Publikationen | Prof. Dr. Heike Trautmann | Institut für Wirtschaftsinformatik

2023

Forschungsartikel in Sammelband (Konferenz)

Prager, R., & Trautmann, H. (2023). Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features. In Correia, J., Smith, S., & Qaddoura, R. (Eds.), Applications of Evolutionary Computation (pp. 411–425). Cham: Springer Nature Switzerland.
Mehr Details BibTeX DOI

@inproceedings{PragerT2023Nullifying,
  author = {RP Prager and H Trautmann},
  title = {Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features},
  booktitle = {Applications of Evolutionary Computation},
  pages = {411--425},
  editor = {J Correia and S Smith and R Qaddoura},
  year = {2023},
  publisher = {Springer Nature Switzerland},
  address = {Cham},
  isbn = {978-3-031-30229-9},
  doi = {10.1007/978-3-031-30229-9_27},
  note = {Publication status: Published}
}

Schäpermeier, L., Kerschke, P., Grimme, C., & Trautmann, H. (2023). Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with Precise Pareto Sets. In Li, K., & Wang, H. (Eds.), Proceedings of the International Conference Series on Evolutionary Multi-Criterion Optimization (pp. 291–304). Lecture Notes in Computer Science: Vol. 13970. Cham: Springer.
Mehr Details BibTeX DOI

@inproceedings{SchaepermeierKGT2023PeakABooGenerating,
  author = {Lennart Schäpermeier and Pascal Kerschke and Christian Grimme and Heike Trautmann},
  title = {Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with Precise Pareto Sets},
  booktitle = {Proceedings of the International Conference Series on Evolutionary Multi-Criterion Optimization},
  pages = {291--304},
  series = {Lecture Notes in Computer Science},
  volume = {13970},
  editor = {Ke Li and Hao Wang},
  year = {2023},
  publisher = {Springer},
  address = {Cham},
  doi = {10.1007/978-3-031-27250-9_21},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Prager, R. P., & Trautmann, H. (2023). Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python. Evolutionary Computation. (accepted / in press (not yet published))
Mehr Details BibTeX

@article{PragerT2023PflaccoFeatureBased,
  author = {Raphael Patrick Prager and Heike Trautmann},
  title = {Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python},
  journal = {Evolutionary Computation},
  year = {2023},
  note = {Publication status: accepted / in press (not yet published)}
}

2022

Forschungsartikel (Buchbeitrag)

Niemann, M., Assenmacher, D., Brunk, J., Riehle, D. M., Becker, J., & Trautmann, H. (2022). (Semi-)Automatische Kommentarmoderation zur Erhaltung Konstruktiver Diskurse. In Weitzel, G., & Mündges, S. (Eds.), Hate Speech — Definitionen, Ausprägungen, Lösungen (pp. 249–274). Wiesbaden: VS Verlag für Sozialwissenschaften.
Mehr Details BibTeX Gesamter Text DOI

@incollection{NiemannABRBT2022SemiAutomatische,
  author = {Marco Niemann and Dennis Assenmacher and Jens Brunk and Dennis Maximilian Riehle and Jörg Becker and Heike Trautmann},
  title = {(Semi-)Automatische Kommentarmoderation zur Erhaltung Konstruktiver Diskurse},
  booktitle = {Hate Speech --- Definitionen, Ausprägungen, Lösungen},
  pages = {249--274},
  editor = {Gerrit Weitzel and Stephan Mündges},
  year = {2022},
  publisher = {VS Verlag für Sozialwissenschaften},
  address = {Wiesbaden},
  isbn = {978-3-658-35658-3},
  doi = {10.1007/978-3-658-35658-3_13},
  url = {https://link.springer.com/chapter/10.1007/978-3-658-35658-3_13#citeas},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Assenmacher, D., & Trautmann, H. (2022). Textual One-Pass Stream Clustering with Automated Distance Threshold Adaption. In Tran, T. e. a. (Ed.), Intelligent Information and Database Systems (pp. 3–16). Cham: Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{AssenmacherT2022TextualOnePass,
  author = {D Assenmacher and H Trautmann},
  title = {Textual One-Pass Stream Clustering with Automated Distance Threshold Adaption},
  booktitle = {Intelligent Information and Database Systems},
  pages = {3--16},
  editor = {T et al. Tran},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-031-21743-2_1},
  note = {Publication status: Published}
}

Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., & Trautmann, H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In Rudolph, G., Kononova, A., Aguirre, H., Kerschke, P., Ochoa, G., & Tu{š}ar, T. (Eds.), Parallel Problem Solving from Nature — PPSN XVII (pp. 192–206). Cham: Springer International Publishing.
Mehr Details BibTeX

@inproceedings{HeinsRSKBT2022BBEBasinBased,
  author = {J Heins and J Rook and L Schäpermeier and P Kerschke and J Bossek and H Trautmann},
  title = {BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {192--206},
  editor = {G Rudolph and AV Kononova and H Aguirre and P Kerschke and G Ochoa and T Tu{š}ar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  note = {Publication status: Published}
}

Pohl, J. S., Assenmacher, D., Seiler, M. V., Trautmann, H., & Grimme, C. (2022). Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. In Association, f. t. A. o. A. I. (. (Ed.), Workshop Proceedings of the 16th International Conference on Web and Social Media (ICWSM) (pp. 1–10). Palo Alto, CA, USA: AAAI Press.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{PohlASTG2022Artificial,
  author = {Janina Susanne Pohl and Dennis Assenmacher and Moritz Vincent Seiler and Heike Trautmann and Christian Grimme},
  title = {Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches},
  booktitle = {Workshop Proceedings of the 16$^{th}$ International Conference on Web and Social Media (ICWSM)},
  pages = {1--10},
  editor = {for the Advancement of Artificial Intelligence (AAAI) Association},
  year = {2022},
  publisher = {AAAI Press},
  address = {Palo Alto, CA, USA},
  doi = {10.36190/2022.91},
  url = {http://workshop-proceedings.icwsm.org/pdf/2022_91.pdf},
  note = {Publication status: Published}
}

Prager, R. P., Seiler, M. V., Trautmann, H., & Kerschke, P. (2022). Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. In Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G., & Tušar, T. (Eds.), Parallel Problem Solving from Nature — PPSN XVII (pp. 3–17). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{PragerSTK2022AutomatedAlgorithm,
  author = {Raphael Patrick Prager and Moritz Vinzent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {3--17},
  editor = {Günter Rudolph and Anna V. Kononova and Hernán Aguirre and Pascal Kerschke and Gabriela Ochoa and Tea Tušar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  doi = {10.1007/978-3-031-14714-2_1},
  url = {https://link.springer.com/chapter/10.1007/978-3-031-14714-2_1},
  note = {Publication status: Published}
}

Rook, J., Trautmann, H., Bossek, J., & Grimme, C. (2022). On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. In Fieldsend, J., & Wagner, M. (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference Companion (pp. 356–359-356–359). GECCO '22. New York, NY, USA: Association for Computing Machinery.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{RookTBG2022OnThePotential,
  author = {J Rook and H Trautmann and J Bossek and C Grimme},
  title = {On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  pages = {356–359-356–359},
  series = {GECCO '22},
  editor = {J Fieldsend and M. Wagner},
  year = {2022},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  isbn = {9781450392686},
  doi = {10.1145/3520304.3528998},
  url = {https://doi.org/10.1145/3520304.3528998},
  note = {Publication status: Published}
}

Schneider, L., Schäpermeier, L., Prager, R. P., Bischl, B., Trautmann, H., & Kerschke, P. (2022). HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. In Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G., & Tušar, T. (Eds.), Parallel Problem Solving from Nature — PPSN XVII (pp. 575–589). Cham: Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{SchneiderSPBTK2022HPOXELAInvestigating,
  author = {Lennart Schneider and Lennart Schäpermeier and Raphael Patrick Prager and Bernd Bischl and Heike Trautmann and Pascal Kerschke},
  title = {HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {575--589},
  editor = {Günter Rudolph and Anna V. Kononova and Hernán Aguirre and Pascal Kerschke and Gabriela Ochoa and Tea Tušar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  doi = {10.1007/978-3-031-14714-2_40},
  note = {Publication status: Published}
}

Seiler, M. V., Prager, R. P., Kerschke, P., & Trautmann, H. (2022). A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. In -, (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (pp. 657–665). New York, NY, USA: ACM Press.
Mehr Details BibTeX DOI

@inproceedings{SeilerPKT2022ACollection,
  author = {Moritz Vinzent Seiler and Raphael Patrick Prager and Pascal Kerschke and Heike Trautmann},
  title = {A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {657--665},
  editor = { -},
  year = {2022},
  publisher = {ACM Press},
  address = {New York, NY, USA},
  isbn = {9781450392372},
  doi = {10.1145/3512290.3528834},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Aspar, P., Steinhoff, V., Schäpermeier, L., Kerschke, P., Trautmann, H., & Grimme, C. (2022). The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. Natural Computing, 22(2), 271–285.
Mehr Details BibTeX Gesamter Text DOI

@article{AsparSSKTG2022TheObjective,
  author = {Pelin Aspar and Vera Steinhoff and Lennart Schäpermeier and Pascal Kerschke and Heike Trautmann and Christian Grimme},
  title = {The objective that freed me: a multi-objective local search approach for continuous single-objective optimization},
  journal = {Natural Computing},
  year = {2022},
  volume = {22},
  number = {2},
  pages = {271--285},
  doi = {10.1007/s11047-022-09919-w},
  url = {https://static-content.springer.com/pdf/art:10.1007/s11047-022-09919-w.pdf?token=1664373163810--8cddf0fc0c847d61a64973c7bbe7cfe111673fbd456f5dfe0562cc90be720166442f430542c19dde485f362183fbe8025244939ba41f7137c29217cc84349b3a},
  note = {Publication status: Published}
}

Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., & Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. Applied Sciences, 12(8), 1–44.
Mehr Details BibTeX Gesamter Text DOI

@article{CleverPBKT2022ProcessOriented,
  author = {Lena Clever and Janina Susanne Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Process-Oriented Stream Classification Pipeline: A Literature Review},
  journal = {Applied Sciences},
  year = {2022},
  volume = {12},
  number = {8},
  pages = {1--44},
  doi = {10.3390/app12189094},
  url = {https://www.mdpi.com/2076-3417/12/18/9094},
  note = {Publication status: Published}
}

Heins, J., Bossek, J., Pohl, J. S., Seiler, M. V., Trautmann, H., & Kerschke, P. (2022). A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection. Theoretical Computer Science (Theoret. Comput. Sci.), 940.
Mehr Details BibTeX DOI

@article{HeinsBPSTK2022AStudyOnThe,
  author = {Jonathan Heins and Jakob Bossek and Janina Susanne Pohl and Moritz Vincent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection},
  journal = {Theoretical Computer Science (Theoret. Comput. Sci.)},
  year = {2022},
  volume = {940},
  doi = {10.1016/j.tcs.2022.10.019},
  note = {Publication status: Published}
}

Abstract in Sammelband (Konferenz)

Leszkiewicz, A., Bucur, D., Grimme, C., Michalski, R., Clever, L., Pohl, J. S., Rook, J., Bossek, J., Preuss, M., Squillero, G., Quer, S., Calabrese, A., Iacca, G., Kizgin, H., & Trautmann, H. (2022). Social Influence Analysis (SIA) in Online Social Networks.
Mehr Details

2021

Forschungsartikel in Sammelband (Konferenz)

Aspar, P., Kerschke, P., Steinhoff, V., Trautmann, H., & Grimme, C. (2021). Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization. In Ishibuchi, H. e. a. (Ed.), Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings (pp. 311–322). Heidelberg, Berlin: Springer.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{AsparKSTG2021Multi3Optimizing,
  author = {Pelin Aspar and Pascal Kerschke and Vera Steinhoff and Heike Trautmann and Christian Grimme},
  title = {Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization},
  booktitle = {Evolutionary Multi-Criterion Optimization: 11$^{th}$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings},
  pages = {311--322},
  editor = {H. et al. Ishibuchi},
  year = {2021},
  publisher = {Springer},
  address = {Heidelberg, Berlin},
  doi = {10.1007/978-3-030-72062-9_25},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-72062-9_25},
  note = {Publication status: Published}
}

