütze, O., 11 Sep 2024, In: IEEE transactions on evolutionary computation : a publication of the IEEE Neural Networks CouncilElectronic (full-text) versionResearch output: Contribution to journal > Research article

Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for GamesVolz, V., Naujoks, B., Kerschke, P. & Tušar, T., Mar 2023, In: Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC). 136, 110121Electronic (full-text) versionResearch output: Contribution to journal > Research article
A study on the effects of normalized TSP features for automated algorithm selectionHeins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H. & Kerschke, P., Jan 2023, In: Theoretical computer science : the journal of the EATCS. 940, B, p. 123-145, 23 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark ProblemsSchäpermeier, L., Grimme, C. & Kerschke, P., Dec 2022, In: IEEE transactions on evolutionary computation : a publication of the IEEE Neural Networks Council. 26, 6, p. 1306-1320, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
Process-Oriented Stream Classification Pipeline: A Literature ReviewClever, L., Pohl, J. S., Bossek, J., Kerschke, P. & Trautmann, H., 9 Sep 2022, In: Applied sciences. 12, 18, 9094Electronic (full-text) versionResearch output: Contribution to journal > Review article
The objective that freed me: a multi-objective local search approach for continuous single-objective optimizationAspar, P., Steinhoff, V., Schäpermeier, L., Kerschke, P., Trautmann, H. & Grimme, C., 5 Sep 2022, In: Natural computing : an innovative journal bridging biosciences and computer sciences ; an international journal. 22, 2, p. 271 - 285, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
Estimation of component reliability from superposed renewal processes by means of latent variablesRodrigues, A., Kerschke, P., Pereira, C. A. D. B., Trautmann, H., Wagner, C., Hellingrath, B. & Polpo, A., Mar 2022, In: Computational statistics. 37, 1, p. 355–379, 25 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimizationGrimme, C., Kerschke, P., Aspar, P., Trautmann, H., Preuss, M., Deutz, A. H., Wang, H. & 1 others, Dec 2021, In: Computers and Operations Research. 136, 105489Electronic (full-text) versionResearch output: Contribution to journal > Research article

27 Entries

Multi ³: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of MultiobjectivizationAspar, P., Kerschke, P., Steinhoff, V., Trautmann, H. & Grimme, C., 2021, Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.).p. 311-322, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective LandscapesSchäpermeier, L., Grimme, C. & Kerschke, P., 2021, Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.).p. 632-644, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

1 Entries

5 Entries

Efficient Flat Yard Shunting via Instance-Aware OptimizationBodi, L. M., Rauschert, F., Krauth, M. & Kerschke, P., 2025Research output: Contribution to conferences > Presentation slides
Size matters: Adapting HEROS to ensure usability in large flat yardsRauschert, F., Bodi, L. M., Krauth, M. & Kerschke, P., 2025Research output: Contribution to conferences > Poster

Optimizing Rail Shunting Operations through Multi-Stage AI HeuristicsRauschert, F., Bodi, L. M. & Krauth, M., 20 Oct 2024Research output: Contribution to conferences > Presentation slides
Enhancing Emergency Response Efficiency via Deep Reinforcement Learning: A Novel Model for Dynamic DispatchingRauschert, F., Ribesmeier, M. & Kerschke, P., 2024Research output: Contribution to conferences > Presentation slides

Lifting the Multimodality-Fog in Continuous Multi-objective OptimizationKerschke, P. & Grimme, C., 2021, Natural Computing Series. p. 89-111, 23 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report

Journal Publications