Publications FIS

2022

• Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis MethodsPrager, R. P., Seiler, M. V., Trautmann, H. & Kerschke, P., 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 3-17, 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization ProblemsHeins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J. & Trautmann, H., 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 192-206, 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Gestaltung von Mobilitätspaketen in urbanen Räumen mittels auswahlbasierter Conjoint AnalyseOrth, M., Stopka, U. & Günther, C., 2022, Transforming Mobility – What Next?: Technische und betriebswirtschaftliche Aspekte. Springer Gabler, Wiesbaden, 13 p.Research output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• HPO × ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape AnalysisSchneider, L., Schäpermeier, L., Prager, R. P., Bischl, B., Trautmann, H. & Kerschke, P., 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 575-589, 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Increasing the Diversity of Benchmark Function Sets Through Affine RecombinationDietrich, K. & Mersmann, O., 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 590-602, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Parallel Problem Solving from Nature – PPSN XVII: 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022, Proceedings, Part IRudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T., 2022, Springer, ChamElectronic (full-text) versionResearch output: Book/Report/Anthology > Monograph
• The Individual Valuation of Aviation Carbon Dioxide Emissions: A Choice Modeling ApproachTscharaktschiew, S., 2022, Business in the 21st Century. Emerald Group Publishing, Bingley, p. 157-176, 19 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• Vulnerability-CoVaR: investigating the crypto-marketWaltz, M., Kumar Singh, A. & Okhrin, O., 2022, In: Quantitative finance. 2022, 22(9), p. 1731-1745, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

2021

• Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box OptimizationPrager, R. P., Seiler, M. V., Trautmann, H. & Kerschke, P., 5 Dec 2021, 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - ProceedingsElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• A robust decentralized decision-making approach for mobile supply chains under uncertaintyShahmoradimoghadam, H. & Schönberger, J. O., Dec 2021, In: Logistics Research. 14, 1, 15 p., 6Electronic (full-text) versionResearch output: Contribution to journal > Research article