Assenmacher, D., Niemann, M., Müller, K., Seiler, M. V., Riehle, D. M., & Trautmann, H. (2021). RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets. In Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021), Virtual Event, 1–14.
Mehr Details BibTeX Gesamter Text

@inproceedings{AssenmacherNMSRT2021RPModRPCrowd,
  author = {Dennis Assenmacher and Marco Niemann and Kilian Müller and Moritz V. Seiler and Dennis M. Riehle and Heike Trautmann},
  title = {RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets},
  booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021)},
  pages = {1--14},
  year = {2021},
  address = {Virtual Event},
  url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/c9e1074f5b3f9fc8ea15d152add07294-Paper-round2.pdf},
  note = {Publication status: Published}
}

Heins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H., & Kerschke, P. (2021). On the Potential of Normalized TSP Features for Automated Algorithm Selection. In Association, f. C. M. (Ed.), Proceedings of the 16th ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI) (pp. 1–15). Dornbirn, Austria: ACM Press.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{HeinsBPSTK2021OnThePotential,
  author = {Jonathan Heins and Jakob Bossek and Janina Pohl and Moritz Seiler and Heike Trautmann and Pascal Kerschke},
  title = {On the Potential of Normalized TSP Features for Automated Algorithm Selection},
  booktitle = {Proceedings of the 16$^{th}$ ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI)},
  pages = {1--15},
  editor = {for Computing Machinery Association},
  year = {2021},
  publisher = {ACM Press},
  address = {Dornbirn, Austria},
  doi = {10.1145/3450218.3477308},
  url = {https://dl.acm.org/doi/10.1145/3450218.3477308},
  note = {Publication status: Published}
}

Prager, R. P., Moritz, V. H., & Pascal, (2021). Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization. In Proceedings of the IEEE Symposium Series on Computational Intelligence, Orlando, Florida, USA.
Mehr Details BibTeX

@inproceedings{PragerMP2021TowardsFeatureFree,
  author = {Raphael Patrick
Seiler Prager and Vinzent
Trautmann Heike
Kerschke Moritz and  Pascal},
  title = {Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence},
  year = {2021},
  address = {Orlando, Florida, USA},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Assenmacher, D., Weber, D., Preuss, M., Calero, V. A., Bradshaw, A., Ross, B., Cresci, S., Trautmann, H., Neumann, F., & Grimme, C. (2021). Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem. Social Science Computer Review, online first.
Mehr Details BibTeX DOI

@article{AssenmacherWPCBRCTNG2021Benchmarking,
  author = {Dennis Assenmacher and Derek Weber and Mike Preuss and Valdez André Calero and Alison Bradshaw and Björn Ross and Stefano Cresci and Heike Trautmann and Frank Neumann and Christian Grimme},
  title = {Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem},
  journal = {Social Science Computer Review},
  year = {2021},
  volume = {online first},
  doi = {10.1177/08944393211012268},
  note = {Publication status: Published}
}

Coombs, C., Stacey, P., Kawalek, P., Simeonova, B., Becker, J., Bergener, K., Carvalho, J. Á., Fantinato, M., Garmann-Johnsen, N. F., Grimme, C., Stein, A., & Trautmann, H. (2021). What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A European Perspective. International Journal of Information Management, 58.
Mehr Details BibTeX Gesamter Text DOI

@article{CoombsSKSBBCFGJGST2021WhatIsItAbout,
  author = {Crispin Coombs and Patrick Stacey and Peter Kawalek and Boyka Simeonova and Jörg Becker and Katrin Bergener and João Álvaro Carvalho and Marcelo Fantinato and Niels F. Garmann-Johnsen and Christian Grimme and Armin Stein and Heike Trautmann},
  title = {What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A
European Perspective},
  journal = {International Journal of Information Management},
  year = {2021},
  volume = {58},
  doi = {10.1016/j.ijinfomgt.2021.102311},
  url = {https://www.sciencedirect.com/science/article/pii/S0268401221000049},
  note = {Publication status: Published}
}

Grimme, C., Kerschke, P., Aspar, P., Trautmann, H., Preuss, M., Deutz, A., Wang, H., & Emmerich, M. (2021). Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization. Computers & Operations Research, 136, 105489.
Mehr Details BibTeX Gesamter Text DOI

@article{GrimmeKATPDWE2021PeekingBeyond,
  author = {C Grimme and P Kerschke and P Aspar and H Trautmann and M Preuss and AH Deutz and H Wang and M Emmerich},
  title = {Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization},
  journal = {Computers & Operations Research},
  year = {2021},
  volume = {136},
  pages = {105489},
  doi = {10.1016/j.cor.2021.105489},
  url = {https://www.sciencedirect.com/science/article/pii/S0305054821002367},
  note = {Publication status: Published}
}

Rodrigues, A., Kerschke, P., de B., P. C. A., Trautmann, H., Wagner, C., Hellingrath, B., & Polpo, A. (2021). Estimation of component reliability from superposed renewal processes by means of latent variables. Computational Statistics, 2021.
Mehr Details BibTeX DOI

@article{RodriguesKDBTWHP2021Estimation,
  author = {Agatha Rodrigues and Pascal Kerschke and Pereira Carlos Alberto {de B.} and Heike Trautmann and Carolin Wagner and Bernd Hellingrath and Adriano Polpo},
  title = {Estimation of component reliability from superposed renewal processes by means of latent variables},
  journal = {Computational Statistics},
  year = {2021},
  volume = {2021},
  doi = {10.1007/s00180-021-01124-0},
  note = {Publication status: Published}
}

2020

Forschungsartikel in Sammelband (Konferenz)

Assenmacher, D., Adam, L., Trautmann, H., & Grimme, C. (2020). Towards Real-Time and Unsupervised Campaign Detection in Social Media. In Proceedings of the Florida Artificial Intelligence Research Society Conference, Florida, USA.
Mehr Details BibTeX Gesamter Text

@inproceedings{AssenmacherATG2020TowardsRealTime,
  author = {D Assenmacher and L Adam and H Trautmann and C Grimme},
  title = {Towards Real-Time and Unsupervised Campaign Detection in Social Media},
  booktitle = {Proceedings of the Florida Artificial Intelligence Research Society Conference},
  year = {2020},
  address = {Florida, USA},
  url = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18452},
  note = {Publication status: Published}
}

Assenmacher, D., Clever, L., Pohl, J., Trautmann, H., & Grimme, C. (2020). A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. In Meiselwitz, G. (Ed.), Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis (pp. 201–214). Cham: Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{AssenmacherCPTG2020ATwoPhaseFramework,
  author = {D Assenmacher and L Clever and JS Pohl and H Trautmann and C Grimme},
  title = {A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media},
  booktitle = {Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis},
  pages = {201--214},
  editor = {G Meiselwitz},
  year = {2020},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-030-49570-1},
  doi = {10.1007/978-3-030-49570-1_14},
  note = {Publication status: Published}
}

Assenmacher, D., & Adam, L. &. F. L. &. T. H. &. G. C. (2020). Inside the tool set of automation: Free social bot code revisited. In Grimme, C., Preuß, M., Takes, F., & Waldherr, A. (Eds.), Disinformation in open online media (pp. 101–114). Lecture Notes in Computer Science. Wiesbaden: Springer.
Mehr Details BibTeX

@inproceedings{AssenmacherA2020InsideTheTool,
  author = {Dennis Assenmacher and Lena --- Frischlich Lena --- Trautmann Heike --- Grimme Christian Adam},
  title = {Inside the tool set of automation: Free social bot code revisited},
  booktitle = {Disinformation in open online media},
  pages = {101--114},
  series = {Lecture Notes in Computer Science},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  publisher = {Springer},
  address = {Wiesbaden},
  note = {Publication status: Published}
}

Bossek, J., Grimme, C., Rudolph, G., & Trautmann, H. (2020). Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Glasgow, UK, 1–8.
Mehr Details BibTeX DOI

@inproceedings{BossekGRT2020TowardsDecision,
  author = {Jakob Bossek and Christian Grimme and Günter Rudolph and Heike Trautmann},
  title = {Towards Decision Support in Dynamic Bi-Objective Vehicle Routing},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  pages = {1--8},
  year = {2020},
  address = {Glasgow, UK},
  doi = {10.1109/CEC48606.2020.9185778},
  note = {Publication status: Published}
}

Bossek, J., Grimme, C., & Trautmann, H. (2020). Dynamic Bi-Objective Routing of Multiple Vehicles. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20), Cancun, Mexico, 166–174.
Mehr Details BibTeX

@inproceedings{BossekGT2020DynamicBiObjective,
  author = {Jakob Bossek and Christian Grimme and Heike Trautmann},
  title = {Dynamic Bi-Objective Routing  of Multiple Vehicles},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
  pages = {166--174},
  year = {2020},
  publisher = {ACM},
  address = {Cancun, Mexico},
  note = {Publication status: Published}
}

Bossek, J., Kerschke, P., & Trautmann, H. (2020). Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Glasgow, UK, 1–8.
Mehr Details BibTeX Gesamter Text

@inproceedings{BossekKT2020AnytimeBehavior,
  author = {Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  pages = {1--8},
  year = {2020},
  publisher = {IEEE},
  address = {Glasgow, UK},
  url = {https://arxiv.org/abs/2005.13289},
  note = {Publication status: Published}
}

Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). Towards Automated Configuration of Stream Clustering Algorithms. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD '19), Würzburg, Germany, 137–143.
Mehr Details BibTeX DOI

@inproceedings{CarneinTBP2020TowardsAutomated,
  author = {Matthias Carnein and Heike Trautmann and Albert Bifet and Bernhard Pfahringer},
  title = {Towards Automated Configuration of Stream Clustering Algorithms},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD '19)},
  pages = {137--143},
  year = {2020},
  address = {Würzburg, Germany},
  isbn = {978-3-030-43823-4},
  doi = {10.1007/978-3-030-43823-4_12},
  note = {Publication status: Published}
}

Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. In Proceedings of the 14th Learning and Intelligent Optimization Conference (LION 2020), Athens, Greece, 80–95.
Mehr Details BibTeX DOI

@inproceedings{CarneinTBP2020ConfStream,
  author = {Matthias Carnein and Heike Trautmann and Albert Bifet and Bernhard Pfahringer},
  title = {confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms},
  booktitle = {Proceedings of the 14$^{th}$ Learning and Intelligent Optimization Conference (LION 2020)},
  pages = {80--95},
  year = {2020},
  address = {Athens, Greece},
  doi = {10.1007/978-3-030-53552-0_10},
  note = {Publication status: Published}
}

Lena, C., Frischlich, L., Trautmann, H., & Grimme, C. (2020). Automated detection of nostalgic text in the context of societal pessimism. In Proceedings of the MISDOOM 2019, Hamburg, Deutschland, 48–58.
Mehr Details BibTeX

@inproceedings{LenaFTG2020AutomatedDetection,
  author = {Clever Lena and Lena Frischlich and Heike Trautmann and Christian Grimme},
  title = {Automated detection of nostalgic text in the context of societal pessimism},
  booktitle = {Disinformation in open online media},
  pages = {48--58},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  address = {Hamburg, Deutschland},
  note = {Publication status: Published}
}

Prager, R. P., Trautmann, H., Wang, H., Bäck, T. H. W., & Kerschke, P. (2020). Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis. In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 996–1003.
Mehr Details BibTeX DOI

@inproceedings{PragerTWBK2020PerInstance,
  author = {Raphael Patrick Prager and Heike Trautmann and Hao Wang and Thomas H. W. Bäck and Pascal Kerschke},
  title = {Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)},
  pages = {996--1003},
  year = {2020},
  address = {Canberra, Australia},
  doi = {10.1109/SSCI47803.2020.9308510},
  note = {Publication status: Published}
}

