Publications FIS

2021

• 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

2020

• Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient DescentSteinhoff, V., Kerschke, P., Aspar, P., Trautmann, H. & Grimme, C., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape AnalysisPrager, R. P., Trautmann, H., Wang, H., Bäck, T. H. W. & Kerschke, P., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Enhancing Resilience of Deep Learning Networks by Means of Transferable AdversariesSeiler, M., Trautmann, H. & Kerschke, P., 28 Sep 2020, 2020 International Joint Conference on Neural Networks (IJCNN)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm SelectionBossek, J., Kerschke, P. & Trautmann, H., 3 Sep 2020, 2020 IEEE Congress on Evolutionary Computation (CEC)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search HeuristicsBossek, J., Casel, K., Kerschke, P. & Neumann, F., 26 Jun 2020, 2020 Genetic and Evolutionary Computation ConferenceElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Initial design strategies and their effects on sequential model-based optimization: an exploratory case study based on BBOBBossek, J., Doerr, C. & Kerschke, P., 25 Jun 2020, Proceedings of the 2020 Genetic and Evolutionary Computation ConferenceElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• The role of labor-supply margins in shaping optimal transport taxesHirte, G. & Tscharaktschiew, S., Jun 2020, In: Economics of Transportation. 22, 100156Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Statistical modeling of the required space for inland vesselsFischer, N. & Okhrin, O., 2 Apr 2020, In: Communications in Statistics : Case Studies Data Analysis and Applications. 6, 2, p. 167-190, 24 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Reliable blood supply chain network design with facility disruption: A real-world applicationShahmoradimoghadam, H., Rahimi , Y., Haghjoo, N. & Tavakkoli-Moghaddam, R., Apr 2020, In: Engineering applications of artificial intelligence : the international journal of real-time automation. 2020, 90, 18 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article