Riehle, D. M., Niemann, M., Brunk, J., Assenmacher, D., Trautmann, H., & Becker, J. (2020). Building an Integrated Comment Moderation System — Towards a Semi-Automatic Moderation tool. In Proceedings of the HCI International 2020, Copenhagen, Denmark.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{RiehleNBATB2020BuildingAn,
  author = {Dennis M. Riehle and Marco Niemann and Jens Brunk and Dennis Assenmacher and Heike Trautmann and Jörg Becker},
  title = {Building an Integrated Comment Moderation System --- Towards a Semi-Automatic Moderation tool},
  booktitle = {Proceedings of the HCI International 2020},
  year = {2020},
  address = {Copenhagen, Denmark},
  doi = {10.1007/978-3-030-49576-3_6},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-49576-3_6},
  note = {Publication status: Published}
}

Seiler, M. V., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 48–64.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{SeilerPBKT2020DeepLearning,
  author = {Moritz V Seiler and Janina Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem},
  booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
  pages = {48--64},
  editor = {Thomas Bäck and Mike Preuss and André Deutz and Hao Wang and Carola Doerr and Michael Emmerich and Heike Trautmann},
  year = {2020},
  address = {Leiden, The Netherlands},
  doi = {10.1007/978-3-030-58112-1_4},
  url = {https://arxiv.org/abs/2006.15968},
  note = {Publication status: Published}
}

Seiler, M. V., Trautmann, H., & Kerschke, P. (2020). Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries. In Proceedings of the International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, 1–8.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{SeilerTK2020EnhancingResilience,
  author = {Moritz Vinzent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2020},
  address = {Glasgow, UK},
  doi = {10.1109/IJCNN48605.2020.9207338},
  url = {https://arxiv.org/abs/2005.13293},
  note = {Publication status: Published}
}

Steinhoff, V., Kerschke, P., Aspar, P., Trautmann, H., & Grimme, C. (2020). Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 2445–2452.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{SteinhoffKATG2020Multiobjectivization,
  author = {Vera Steinhoff and Pascal Kerschke and Pelin Aspar and Heike Trautmann and Christian Grimme},
  title = {Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)},
  pages = {2445--2452},
  year = {2020},
  address = {Canberra, Australia},
  doi = {10.1109/SSCI47803.2020.9308259},
  url = {https://arxiv.org/pdf/2010.01004.pdf},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Assenmacher, D., Clever, L., Frischlich, L., Quandt, T., Trautmann, , Heike, , & Grimme, C. (2020). Demystifying social bots: On the intelligence of automated social media actors. Social media — society, 00.
Mehr Details BibTeX

@article{AssenmacherCFQTHG2020Demystifying,
  author = {Dennis Assenmacher and Lena Clever and Lena Frischlich and Thorsten Quandt and  Trautmann and  Heike and Christian Grimme},
  title = {Demystifying social bots: On the intelligence of automated social media actors},
  journal = {Social media --- society},
  year = {2020},
  volume = {00},
  note = {Publication status: Published}
}

Bossek, J., Kerschke, P., & Trautmann, H. (2020). A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms. Applied Soft Computing, 2020(88), 105901.
Mehr Details BibTeX Gesamter Text DOI

@article{BossekKT2020AMultiObjective,
  author = {Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms},
  journal = {Applied Soft Computing},
  year = {2020},
  volume = {2020},
  number = {88},
  pages = {105901},
  doi = {10.1016/j.asoc.2019.105901},
  url = {http://www.sciencedirect.com/science/article/pii/S1568494619306829},
  note = {Publication status: Published}
}

2019

Fachbuch (Herausgegebenes Buch)

Bauer, N., Ickstadt, K., Lübke, K., Szepannek, G., Trautmann, H., & Vichi, M. (Eds.) (2019). Applications in Statistical Computing — From Music Data Analysis to Industrial Quality Improvement. Studies in Classification, Data Analysis, and Knowledge Organization. Springer International Publishing.
Mehr Details BibTeX

@book{BauerILSTV2019Applications,
  editor = {N. Bauer and K. Ickstadt and K. Lübke and G. Szepannek and H. Trautmann and M. Vichi},
  title = {Applications in Statistical Computing --- From Music Data Analysis to Industrial Quality Improvement},
  series = {Studies in Classification, Data Analysis, and Knowledge Organization},
  year = {2019},
  publisher = {Springer International Publishing},
  isbn = {978-3-030-25147-5},
  note = {Publication status: Published}
}

Forschungsartikel (Buchbeitrag)

Kerschke, P., & Trautmann, H. (2019). Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-package flacco. In Bauer, N., Ickstadt, K., Lübke, K., Szepannek, G., Trautmann, H., & Vichi, M. (Eds.), Applications in Statistical Computing (pp. 93–123). Springer.
Mehr Details BibTeX DOI

@incollection{KerschkeT2019Comprehensive,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-package flacco},
  booktitle = {Applications in Statistical Computing},
  pages = {93--123},
  editor = {Nadja Bauer and Katja Ickstadt and Karsten Lübke and Gero Szepannek and Heike Trautmann and Maurizio Vichi},
  year = {2019},
  publisher = {Springer},
  doi = {10.1007/978-3-030-25147-5_7},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Bossek, J., & Trautmann, H. (2019). Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time. In Battiti, R., Brunato, M., Kotsireas, I., & Pardalos, P. (Eds.), Learning and Intelligent Optimization (pp. 215–219). Lecture Notes in Computer Science: Vol. 11353. Cham: Springer.
Mehr Details BibTeX

@inproceedings{BossekT2019MultiObjective,
  author = {J Bossek and H Trautmann},
  title = {Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time},
  booktitle = {Learning and Intelligent Optimization},
  pages = {215--219},
  series = {Lecture Notes in Computer Science},
  volume = {11353},
  editor = {R Battiti and M Brunato and I Kotsireas and P Pardalos},
  year = {2019},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-030-05347-5},
  note = {Publication status: Published}
}

Bossek, J., Grimme, C., Meisel, S., Rudolph, G., & Trautmann, H. (2019). Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm. In Deb, K., Goodman, E., Coello, C. C. A., Klamroth, K., Miettinen, K., Mostaghim, S., & Reed, P. (Eds.), Evolutionary Multi-Criterion Optimization (EMO) (pp. 516–528). Lecture Notes in Computer Science: Vol. 11411. Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{BossekGMRT2019BiObjective,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Günter Rudolph and Heike Trautmann},
  title = {Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {516--528},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer International Publishing},
  address = {East Lansing, Michigan, USA},
  isbn = {978-3-030-12597-4},
  doi = {10.1007/978-3-030-12598-1_41},
  note = {Publication status: Published}
}

Bossek, J., Kerschke, P., Neumann, A., Wagner, M., Neumann, F., & Trautmann, H. (2019). Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators. In Proceedings of the 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV), Potsdam, Germany, 58–71.
Mehr Details BibTeX DOI

@inproceedings{BossekKNWNT2019EvolvingDiverse,
  author = {Jakob Bossek and Pascal Kerschke and Aneta Neumann and Markus Wagner and Frank Neumann and Heike Trautmann},
  title = {Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators},
  booktitle = {Proceedings of the 15$^{th}$ ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV)},
  pages = {58--71},
  editor = {Tobias Friedrich and Carola Doerr and Dirk Arnold},
  year = {2019},
  address = {Potsdam, Germany},
  doi = {10.1145/3299904.3340307},
  note = {Publication status: Published}
}

Carnein, M., Homann, L., Trautmann, H., & Vossen, G. (2019). A Recommender System Based on Omni-Channel Customer Data. In Proceedings of the 21st IEEE Conference on Business Informatics (CBI' 19), Moscow, Russia, 65–74.
Mehr Details BibTeX

@inproceedings{CarneinHTV2019ARecommender,
  author = {Matthias Carnein and Leschek Homann and Heike Trautmann and Gottfried Vossen},
  title = {A Recommender System Based on Omni-Channel Customer Data},
  booktitle = {Proceedings of the 21$^{st}$ IEEE Conference on Business Informatics (CBI' 19)},
  pages = {65--74},
  year = {2019},
  address = {Moscow, Russia},
  note = {Publication status: Published}
}

Carnein, M., & Trautmann, H. (2019). Customer Segmentation Based on Transactional Data Using Stream Clustering. In Proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD '19), Macau, China, 280–292.
Mehr Details BibTeX

@inproceedings{CarneinT2019CustomerSegmentation,
  author = {Matthias Carnein and Heike Trautmann},
  title = {Customer Segmentation Based on Transactional Data Using Stream Clustering},
  booktitle = {Proceedings of the 23$^{rd}$ Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD '19)},
  pages = {280--292},
  year = {2019},
  address = {Macau, China},
  note = {Publication status: Published}
}

Grimme, C., Kerschke, P., Emmerich, M. T. M., Preuss, M., Deutz, A. H., & Trautmann, H. (2019). Sliding to the Global Optimum: How to Benefit from Non-Global Optima in Multimodal Multi-Objective Optimization. In Proceedings of the International Global Optimization Workshop (LeGO 2018), Leiden, The Netherlands, 020052-1-020052-4.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{GrimmeKEPDT2019SlidingToThe,
  author = {Christian Grimme and Pascal Kerschke and Michael T M Emmerich and Mike Preuss and André H Deutz and Heike Trautmann},
  title = {Sliding to the Global Optimum: How to Benefit from Non-Global
Optima in Multimodal Multi-Objective Optimization},
  booktitle = {AIP Conference Proceedings},
  pages = {020052-1-020052-4},
  year = {2019},
  publisher = {AIP Publishing},
  address = {Leiden, The Netherlands},
  doi = {10.1063/1.5090019},
  url = {https://aip.scitation.org/doi/pdf/10.1063/1.5090019?class=pdf},
  note = {Publication status: Published}
}

Grimme, C., Kerschke, P., & Trautmann, H. (2019). Multimodality in Multi-Objective Optimization — More Boon than Bane?. In Proceedings of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO), East Lansing, MI, USA, 126–138.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{GrimmeKT2019Multimodality,
  author = {Christian Grimme and Pascal Kerschke and Heike Trautmann},
  title = {Multimodality in Multi-Objective Optimization --- More Boon than Bane?},
  booktitle = {Proceedings of the 10$^{th}$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {126--138},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer},
  address = {East Lansing, MI, USA},
  doi = {10.1007/978-3-030-12598-1_11},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-12598-1_11},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Carnein, M., & Trautmann, H. (2019). Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms. Business and Information Systems Engineering (BISE), 61(3), 277–297.
Mehr Details BibTeX

@article{CarneinT2019Optimizing,
  author = {Matthias Carnein and Heike Trautmann},
  title = {Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms},
  journal = {Business and Information Systems Engineering (BISE)},
  year = {2019},
  volume = {61},
  number = {3},
  pages = {277--297},
  note = {Publication status: Published}
}

Kerschke, P., Hoos, H. H., Neumann, F., & Trautmann, H. (2019). Automated Algorithm Selection: Survey and Perspectives. Evolutionary Computation (ECJ), 27(1), 3–45.
Mehr Details BibTeX Gesamter Text DOI

@article{KerschkeHNT2019AutomatedAlgorithm,
  author = {Pascal Kerschke and Holger H Hoos and Frank Neumann and H Trautmann},
  title = {Automated Algorithm Selection: Survey and Perspectives},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {1},
  pages = {3--45},
  doi = {10.1162/evco_a_00242},
  url = {https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00242},
  note = {Publication status: Published}
}

Kerschke, P., & Trautmann, H. (2019). Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning. Evolutionary Computation (ECJ), 27(1), 99–127.
Mehr Details BibTeX Gesamter Text DOI

@article{KerschkeT2019AutomatedAlgorithm,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {1},
  pages = {99--127},
  doi = {10.1162/evco_a_00236},
  url = {https://www.mitpressjournals.org/doi/abs/10.1162/evco_a_00236},
  note = {Publication status: Published}
}

Kerschke, P., Wang, H., Preuss, M., Grimme, C., Deutz, A., Trautmann, H., & Emmerich, M. (2019). Search Dynamics on Multimodal Multi-Objective Problems. Evolutionary Computation (ECJ), 27(4), 577–609.
Mehr Details BibTeX Gesamter Text DOI

@article{KerschkeWPGDTE2019SearchDynamics,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Search Dynamics on Multimodal Multi-Objective Problems},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {4},
  pages = {577--609},
  doi = {10.1162/evco_a_00234},
  url = {https://www.mitpressjournals.org/doi/full/10.1162/evco_a_00234},
  note = {Publication status: Published}
}

2018

Forschungsartikel in Sammelband (Konferenz)

Bossek, J., Grimme, C., Meisel, S., Rudolph, G., & Trautmann, H. (2018). Local Search Effects in Bi-Objective Orienteering. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18), Kyoto, Japan, 585–592.
Mehr Details BibTeX DOI

@inproceedings{BossekGMRT2018LocalSearch,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Guenter Rudolph and Heike Trautmann},
  title = {Local Search Effects in Bi-Objective Orienteering},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {585--592},
  series = {GECCO '18},
  year = {2018},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-5618-3},
  doi = {10.1145/3205455.3205548},
  note = {Publication status: Published}
}

Kerschke, P., Bossek, J., & Trautmann, H. (2018). Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18) Companion, Kyoto, Japan, 1737–1744.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KerschkeBT2018Parameterization,
  author = {Pascal Kerschke and Jakob Bossek and Heike Trautmann},
  title = {Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18) Companion},
  pages = {1737--1744},
  year = {2018},
  address = {Kyoto, Japan},
  isbn = {978-1-4503-5764-7/18/07},
  doi = {10.1145/3205651.3208233},
  url = {https://dl.acm.org/citation.cfm?id=3205651.3208233},
  note = {Publication status: Published}
}

van Engelen, J., van Lier, J., Takes, F., & Trautmann, H. (2018). Accurate WiFi based indoor positioning with continuous location sampling. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD), Dublin, Ireland, 524–540.
Mehr Details BibTeX

@inproceedings{VanEngelenVLTT2018AccurateWiFi,
  author = {J.E. {van Engelen} and J.J. {van Lier} and F.W. Takes and H Trautmann},
  title = {Accurate WiFi based indoor positioning with continuous location sampling},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD)},
  pages = {524--540},
  year = {2018},
  publisher = {Springer},
  address = {Dublin, Ireland},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Carnein, M., & Trautmann, H. (2018). evoStream — Evolutionary Stream Clustering Utilizing Idle Times. Big Data Research, 14, 101–111.
Mehr Details BibTeX DOI

@article{CarneinT2018EvoStream,
  author = {Matthias Carnein and Heike Trautmann},
  title = {evoStream --- Evolutionary Stream Clustering Utilizing Idle Times},
  journal = {Big Data Research},
  year = {2018},
  volume = {14},
  pages = {101--111},
  doi = {10.1016/j.bdr.2018.05.005},
  note = {Publication status: Published}
}

Kerschke, P., Kotthoff, L., Bossek, J., Hoos, H. H., & Trautmann, H. (2018). Leveraging TSP Solver Complementarity through Machine Learning. Evolutionary Computation (ECJ), 26(4), 597–620.
Mehr Details BibTeX Gesamter Text DOI

@article{KerschkeKBHT2018Leveraging,
  author = {Pascal Kerschke and Lars Kotthoff and Jakob Bossek and Holger H. Hoos and Heike Trautmann},
  title = {Leveraging TSP Solver Complementarity through Machine Learning},
  journal = {Evolutionary Computation (ECJ)},
  year = {2018},
  volume = {26},
  number = {4},
  pages = {597--620},
  doi = {10.1162/evco_a_00215},
  url = {https://www.mitpressjournals.org/doi/abs/10.1162/evco_a_00215},
  note = {Publication status: Published}
}

Li, L., Wang, Y., Trautmann, H., Jing, N., & Emmerich, M. (2018). Multiobjective evolutionary algorithms based on target region preferences. Swarm and Evolutionary Computation, 40, 196–215.
Mehr Details BibTeX Gesamter Text DOI

@article{LiWTJE2018Multiobjective,
  author = {L Li and Y Wang and H Trautmann and N Jing and M Emmerich},
  title = {Multiobjective evolutionary algorithms based on target region preferences},
  journal = {Swarm and Evolutionary Computation},
  year = {2018},
  volume = {40},
  pages = {196--215},
  doi = {10.1016/j.swevo.2018.02.006},
  url = {http://www.sciencedirect.com/science/article/pii/S2210650217304698},
  note = {Publication status: Published}
}

2017

Forschungsartikel (Buchbeitrag)

Adrián, S. H. V., Lara, A., Trautmann, H., Rudolph, G., & Schütze, O. (2017). The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems. In Schütze, O., Trujillo, L., Legrand, P., & Maldonado, Y. (Eds.), NEO 15 (pp. 281–330). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{AdrianLTRS2017TheDirected,
  author = {Sosa Hernández V Adrián and A Lara and H Trautmann and G Rudolph and O Schütze},
  title = {The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems},
  booktitle = {NEO 15},
  pages = {281--330},
  editor = {O Schütze and L Trujillo and P Legrand and Y Maldonado},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-44003-3},
  doi = {10.1007/978-3-319-44003-3_12},
  url = {http://dx.doi.org/10.1007/978-3-319-44003-3_12},
  note = {Publication status: Published}
}

Li, L., Yevseyeva, I., Basto-Fernandes, V., Trautmann, H., Jing, N., & Emmerich, M. (2017). Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms. In Trautmann, H., Rudolph, G., Klamroth, K., Schütze, O., Wiecek, M., Jin, Y., & Grimme, C. (Eds.), Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings (pp. 406–421). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{LiYBFTJE2017BuildingAnd,
  author = {L Li and I Yevseyeva and V Basto-Fernandes and H Trautmann and N Jing and M Emmerich},
  title = {Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {406--421},
  editor = {H Trautmann and G Rudolph and K Klamroth and O Schütze and M Wiecek and Y Jin and C Grimme},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_28},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_28},
  note = {Publication status: Published}
}

Tierney, K., Handali, J., Grimme, C., & Trautmann, H. (2017). Multi-objective Optimization for Liner Shipping Fleet Repositioning. In Trautmann, H., Rudolph, G., Klamroth, K., Schütze, O., Wiecek, M., Jin, Y., & Grimme, C. (Eds.), Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings (pp. 622–638). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{TierneyHGT2017MultiObjective,
  author = {K Tierney and J Handali and C Grimme and H Trautmann},
  title = {Multi-objective Optimization for Liner Shipping Fleet Repositioning},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {622--638},
  editor = {H Trautmann and G Rudolph and K Klamroth and O Schütze and M Wiecek and Y Jin and C Grimme},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_42},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_42},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Carnein, M., Assenmacher, D., & Trautmann, H. (2017). An Empirical Comparison of Stream Clustering Algorithms. In Proceedings of the ACM International Conference on Computing Frontiers (CF '17), Siena, Italy, 361–365.
Mehr Details BibTeX DOI

@inproceedings{CarneinAT2017AnEmpirical,
  author = {Matthias Carnein and Dennis Assenmacher and Heike Trautmann},
  title = {An Empirical Comparison of Stream Clustering Algorithms},
  booktitle = {Proceedings of the ACM International Conference on Computing Frontiers (CF '17)},
  pages = {361--365},
  year = {2017},
  address = {Siena, Italy},
  isbn = {978-1-4503-4487-6/17/05},
  doi = {10.1145/3075564.3078887},
  note = {Publication status: Published}
}

Carnein, M., Assenmacher, D., & Trautmann, H. (2017). Stream Clustering of Chat Messages with Applications to Twitch Streams. In de Cesare, S., & Ulrich, F. (Eds.), Proceedings of the 36th International Conference on Conceptual Modeling (ER'17) (pp. 79–88). Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{CarneinAT2017StreamClustering,
  author = {Matthias Carnein and Dennis Assenmacher and Heike Trautmann},
  title = {Stream Clustering of Chat Messages with Applications to Twitch Streams},
  booktitle = {Proceedings of the 36$^{th}$ International Conference on Conceptual Modeling (ER'17)},
  pages = {79--88},
  editor = {Sergio {de Cesare} and Frank Ulrich},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Valencia, Spain},
  isbn = {978-3-319-70625-2},
  doi = {10.1007/978-3-319-70625-2_8},
  note = {Publication status: Published}
}

Carnein, M., Heuchert, M., Homann, L., Trautmann, H., Vossen, G., Becker, J., & Kraume, K. (2017). Towards Efficient and Informative Omni-Channel Customer Relationship Management. In de Cesare, S., & Ulrich, F. (Eds.), Proceedings of the 36th International Conference on Conceptual Modeling (ER'17) (pp. 69–78). Lecture Notes in Computer Science: Vol. 10651. Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{CarneinHHTVBK2017TowardsEfficient,
  author = {Matthias Carnein and Markus Heuchert and Leschek Homann and Heike Trautmann and Gottfried Vossen and Jörg Becker and Karsten Kraume},
  title = {Towards Efficient and Informative Omni-Channel Customer Relationship Management},
  booktitle = {Proceedings of the 36$^{th}$ International Conference on Conceptual Modeling (ER'17)},
  pages = {69--78},
  series = {Lecture Notes in Computer Science},
  volume = {10651},
  editor = {Sergio {de Cesare} and Frank Ulrich},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Valencia, Spain},
  isbn = {978-3-319-70625-2},
  doi = {10.1007/978-3-319-70625-2_7},
  note = {Publication status: Published}
}

Carnein, M., Homann, L., Trautmann, H., Vossen, G., & Kraume, K. (2017). Customer Service in Social Media — An Empirical Study of the Airline Industry. In Bernhard, M. a. N. R. a. H. S. a. M. K. a. A. T. a. O. K. a. M. W. (Ed.), Proceedings of the 17th Conference on Database Systems for Business, Technology, and Web (BTW '17) (pp. 33–40). Lecture Notes in Informatics (LNI): Vol. P-266. Gesellschaft für Informatik.
Mehr Details BibTeX

@inproceedings{CarneinHTVK2017CustomerService,
  author = {Matthias Carnein and Leschek Homann and Heike Trautmann and Gottfried Vossen and Karsten Kraume},
  title = {Customer Service in Social Media --- An Empirical Study of the Airline Industry},
  booktitle = {Proceedings of the 17$^{th}$ Conference on Database Systems for Business, Technology, and Web (BTW '17)},
  pages = {33--40},
  series = {Lecture Notes in Informatics (LNI)},
  volume = {P-266},
  editor = {Mitschang and Norbert Ritter and Holger Schwarz and Meike Klettke and Andreas Thor and Oliver Kopp and Matthias Wieland Bernhard},
  year = {2017},
  publisher = {Gesellschaft für Informatik},
  address = {Stuttgart, Germany},
  issn = {978-3-88579-660-2},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Grimme, C., Preuss, M., Adam, L., & Trautmann, H. (2017). Social Bots: Human-Like by Means of Human Control?. Big Data, 5(4), 279–293.
Mehr Details BibTeX Gesamter Text DOI

@article{GrimmePAT2017SocialBots,
  author = {C Grimme and M Preuss and L Adam and H Trautmann},
  title = {Social Bots: Human-Like by Means of Human Control?},
  journal = {Big Data},
  year = {2017},
  volume = {5},
  number = {4},
  pages = {279--293},
  doi = {10.1089/big.2017.0044},
  url = {https://doi.org/10.1089/big.2017.0044},
  note = {Publication status: Published}
}

Arbeitspapier / Working Paper

Trautmann, H., Vossen, G., Homann, L., Carnein, M., & Kraume, K. (2017). Challenges of Data Management and Analytics in Omni-Channel CRM. In Becker, J., Backhaus, K., Dugas, M., Hellingrath, B., Hoeren, T., Klein, S., Kuchen, H., Trautmann, H., & Vossen, G. (Eds.), ERCIS Working Papers: Vol. 28. Münster: European Research Center for Information Systems.
Mehr Details BibTeX

@techreport{TrautmannVHCK2017Challenges,
  author = {Heike Trautmann and Gottfried Vossen and Leschek Homann and Matthias Carnein and Karsten Kraume},
  title = {Challenges of Data Management and Analytics in Omni-Channel CRM},
  institution = {European Research Center for Information Systems},
  series = {ERCIS Working Papers},
  number = {28},
  volume = {28},
  editor = {J Becker and K Backhaus and M Dugas and B Hellingrath and T Hoeren and S Klein and H Kuchen and H Trautmann and G Vossen},
  year = {2017},
  address = {Münster},
  note = {Publication status: Published}
}

2016

Forschungsartikel (Buchbeitrag)

Rudolph, G., Schütze, O., & Trautmann, H. (2016). On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front. In Squillero, G., & Burelli, P. (Eds.), Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II (pp. 42–55). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{RudolphST2016OnTheClosest,
  author = {G Rudolph and O Schütze and H Trautmann},
  title = {On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front},
  booktitle = {Applications of Evolutionary Computation: 19$^{th}$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 --- April 1, 2016, Proceedings, Part II},
  pages = {42--55},
  editor = {G Squillero and P Burelli},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-31153-1},
  doi = {10.1007/978-3-319-31153-1_4},
  url = {http://dx.doi.org/10.1007/978-3-319-31153-1_4},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Blot, A., Hoos, H., Jourdan, L., Marmion, M., & Trautmann, H. (2016). MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework. In Joaquin, V. e. a. (Ed.), LION 2016: Learning and Intelligent Optimization (pp. 32–47). LNTCS: Vol. 10079. Cham: Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{BlotHJMT2016MOParamILS,
  author = {A Blot and H Hoos and L Jourdan and M Marmion and H Trautmann},
  title = {MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework},
  booktitle = {LION 2016: Learning and Intelligent Optimization},
  pages = {32--47},
  series = {LNTCS},
  volume = {10079},
  editor = {Vanschooren et al. Joaquin},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-319-50349-3_3},
  note = {Publication status: Published}
}

Bossek, J., & Trautmann, H. (2016). Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers. In Festa, P., Sellmann, M., & Vanschoren, J. (Eds.), Learning and Intelligent Optimization (pp. 48–59). Lecture Notes in Computer Science: Vol. 10079. Springer International Publishing.
Mehr Details BibTeX DOI

@inproceedings{BossekT2016EvolvingInstances,
  author = {J Bossek and H Trautmann},
  title = {Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers},
  booktitle = {Learning and Intelligent Optimization},
  pages = {48--59},
  series = {Lecture Notes in Computer Science},
  volume = {10079},
  editor = {P Festa and M Sellmann and J Vanschoren},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Ischia, Italy},
  isbn = {978-3-319-50348-6},
  doi = {10.1007/978-3-319-50349-3_4},
  note = {Publication status: Published}
}

Bossek, J., & Trautmann, H. (2016). Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference. In Adorni, G., Cagnoni, S., Gori, M., & Maratea, M. (Eds.), AI*IA 2016 Advances in Artificial Intelligence (pp. 3–12). Lecture Notes in Computer Science: Vol. 10037. Cham: Springer.
Mehr Details BibTeX DOI

@inproceedings{BossekT2016Understanding,
  author = {J Bossek and H Trautmann},
  title = {Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP
Solvers with Maximum Performance Difference},
  booktitle = {AI*IA 2016 Advances in Artificial Intelligence},
  pages = {3--12},
  series = {Lecture Notes in Computer Science},
  volume = {10037},
  editor = {G Adorni and S Cagnoni and M Gori and M Maratea},
  year = {2016},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-319-49129-5},
  doi = {10.1007/978-3-319-49130-11},
  note = {Publication status: Published}
}

Kerschke, P., Preuss, M., Wessing, S., & Trautmann, H. (2016). Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '16), Denver, CO, USA, 229–236.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KerschkePWT2016LowBudgetExploratory,
  author = {Pascal Kerschke and Mike Preuss and Simon Wessing and Heike Trautmann},
  title = {Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models},
  booktitle = {Proceedings of the 18$^{th}$ Annual Conference on Genetic and Evolutionary Computation},
  pages = {229--236},
  year = {2016},
  address = {Denver, CO, USA},
  isbn = {978-1-4503-4206-3},
  doi = {10.1145/2908812.2908845},
  url = {http://dl.acm.org/ft_gateway.cfm?id=2908845&ftid=1769968&dwn=1&CFID=713009283&CFTOKEN=63074777},
  note = {Publication status: Published}
}

Kerschke, P., & Trautmann, H. (2016). The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Kanada.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KerschkeT2016TheRPackage,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  year = {2016},
  address = {Vancouver, BC, Kanada},
  doi = {10.1109/CEC.2016.7748359},
  url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7748359},
  note = {Publication status: Published}
}

Kerschke, P., Wang, H., Preuss, M., Grimme, C., Deutz, A., Trautmann, H., & Emmerich, M. (2016). Towards Analyzing Multimodality of Multiobjective Landscapes. In Proceedings of the 14th International Conference on Parallel Problem Solving from Nature (PPSN XIV), Edinburgh, Scotland, 962–972.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KerschkeWPGDTE2016TowardsAnalyzing,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Towards Analyzing Multimodality of Multiobjective Landscapes},
  booktitle = {Proceedings of the 14$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XIV)},
  pages = {962--972},
  series = {Lecture Notes in Computer Science},
  year = {2016},
  publisher = {Springer},
  address = {Edinburgh, Scotland},
  doi = {10.1007/978-3-319-45823-6_90},
  url = {http://link.springer.com/content/pdf/10.1007%2F978-3-319-45823-6_90.pdf},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Neumann, F., & Trautmann, H. (2016). Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211). Dagstuhl Reports, 5(5), 78–79.
Mehr Details BibTeX Gesamter Text DOI

@article{NeumannT2016WorkingGroup,
  author = {F Neumann and H Trautmann},
  title = {Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)},
  journal = {Dagstuhl Reports},
  year = {2016},
  volume = {5},
  number = {5},
  pages = {78--79},
  doi = {10.4230/DagRep.5.5.57},
  url = {http://drops.dagstuhl.de/opus/volltexte/2016/5402},
  note = {Publication status: Published}
}

Rudolph, G., Schütze, O., Grimme, C., Domínguez-Medina, C., & Trautmann, H. (2016). Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results. Computational Optimization and Applications (Comput. Optim. Appl.), 64(2), 589–618.
Mehr Details BibTeX Gesamter Text DOI

@article{RudolphSGDMT2016OptimalAveraged,
  author = {G Rudolph and O Schütze and C Grimme and C Domínguez-Medina and H Trautmann},
  title = {Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results},
  journal = {Computational Optimization and Applications (Comput. Optim. Appl.)},
  year = {2016},
  volume = {64},
  number = {2},
  pages = {589--618},
  doi = {10.1007/s10589-015-9815-8},
  url = {http://dx.doi.org/10.1007/s10589-015-9815-8},
  note = {Publication status: Published}
}

Schütze, O., Sosa, H. V., Trautmann, H., & Rudolph, G. (2016). The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems. Journal of Heuristics, 22(3), 273–300.
Mehr Details BibTeX DOI

@article{SchuetzeSTR2016TheHypervolume,
  author = {O Schütze and Hernandez VA Sosa and H Trautmann and G Rudolph},
  title = {The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems},
  journal = {Journal of Heuristics},
  year = {2016},
  volume = {22},
  number = {3},
  pages = {273--300},
  doi = {10.1007/s10732-016-9310-0},
  note = {Publication status: Published}
}

2015

Forschungsartikel in Sammelband (Konferenz)

Chinnov, A., Kerschke, P., Meske, C., Stieglitz, S., & Trautmann, H. (2015). An Overview of Topic Discovery in Twitter Communication through Social Media Analytics. In Proceedings of the 20th Americas Conference on Information Systems (AMCIS '15), Puerto Rico, 1–10.
Mehr Details BibTeX Gesamter Text

@inproceedings{ChinnovKMST2015AnOverview,
  author = {Andrey Chinnov and Pascal Kerschke and Christian Meske and Stefan Stieglitz and Heike Trautmann},
  title = {An Overview of Topic Discovery in Twitter Communication through Social Media Analytics},
  booktitle = {Proceedings of the 20$^{th}$ Americas Conference on Information Systems (AMCIS '15)},
  pages = {1--10},
  year = {2015},
  address = {Puerto Rico},
  isbn = {978-0-9966831-0-4},
  url = {http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1274&context=amcis2015},
  note = {Publication status: Published}
}

Grimme, C., Meisel, S., Trautmann, H., Rudolph, G., & Wölck, M. (2015). Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle. In Proceedings of the European Conference On Information Systems, Münster, Germany.
Mehr Details BibTeX

@inproceedings{GrimmeMTRW2015MultiObjective,
  author = {C Grimme and S Meisel and H Trautmann and G Rudolph and M Wölck},
  title = {Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle},
  booktitle = {Proceedings of the European Conference On Information Systems},
  year = {2015},
  address = {Münster, Germany},
  note = {Publication status: Published}
}

Kerschke, P., Preuss, M., Wessing, S., & Trautmann, H. (2015). Detecting Funnel Structures by Means of Exploratory Landscape Analysis. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15), Madrid, Spain, 265–272.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KerschkePWT2015DetectingFunnel,
  author = {Pascal Kerschke and Mike Preuss and Simon Wessing and Heike Trautmann},
  title = {Detecting Funnel Structures by Means of Exploratory Landscape Analysis},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15)},
  pages = {265--272},
  editor = {Sara Silva},
  year = {2015},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-3472-3},
  doi = {10.1145/2739480.2754642},
  url = {http://doi.acm.org/10.1145/2739480.2754642},
  note = {Publication status: Published}
}

Kotthoff, L., Kerschke, P., Hoos, H. H., & Trautmann, H. (2015). Improving the State of the Art in Inexact TSP Solving using Per-Instance Algorithm Selection. In Dhaenens, C., Jourdan, L., & Marmion, M.-E. (Eds.), Learning and Intelligent Optimization, 9th International Conference (pp. 202–217). Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{KotthoffKHT2015ImprovingThe,
  author = {Lars Kotthoff and Pascal Kerschke and Holger H Hoos and Heike Trautmann},
  title = {Improving the State of the Art in Inexact TSP Solving using Per-Instance Algorithm Selection},
  booktitle = {Learning and Intelligent Optimization, 9$^{th}$ International Conference},
  pages = {202--217},
  editor = {Clarisse Dhaenens and Laetitia Jourdan and Marie-Eléonore Marmion},
  year = {2015},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-319-19084-6_18},
  url = {http://download.springer.com/static/pdf/93/chp%253A10.1007%252F978-3-319-19084-6_18.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-319-19084-6_18&token2=exp=1483628705~acl=%2Fstatic%2Fpdf%2F93%2Fchp%25253A10.1007%25252F978-3-319-},
  note = {Publication status: Published}
}

Meisel, S., Grimme, C., Bossek, J., Wölck, M., Rudolph, G., & Trautmann, H. (2015). Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. In Proceedings of the Genetic and Evolutionary Computation Conference, Madrid, Spain, 425–432.
Mehr Details BibTeX DOI

@inproceedings{MeiselGBWRT2015Evaluation,
  author = {Stephan Meisel and Christian Grimme and Jakob Bossek and Martin Wölck and Guenter Rudolph and Heike Trautmann},
  title = {Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15)},
  pages = {425--432},
  year = {2015},
  address = {Madrid, Spain},
  isbn = {978-1-4503-3472-3},
  doi = {10.1145/2739480.2754705},
  note = {Publication status: Published}
}

Sosa, H. V., Schütze, O., Trautmann, H., & Rudolph, G. (2015). On the Behavior of Stochastic Local Search within Parameter Dependent MOPs. In Proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, Guimaraes, Portugal, 126–140.
Mehr Details BibTeX DOI

@inproceedings{SosaSTR2015OnTheBehavior,
  author = {Hernandez V Sosa and O Schütze and H Trautmann and G Rudolph},
  title = {On the Behavior of Stochastic Local Search within Parameter Dependent MOPs},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 8$^{th}$ International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II},
  pages = {126--140},
  series = {Lecture Notes in Computer Science},
  volume = {9019},
  editor = {António Gaspar-Cunha and Antunes Carlos Henggeler and Coello Carlos Coello},
  year = {2015},
  address = {Guimaraes, Portugal},
  isbn = {978-3-319-15891-4},
  issn = {0302-9743},
  doi = {10.1007/978-3-319-15892-1_9},
  note = {Publication status: Published}
}

Abstract in Online-Sammlung (Konferenz)

Martí, L., Grimme, C., Kerschke, P., Trautmann, H., & Rudolph, G. (2015). Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms. Poster session presented at the Genetic and Evolutionary Computation Conference (GECCO '15), Madrid, Spain.
Mehr Details BibTeX Gesamter Text DOI

@misc{MartiGKTR2015AveragedHausdorff,
  author = {Luis Martí and Christian Grimme and Pascal Kerschke and Heike Trautmann and Günter Rudolph},
  title = {Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms},
  year = {2015},
  doi = {10.1145/2739482.2764631},
  url = {http://doi.acm.org/10.1145/2739482.2764631},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Brockhoff, D., Wagner, T., & Trautmann, H. (2015). R2 Indicator Based Multiobjective Search. Evolutionary Computation Journal, 23(3), 369–395.
Mehr Details BibTeX Gesamter Text DOI

@article{BrockhoffWT2015R2Indicator,
  author = {D Brockhoff and T Wagner and H Trautmann},
  title = {R2 Indicator Based Multiobjective Search},
  journal = {Evolutionary Computation Journal},
  year = {2015},
  volume = {23},
  number = {3},
  pages = {369--395},
  doi = {10.1162/EVCO_a_00135},
  url = {https://hal.inria.fr/hal-01329559},
  note = {Publication status: Published}
}

Mersmann, O., Preuss, M., Trautmann, H., Bischl, B., & Weihs, C. (2015). Analyzing the BBOB Results by Means of Benchmarking Concepts. Evolutionary Computation Journal, 23(1), 161–185.
Mehr Details BibTeX

@article{MersmannPTBW2015AnalyzingThe,
  author = {O Mersmann and M Preuss and H Trautmann and B Bischl and C Weihs},
  title = {Analyzing the BBOB Results by Means of Benchmarking Concepts},
  journal = {Evolutionary Computation Journal},
  year = {2015},
  volume = {23},
  number = {1},
  pages = {161--185},
  note = {Publication status: Published}
}

Forschungsartikel in Online-Sammlung

Martí, L., Grimme, C., Kerschke, P., Trautmann, H., & Rudolph, G. (2015). Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms.
Mehr Details Gesamter Text DOI

2014

Forschungsartikel (Buchbeitrag)

Kerschke, P., Preuss, M., Hernández, C., Schütze, O., Sun, J.-Q., Grimme, C., Rudolph, G., Bischl, B., & Trautmann, H. (2014). Cell Mapping Techniques for Exploratory Landscape Analysis. In Tantar, A.-A., Tantar, E., Sun, J.-Q., Zhang, W., Ding, Q., Schütze, O., Emmerich, M. T. M., Legrand, P., Del, M. P., & Coello, C. C. A. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V (pp. 115–131). Advances in Intelligent Systems and Computing: Vol. 288. Cham: Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{KerschkePHSSGRBT2014CellMapping,
  author = {Pascal Kerschke and Mike Preuss and Carlos Hernández and Oliver Schütze and Jian-Qiao Sun and Christian Grimme and Günter Rudolph and Bernd Bischl and Heike Trautmann},
  title = {Cell Mapping Techniques for Exploratory Landscape Analysis},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {115--131},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {Alexandru-Adrian Tantar and Emilia Tantar and Jian-Qiao Sun and Wei Zhang and Qian Ding and Oliver Schütze and Michael T M Emmerich and Pierrick Legrand and Moral Pierre Del and Coello Carlos A Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_9},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_9},
  note = {Publication status: Published}
}

Rudolph, G., Schütze, O., Grimme, C., & Trautmann, H. (2014). A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets. In Tantar, A., Tantar, E., Sun, J., Zhang, W., Ding, Q., Schütze, O., Emmerich, M., Legrand, P., Del, M. P., & Coello, C. C. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V (pp. 261–273). Advances in Intelligent Systems and Computing: Vol. 288. Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{RudolphSGT2014AMultiobjective,
  author = {G Rudolph and O Schütze and C Grimme and H Trautmann},
  title = {A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {261--273},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {A Tantar and E Tantar and J Sun and W Zhang and Q Ding and O Schütze and M Emmerich and P Legrand and Moral P Del and Coello CA Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_18},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_18},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Rudolph, G., Grimme, C., Schütze, O., & Trautmann, H. (2014). An Aspiration Set EMOA Based on Averaged Hausdorff Distances. In Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), Gainesville, Florida, USA, 153–156.
Mehr Details BibTeX Gesamter Text

@inproceedings{RudolphGST2014AnAspiration,
  author = {Günter Rudolph and Christian Grimme and Oliver Schütze and Heike Trautmann},
  title = {An Aspiration Set EMOA Based on Averaged Hausdorff Distances},
  booktitle = {Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8)},
  pages = {153--156},
  series = {Lecture Notes in Computer Science},
  volume = {8426},
  year = {2014},
  publisher = {Springer},
  address = {Gainesville, Florida, USA},
  url = {http://www.caopt.com/LION8/Papers/Gunther.pdf},
  note = {Publication status: Published}
}

Wessing, S., Preuss, M., & Trautmann, H. (2014). Stopping Criteria for Multimodal Optimization. In Proceedings of the Parallel Problem Solving from Nature — PPSN XIII, Ljubljana, Slovenia, 141–150.
Mehr Details BibTeX Gesamter Text DOI

@inproceedings{WessingPT2014StoppingCriteria,
  author = {S Wessing and M Preuss and H Trautmann},
  title = {Stopping Criteria for Multimodal Optimization},
  booktitle = {Proceedings of the Parallel Problem Solving from Nature --- PPSN XIII},
  pages = {141--150},
  series = {Lecture Notes in Computer Science},
  volume = {8672},
  editor = {T Bartz-Beielstein and J Branke and B Filipic and J Smith},
  year = {2014},
  publisher = {Springer},
  address = {Ljubljana, Slovenia},
  doi = {10.1007/978-3-319-10762-2_14},
  url = {http://dx.doi.org/10.1007/978-3-319-10762-2_14},
  note = {Publication status: Published}
}

2013

Forschungsartikel (Buchbeitrag)

Sosa, H. V., Schütze, O., Rudolph, G., & Trautmann, H. (2013). The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume. In Emmerich, M., Deutz, A., Schuetze, O., Bäck, T., Tantar, A., Moral, P., Legrand, P., Bouvry, P., & Coello, C. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV (pp. 189–205). Advances in Intelligent Systems and Computing: Vol. 227. Springer International Publishing.
Mehr Details BibTeX Gesamter Text DOI

@incollection{SosaSRT2013TheDirected,
  author = {Hernández V Sosa and O Schütze and G Rudolph and H Trautmann},
  title = {The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV},
  pages = {189--205},
  series = {Advances in Intelligent Systems and Computing},
  volume = {227},
  editor = {M Emmerich and A Deutz and O Schuetze and T Bäck and A Tantar and PD Moral and P Legrand and P Bouvry and CA Coello},
  year = {2013},
  publisher = {Springer International Publishing},
  isbn = {978-3-319-01127-1},
  doi = {10.1007/978-3-319-01128-8_13},
  url = {http://dx.doi.org/10.1007/978-3-319-01128-8_13},
  note = {Publication status: Published}
}

Trautmann, H., Rudolph, G., Dominguez-Medina, C., & Schütze, O. (2013). Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems. In Schütze, O., Coello, C. C., Tantar, A., Tantar, E., Bouvry, P., Del, M. P., & Legrand, P. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II (pp. 89–105). Advances in Intelligent Systems and Computing: Vol. 175. Springer Berlin Heidelberg.
Mehr Details BibTeX Gesamter Text DOI

@incollection{TrautmannRDMS2013FindingEvenly,
  author = {H Trautmann and G Rudolph and C Dominguez-Medina and O Schütze},
  title = {Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II},
  pages = {89--105},
  series = {Advances in Intelligent Systems and Computing},
  volume = {175},
  editor = {O Schütze and Coello CA Coello and A Tantar and E Tantar and P Bouvry and Moral P Del and P Legrand},
  year = {2013},
  publisher = {Springer Berlin Heidelberg},
  isbn = {978-3-642-31518-3},
  doi = {10.1007/978-3-642-31519-0_6},
  url = {http://dx.doi.org/10.1007/978-3-642-31519-0_6},
  note = {Publication status: Published}
}

Forschungsartikel in Sammelband (Konferenz)

Dominguez-Medina, C., Rudolph, G., Schütze, O., & Trautmann, H. (2013). Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique. In Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC), Cancun, Mexico, 3190–3197.
Mehr Details BibTeX

@inproceedings{DominguezMedinaRST2013EvenlySpaced,
  author = {C Dominguez-Medina and G Rudolph and O Schütze and H Trautmann},
  title = {Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique},
  booktitle = {Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)},
  pages = {3190--3197},
  year = {2013},
  address = {Cancun, Mexico},
  note = {Publication status: Published}
}

Nallaperuma, S., Wagner, M., Neumann, F., Bischl, B., Mersmann, O., & Trautmann, H. (2013). A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem. In Proceedings of the FOGA, Adelaide, Australia, 147–160.
Mehr Details BibTeX

@inproceedings{NallaperumaWNBMT2013AFeatureBased,
  author = {S Nallaperuma and M Wagner and F Neumann and B Bischl and O Mersmann and H Trautmann},
  title = {A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem},
  booktitle = {Foundations of Genetic Algorithms XII, forthcoming},
  pages = {147--160},
  editor = {F Neumann and K {de Jong}},
  year = {2013},
  address = {Adelaide, Australia},
  note = {Publication status: Published}
}

Preuss, M., Kozakowski, D., Hagelbäck, J., & Trautmann, H. (2013). Reactive strategy choice in StarCraft by means of Fuzzy Control. In Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), Niagara Falls, ON, Canada, 1–8.
Mehr Details BibTeX

@inproceedings{PreussKHT2013ReactiveStrategy,
  author = {M Preuss and D Kozakowski and J Hagelbäck and H Trautmann},
  title = {Reactive strategy choice in StarCraft by means of Fuzzy Control},
  booktitle = {Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG)},
  pages = {1--8},
  year = {2013},
  address = {Niagara Falls, ON, Canada,},
  note = {Publication status: Published}
}

Rudolph, G., Trautmann, H., Sengupta, S., & Schütze, O. (2013). Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. In Purshouse, R., Fleming, P., Fonseca, C., Greco, S., & Shaw, J. (Eds.), Evolutionary Multi-Criterion Optimization — 7th International Conference, EMO 2013, Sheffield, UK, Proceedings (pp. 443–458). Lecture Notes in Computer Science: Vol. 7811. Springer.
Mehr Details BibTeX

@inproceedings{RudolphTSS2013EvenlySpaced,
  author = {G Rudolph and H Trautmann and S Sengupta and O Schütze},
  title = {Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 7$^{th}$ International Conference, EMO 2013, Sheffield, UK, Proceedings},
  pages = {443--458},
  series = {Lecture Notes in Computer Science},
  volume = {7811},
  editor = {RC Purshouse and PJ Fleming and CM Fonseca and S Greco and J Shaw},
  year = {2013},
  publisher = {Springer},
  note = {Publication status: Published}
}

Sosa-Hernandez, V., Schütze, O., Rudoph, G., & Trautmann, H. (2013). Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms. In Proceedings of the GECCO 2013, Amsterdam (Netherlands), 1699–1702.
Mehr Details BibTeX DOI

@inproceedings{SosaHernandezSRT2013DirectedSearch,
  author = {VA Sosa-Hernandez and O Schütze and G Rudoph and H Trautmann},
  title = {Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms},
  booktitle = {Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion},
  pages = {1699--1702},
  series = {GECCO '13 Companion},
  year = {2013},
  publisher = {ACM},
  address = {New York, NY, USA},
  doi = {10.1145/2464576.2482756},
  note = {Publication status: Published}
}

Trautmann, H., Wagne, T., & Brockhoff, D. (2013). R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. In Proceedings of the Learning and Intelligent Optimization Conference 7, Catania, Italy, 70–74.
Mehr Details BibTeX

@inproceedings{TrautmannWB2013R2EMOAFocused,
  author = {H Trautmann and T Wagne and D Brockhoff},
  title = {R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection},
  booktitle = {Proceedings of the Learning and Intelligent Optimization Conference 7},
  pages = {70--74},
  series = {Lecture Notes in Computer Science},
  volume = {7997},
  editor = {H Trautmann and T Wagner and D Brockhoff},
  year = {2013},
  address = {Catania, Italy},
  note = {Publication status: Published}
}

Wagner, T., Trautmann, H., & Brockhoff, D. (2013). Preference Articulation by Means of the R2 Indicator. In Purshouse, R. C., Fleming, P. J., Fonseca, C. M., Greco, S., & Shaw, J. (Eds.), Evolutionary Multi-Criterion Optimization — 7th International Conference, EMO 2013, Sheffield, UK, Proceedings (pp. 81–95). Lecture Notes in Computer Science: Vol. 7811. Springer.
Mehr Details BibTeX

@inproceedings{WagnerTB2013Preference,
  author = {T Wagner and H Trautmann and D Brockhoff},
  title = {Preference Articulation by Means of the R2 Indicator},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 7$^{th}$ International Conference, EMO 2013, Sheffield, UK, Proceedings},
  pages = {81--95},
  series = {Lecture Notes in Computer Science},
  volume = {7811},
  editor = {R C Purshouse and P J Fleming and C M Fonseca and S Greco and J Shaw},
  year = {2013},
  publisher = {Springer},
  address = {Sheffield, UK,},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Mersmann, O., Bischl, B., Trautmann, H., Wagner, M., Bossek, J., & Neumann, F. (2013). A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem. Annals of Mathematics and Artificial Intelligence, 69, 151–182.
Mehr Details BibTeX

@article{MersmannBTWBN2013ANovelFeatureBased,
  author = {O Mersmann and B Bischl and H Trautmann and M Wagner and J Bossek and F Neumann},
  title = {A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem},
  journal = {Annals of Mathematics and Artificial Intelligence},
  year = {2013},
  volume = {69},
  pages = {151--182},
  note = {Publication status: Published}
}

Trautmann, H., Wagner, T., Biermann, D., & Weihs, C. (2013). Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index. Journal of Multi-Criteria Decision Analysis, 20(5-6), 319–337.
Mehr Details BibTeX

@article{TrautmannWBW2013IndicatorBased,
  author = {H Trautmann and T Wagner and D Biermann and C Weihs},
  title = {Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index},
  journal = {Journal of Multi-Criteria Decision Analysis},
  year = {2013},
  volume = {20},
  number = {5-6},
  pages = {319--337},
  note = {Publication status: Published}
}

2012

Forschungsartikel in Sammelband (Konferenz)

Bischl, B., Mersmann, O., Trautmann, H., & Preuss, M. (2012). Algorithm selection based on exploratory landscape analysis and cost-sensitive learning. In Soule, T., & Moore, J. (Eds.), Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA (pp. 313–320). ACM.
Mehr Details BibTeX

@inproceedings{BischlMTP2012AlgorithmSelection,
  author = {B Bischl and O Mersmann and H Trautmann and M Preuss},
  title = {Algorithm selection based on exploratory landscape analysis and cost-sensitive learning},
  booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA},
  pages = {313--320},
  editor = {T Soule and JH Moore},
  year = {2012},
  publisher = {ACM},
  note = {Publication status: Published}
}

Brockhoff, D., Wagner, T., & Trautmann, H. (2012). On the Properties of the R2 Indicator. In Soule, T., & others, (Eds.), Proc. 14th Int'l. Genetic and Evolutionary Computation Conference (GECCO '12) (pp. 465–472). ACM.
Mehr Details BibTeX DOI

@inproceedings{BrockhoffWT2012OnTheProperties,
  author = {D Brockhoff and T Wagner and H Trautmann},
  title = {On the Properties of the R2 Indicator},
  booktitle = {Proc. 14$^{th}$ Int'l. Genetic and Evolutionary Computation Conference (GECCO '12)},
  pages = {465--472},
  editor = {T Soule and  others},
  year = {2012},
  publisher = {ACM},
  doi = {10.1145/2330163.2330230},
  note = {Publication status: Published}
}

Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., & Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. In Hamadi, Y., & Schoenauer, M. (Eds.), Learning and Intelligent Optimization — 6th International Conference, LION 6, Paris (pp. 115–129). Lecture Notes in Computer Science: Vol. 7219. Springer.
Mehr Details BibTeX

@inproceedings{MersmannBBTWN2012LocalSearch,
  author = {O Mersmann and B Bischl and J Bossek and H Trautmann and M Wagner and F Neumann},
  title = {Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness},
  booktitle = {Learning and Intelligent Optimization --- 6$^{th}$ International Conference, LION 6, Paris},
  pages = {115--129},
  series = {Lecture Notes in Computer Science},
  volume = {7219},
  editor = {Y Hamadi and M Schoenauer},
  year = {2012},
  publisher = {Springer},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Bischl, B., Mersmann, O., Trautmann, H., & Weihs, C. (2012). Resampling Methods in Model Validation. Evolutionary Computation Journal, 20(2), 249–275.
Mehr Details BibTeX DOI

@article{BischlMTW2012Resampling,
  author = {B Bischl and O Mersmann and H Trautmann and C Weihs},
  title = {Resampling Methods in Model Validation},
  journal = {Evolutionary Computation Journal},
  year = {2012},
  volume = {20},
  number = {2},
  pages = {249--275},
  doi = {10.1162/EVCO_a_00069},
  note = {Publication status: Published}
}

Rudolph, G., Trautmann, H., & Schütze, O. (2012). Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. at-Automatisierungstechnik, 60, 610–621.
Mehr Details BibTeX DOI

@article{RudolphTS2012HomogeneApproximation,
  author = {G Rudolph and H Trautmann and O Schütze},
  title = {Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen},
  journal = {at-Automatisierungstechnik},
  year = {2012},
  volume = {60},
  pages = {610--621},
  doi = {10.1524/auto.2012.1033},
  note = {Publication status: Published}
}

2011

Forschungsartikel in Sammelband (Konferenz)

Gerstl, K., Rudolph, G., Schütze, O., & Trautmann, H. (2011). Finding evenly spaced fronts for multiobjective control via averaging Hausdorff-measure. In Proceedings of 8th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), 1–6.
Mehr Details BibTeX DOI

@inproceedings{GerstlRST2011FindingEvenly,
  author = {K Gerstl and G Rudolph and O Schütze and H Trautmann},
  title = {Finding evenly spaced fronts for multiobjective control via averaging Hausdorff-measure},
  booktitle = {Proceedings of 8$^{th}$ International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)},
  pages = {1--6},
  year = {2011},
  publisher = {IEEE Press},
  doi = {10.1109/ICEEE.2011.6106656},
  note = {Publication status: Published}
}

Mersmann, O., Bischl, B., Trautmann, H., Preuss, M., Weihs, C., & Rudolph, G. (2011). Exploratory landscape analysis. In Proceedings of the 13th annual conference on Genetic and evolutionary computation, 829–836.
Mehr Details BibTeX

@inproceedings{MersmannBTPWR2011Exploratory,
  author = {O Mersmann and B Bischl and H Trautmann and M Preuss and C Weihs and G Rudolph},
  title = {Exploratory landscape analysis},
  booktitle = {Proceedings of the 13$^{th}$ annual conference on Genetic and evolutionary computation},
  pages = {829--836},
  series = {GECCO '11},
  year = {2011},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-0557-0},
  note = {Publication status: Published}
}

Wagner, T., Trautmann, H., & Marti, L. (2011). A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms. In Takahashi, R., Deb, K., Wanner, E., & Greco, S. (Eds.), Evolutionary Multi-Criterion Optimization (pp. 16–30). Lecture Notes in Computer Science: Vol. 6576. Springer Berlin — Heidelberg.
Mehr Details BibTeX

@inproceedings{WagnerTM2011ATaxonomyOf,
  author = {T Wagner and H Trautmann and L Marti},
  title = {A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms},
  booktitle = {Evolutionary Multi-Criterion Optimization},
  pages = {16--30},
  series = {Lecture Notes in Computer Science},
  volume = {6576},
  editor = {R Takahashi and K Deb and E Wanner and S Greco},
  year = {2011},
  publisher = {Springer Berlin --- Heidelberg},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Naujoks, B., Trautmann, H., Wessing, S., & Weihs, C. (2011). Advanced concepts for multi-objective evolutionary optimization in aircraft industry. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 225, 1081–1096.
Mehr Details BibTeX DOI

@article{NaujoksTWW2011AdvancedConcepts,
  author = {B Naujoks and H Trautmann and S Wessing and C Weihs},
  title = {Advanced concepts for multi-objective evolutionary optimization in aircraft industry},
  journal = {Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering},
  year = {2011},
  volume = {225},
  pages = {1081--1096},
  doi = {10.1177/0954410011414120},
  note = {Publication status: Published}
}

2010

Forschungsartikel in Sammelband (Konferenz)

Bischl, B., Mersmann, O., & Trautmann, H. (2010). Resampling Methods in Model Validation. In Bartz-Beielstein, T., Chiarandini, M., Paquete, L., & Preuss, M. (Eds.), Proceedings of the Workshop on Experimental Methods for the Assessment of Computational Systems (WEMACS 2010), Algorithm Engineering Report TR10-2-007. Department of Computer Science, TU Dortmund University.
Mehr Details BibTeX

@inproceedings{BischlMT2010Resampling,
  author = {B Bischl and O Mersmann and H Trautmann},
  title = {Resampling Methods in Model Validation},
  booktitle = {Proceedings of the Workshop on Experimental Methods for the Assessment of Computational Systems (WEMACS 2010), Algorithm Engineering Report TR10-2-007},
  editor = {T Bartz-Beielstein and M Chiarandini and L Paquete and M Preuss},
  year = {2010},
  publisher = {Department of Computer Science, TU Dortmund University},
  note = {Publication status: Published}
}

Ding, J., Wessing, S., Trautmann, H., Mehnen, J., & Naujoks, B. (2010). Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing. In Teti, R. (Ed.), Proceedings of the 7th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME '10). Capri, Italy: Copyright C.O.C. Com. org. Conv.
Mehr Details BibTeX

@inproceedings{DingWTMN2010Sequential,
  author = {J Ding and S Wessing and H Trautmann and J Mehnen and B Naujoks},
  title = {Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing},
  booktitle = {Proceedings of the 7$^{th}$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME '10)},
  editor = {R Teti},
  year = {2010},
  publisher = {Copyright C.O.C. Com. org. Conv.},
  address = {Capri, Italy},
  note = {Publication status: Published}
}

Mersmann, O., Preuss, M., & Trautmann, H. (2010). Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis. In Schaefer, R., Cotta, C., Kolodziej, J., & Rudolph, G. (Eds.), 11th International Conference on Parallel Problem Solving from Nature — PPSN XI, Proceedings, Part I (pp. 73–82). Lecture Notes in Computer Science: Vol. 6238. Springer.
Mehr Details BibTeX

@inproceedings{MersmannPT2010Benchmarking,
  author = {O Mersmann and M Preuss and H Trautmann},
  title = {Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part I},
  pages = {73--82},
  series = {Lecture Notes in Computer Science},
  volume = {6238},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). On the Distribution of EMOA Hypervolumes. In Blum, C., & Battiti, R. (Eds.), Learning and Intelligent Optimization, 4th International Conference, LION 4, Venice, Italy (pp. 333–337). Lecture Notes in Computer Science: Vol. 6073. Springer.
Mehr Details BibTeX

@inproceedings{MersmannTNW2010OnTheDistribution,
  author = {O Mersmann and H Trautmann and B Naujoks and C Weihs},
  title = {On the Distribution of EMOA Hypervolumes},
  booktitle = {Learning and Intelligent Optimization, 4$^{th}$ International Conference, LION 4, Venice, Italy},
  pages = {333--337},
  series = {Lecture Notes in Computer Science},
  volume = {6073},
  editor = {C Blum and R Battiti},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). Benchmarking evolutionary multiobjective optimization algorithms. In Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 1–8.
Mehr Details BibTeX

@inproceedings{MersmannTNW2010Benchmarking,
  author = {O Mersmann and H Trautmann and B Naujoks and C Weihs},
  title = {Benchmarking evolutionary multiobjective optimization algorithms},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain},
  pages = {1--8},
  year = {2010},
  publisher = {IEEE},
  note = {Publication status: Published}
}

Mostaghim, S., Trautmann, H., & Mersmann, O. (2010). Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities. In Schaefer, R., Cotta, C., Kolodziej, J., & Rudolph, G. (Eds.), 11th International Conference on Parallel Problem Solving from Nature — PPSN XI, Proceedings, Part II (pp. 101–110). Lecture Notes in Computer Science: Vol. 6239. Springer.
Mehr Details BibTeX

@inproceedings{MostaghimTM2010PreferenceBased,
  author = {S Mostaghim and H Trautmann and O Mersmann},
  title = {Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part II},
  pages = {101--110},
  series = {Lecture Notes in Computer Science},
  volume = {6239},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

Voss, T., Trautmann, H., & Igel, C. (2010). New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization. In Schaefer, R., Cotta, C., Kolodziej, J., & Rudolph, G. (Eds.), 11th International Conference on Parallel Problem Solving from Nature — PPSN XI, Proceedings, Part II (pp. 260–269). Lecture Notes in Computer Science: Vol. 6239. Springer.
Mehr Details BibTeX

@inproceedings{VossTI2010NewUncertainty,
  author = {T Voss and H Trautmann and C Igel},
  title = {New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part II},
  pages = {260--269},
  series = {Lecture Notes in Computer Science},
  volume = {6239},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

Wagner, T., & Trautmann, H. (2010). Online convergence detection for evolutionary multi-objective algorithms revisited. In Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 1–8.
Mehr Details BibTeX

@inproceedings{WagnerT2010OnlineConvergence,
  author = {T Wagner and H Trautmann},
  title = {Online convergence detection for evolutionary multi-objective algorithms revisited},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain},
  pages = {1--8},
  year = {2010},
  publisher = {IEEE},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Azene, Y., Roy, R., Farrugia, D., Onisa, C., Mehnen, J., & Trautmann, H. (2010). Work roll cooling system design optimisation in presence of uncertainty and constrains. CIRP Journal of Manufacturing Science and Technology, 2, 290–298.
Mehr Details BibTeX DOI

@article{AzeneRFOMT2010WorkRollCooling,
  author = {YT Azene and R Roy and D Farrugia and C Onisa and J Mehnen and H Trautmann},
  title = {Work roll cooling system design optimisation in presence of uncertainty and constrains},
  journal = {CIRP Journal of Manufacturing Science and Technology},
  year = {2010},
  volume = {2},
  pages = {290--298},
  doi = {10.1016/j.cirpj.2010.06.001},
  note = {Publication status: Published}
}

Wagner, T., & Trautmann, H. (2010). Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions. IEEE Transactions on Evolutionary Computation, 14(5), 688–701.
Mehr Details BibTeX DOI

@article{WagnerT2010Integration,
  author = {T Wagner and H Trautmann},
  title = {Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions},
  journal = {IEEE Transactions on Evolutionary Computation},
  year = {2010},
  volume = {14},
  number = {5},
  pages = {688--701},
  doi = {10.1109/TEVC.2010.2058119},
  note = {Publication status: Published}
}

2009

Forschungsartikel in Sammelband (Konferenz)

Naujoks, B., & Trautmann, H. (2009). Online Convergence Detection for Multiobjective Aerodynamic Applications. In Tyrrell, A. (Ed.), Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway (pp. 332–339). IEEE Press.
Mehr Details BibTeX

@inproceedings{NaujoksT2009OnlineConvergence,
  author = {B Naujoks and H Trautmann},
  title = {Online Convergence Detection for Multiobjective Aerodynamic Applications},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway},
  pages = {332--339},
  editor = {A Tyrrell},
  year = {2009},
  publisher = {IEEE Press},
  address = {Trondheim, Norway},
  note = {Publication status: Published}
}

T., W. H. T., & Naujoks, B. (2009). OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing. In Fonseca, C., & Gandibleux, X. (Eds.), Evolutionary Multi-Criterion Optimization (EMO 2009), Lecture Notes in Computer Science (LNCS) 5467 (pp. 198–215). Springer, Berlin.
Mehr Details BibTeX

@inproceedings{TN2009OCDOnline,
  author = {Wagner H. Trautmann T. and B Naujoks},
  title = {OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO 2009), Lecture Notes in Computer Science (LNCS) 5467},
  pages = {198--215},
  editor = {C Fonseca and X Gandibleux},
  year = {2009},
  publisher = {Springer, Berlin},
  note = {Publication status: Published}
}

Trautmann, H., Mehnen, J., & Naujoks, B. (2009). Pareto-Dominance in Noisy Environments. In Tyrrell, A. (Ed.), Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway (pp. 3119–3126). IEEE Press.
Mehr Details BibTeX

@inproceedings{TrautmannMN2009ParetoDominance,
  author = {H Trautmann and J Mehnen and B Naujoks},
  title = {Pareto-Dominance in Noisy Environments},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway},
  pages = {3119--3126},
  editor = {A Tyrrell},
  year = {2009},
  publisher = {IEEE Press},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Trautmann, H., & Mehnen, J. (2009). Statistical Methods for Improving Multi-objective Evolutionary Optimisation. International Journal of Computational Intelligence Research, 5(2), 72–78.
Mehr Details BibTeX DOI

@article{TrautmannM2009Statistical,
  author = {H Trautmann and J Mehnen},
  title = {Statistical Methods for Improving Multi-objective Evolutionary Optimisation},
  journal = {International Journal of Computational Intelligence Research},
  year = {2009},
  volume = {5},
  number = {2},
  pages = {72--78},
  doi = {10.5019/j.ijcir.2009.172},
  note = {Publication status: Published}
}

Trautmann, H., & Mehnen, J. (2009). Preference-Based Pareto-Optimization in Certain and Noisy Environments. Engineering Optimization, 41, 23–38.
Mehr Details BibTeX DOI

@article{TrautmannM2009PreferenceBased,
  author = {H Trautmann and J Mehnen},
  title = {Preference-Based Pareto-Optimization in Certain and Noisy Environments},
  journal = {Engineering Optimization},
  year = {2009},
  volume = {41},
  pages = {23--38},
  doi = {10.1080/03052150802347926},
  note = {Publication status: Published}
}

Trautmann, H., Wagner, T., Naujoks, B., Preuss, M., & Mehnen, J. (2009). Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms. Evolutionary Computation, Special Issue: Twelve Years of EC Research in Dortmund, 17(4), 493–509.
Mehr Details BibTeX

@article{TrautmannWNPM2009Statistical,
  author = {H Trautmann and T Wagner and B Naujoks and M Preuss and J Mehnen},
  title = {Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms},
  journal = {Evolutionary Computation, Special Issue: Twelve Years of EC Research in Dortmund},
  year = {2009},
  volume = {17},
  number = {4},
  pages = {493--509},
  note = {Publication status: Published}
}

2008

Forschungsartikel in Sammelband (Konferenz)

Mehnen, J., & Trautmann, H. (2008). Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing. In Teti, R. (Ed.), Proceedings of the 6th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME '08). Naples, Italy: Copyright C.O.C. Com. org. Conv.
Mehr Details BibTeX

@inproceedings{MehnenT2008RobustMultiObjective,
  author = {J Mehnen and H Trautmann},
  title = {Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing},
  booktitle = {Proceedings of the 6$^{th}$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME '08)},
  editor = {R Teti},
  year = {2008},
  publisher = {Copyright C.O.C. Com. org. Conv.},
  address = {Naples, Italy},
  note = {Publication status: Published}
}

Trautmann, H., Ligges, U., Mehnen, J., & Preuss, M. (2008). A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing. In Rudolph, G., & others, (Eds.), Parallel Problem Solving from Nature (PPSN) (pp. 825–836). Springer, Berlin.
Mehr Details BibTeX

@inproceedings{TrautmannLMP2008AConvergence,
  author = {H Trautmann and U Ligges and J Mehnen and M Preuss},
  title = {A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing},
  booktitle = {Parallel Problem Solving from Nature (PPSN)},
  pages = {825--836},
  editor = {G Rudolph and  others},
  year = {2008},
  publisher = {Springer, Berlin},
  note = {Publication status: Published}
}

2007

Forschungsartikel in Sammelband (Konferenz)

Mehnen, J., Trautmann, H., & Tiwari, A. (2007). Introducing User Preference Using Desirability Functions in Multi-Objective Evolutionary Optimisation of Noisy Processes. In CEC 2007, IEEE Congress on Evolutionary Computation, 2687–2694.
Mehr Details BibTeX

@inproceedings{MehnenTT2007Introducing,
  author = {J Mehnen and H Trautmann and A Tiwari},
  title = {Introducing User Preference Using Desirability Functions in Multi-Objective Evolutionary Optimisation of Noisy Processes},
  booktitle = {CEC 2007, IEEE Congress on Evolutionary Computation},
  pages = {2687--2694},
  editor = {KC Tan and J Xu},
  year = {2007},
  address = {Singapore},
  note = {Publication status: Published}
}

Weihs, C., & Trautmann, H. (2007). Parallel Universes: Multi-Criteria Optimization. In Berthold, M., Morik, K., & Siebes, A. (Eds.), Dagstuhl Seminar Proceedings 07181, Parallel Universes and Local Patterns (pp. ). Schloss Dagstuhl, Germany: Internationales Begegnungs- und Forschungszentrum f�r Informatik (IBFI).
Mehr Details BibTeX

@inproceedings{WeihsT2007ParallelUniverses,
  author = {C Weihs and H Trautmann},
  title = {Parallel Universes: Multi-Criteria Optimization},
  booktitle = {Dagstuhl Seminar Proceedings 07181, Parallel Universes and Local Patterns},
  pages = { },
  editor = {MR Berthold and K Morik and A Siebes},
  year = {2007},
  publisher = {Internationales Begegnungs- und Forschungszentrum f�r Informatik (IBFI)},
  address = {Schloss Dagstuhl, Germany},
  note = {Publication status: Published}
}

2006

Forschungsartikel in Sammelband (Konferenz)

Mehnen, J., & Trautmann, H. (2006). Integration of Expert's Preferences in Pareto Optimization by Desirability Function Techniques. In Teti, R. (Ed.), CIRP ICME '06) — Proceedings of the 5th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (pp. 293–298). Ischia, Italy: C.O.C. Com. org. Conv. CIRP ICME '06.
Mehr Details BibTeX

@inproceedings{MehnenT2006Integration,
  author = {J Mehnen and H Trautmann},
  title = {Integration of Expert's Preferences in Pareto Optimization by Desirability Function Techniques},
  booktitle = {CIRP ICME '06) --- Proceedings of the 5$^{th}$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering},
  pages = {293--298},
  editor = {R Teti},
  year = {2006},
  publisher = {C.O.C. Com. org. Conv. CIRP ICME '06},
  address = {Ischia, Italy},
  note = {Publication status: Published}
}

Forschungsartikel (Zeitschrift)

Trautmann, H., & Weihs, C. (2006). On the Distribution of the Desirability Index using Harrington's Desirability Function. Metrika, 63(2), 207–213.
Mehr Details BibTeX DOI

@article{TrautmannW2006OnTheDistribution,
  author = {H Trautmann and C Weihs},
  title = {On the Distribution of the Desirability Index using Harrington's Desirability Function},
  journal = {Metrika},
  year = {2006},
  volume = {63},
  number = {2},
  pages = {207--213},
  doi = {10.1007/s00184-005-0012-0},
  note = {Publication status: Published}
}

2004

Qualifikationsschrift (Dissertation, Habilitationsschrift)

Trautmann, H. (2004). Qualitätskontrolle in der Industrie anhand von Kontrollkarten für Wünschbarkeitsindizes — Anwendungsfeld Lagerverwaltung.
Mehr Details BibTeX Gesamter Text

@phdthesis{Trautmann2004Qualitaetskontrolle,
  author = {H Trautmann},
  title = {Qualitätskontrolle in der Industrie anhand von Kontrollkarten für Wünschbarkeitsindizes --- Anwendungsfeld Lagerverwaltung},
  school = {},
  year = {2004},
  url = {http://hdl.handle.net/2003/2794},
  note = {Publication status: Published}
}