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Heike Trautmann
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Publications
- 2023
- [j27]Pelin Aspar, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann, Christian Grimme:
The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. Nat. Comput. 22(2): 271-285 (2023) - [c88]Lennart Schäpermeier, Pascal Kerschke, Christian Grimme, Heike Trautmann:
Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets. EMO 2023: 291-304 - 2022
- [c82]Jeroen Rook, Heike Trautmann, Jakob Bossek, Christian Grimme:
On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems. GECCO Companion 2022: 356-359 - [c80]Janina Susanne Pohl, Dennis Assenmacher, Moritz Vinzent Seiler, Heike Trautmann, Christian Grimme:
Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. ICWSM Workshops 2022 - 2021
- [j23]Christian Grimme, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Mike Preuss, André H. Deutz, Hao Wang, Michael Emmerich:
Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization. Comput. Oper. Res. 136: 105489 (2021) - [j21]Crispin R. Coombs, Patrick Stacey, Peter Kawalek, Boyka Simeonova, Jörg Becker, Katrin Bergener, João Álvaro Carvalho, Marcelo Fantinato, Niels F. Garmann-Johnsen, Christian Grimme, Armin Stein, Heike Trautmann:
What is it about humanity that we can't give away to intelligent machines? A European perspective. Int. J. Inf. Manag. 58: 102311 (2021) - [c76]Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme:
Multi3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of Multiobjectivization. EMO 2021: 311-322 - 2020
- [c72]Jakob Bossek, Christian Grimme, Günter Rudolph, Heike Trautmann:
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. CEC 2020: 1-8 - [c70]Dennis Assenmacher, Lena Adam, Heike Trautmann, Christian Grimme:
Towards Real-Time and Unsupervised Campaign Detection in Social Media. FLAIRS 2020: 303-307 - [c69]Jakob Bossek, Christian Grimme, Heike Trautmann:
Dynamic bi-objective routing of multiple vehicles. GECCO 2020: 166-174 - [c67]Dennis Assenmacher, Lena Clever, Janina Susanne Pohl, Heike Trautmann, Christian Grimme:
A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. HCI (14) 2020: 201-214 - [c62]Vera Steinhoff, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Christian Grimme:
Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. SSCI 2020: 2445-2452 - [i13]Jakob Bossek, Christian Grimme, Günter Rudolph, Heike Trautmann:
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. CoRR abs/2005.13865 (2020) - [i12]Jakob Bossek, Christian Grimme, Heike Trautmann:
Dynamic Bi-Objective Routing of Multiple Vehicles. CoRR abs/2005.13872 (2020) - [i10]Vera Steinhoff, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Christian Grimme:
Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. CoRR abs/2010.01004 (2020) - 2019
- [j14]Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André H. Deutz, Heike Trautmann, Michael T. M. Emmerich:
Search Dynamics on Multimodal Multiobjective Problems. Evol. Comput. 27(4): 577-609 (2019) - [c61]Christian Grimme, Pascal Kerschke, Heike Trautmann:
Multimodality in Multi-objective Optimization - More Boon than Bane? EMO 2019: 126-138 - [c60]Jakob Bossek, Christian Grimme, Stephan Meisel, Günter Rudolph, Heike Trautmann:
Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm. EMO 2019: 516-528 - [c58]Lena Clever, Lena Frischlich, Heike Trautmann, Christian Grimme:
Automated Detection of Nostalgic Text in the Context of Societal Pessimism. MISDOOM 2019: 48-58 - [c57]Dennis Assenmacher, Lena Adam, Lena Frischlich, Heike Trautmann, Christian Grimme:
Inside the Tool Set of Automation: Free Social Bot Code Revisited. MISDOOM 2019: 101-114 - [i9]Dennis Assenmacher, Lena Adam, Lena Frischlich, Heike Trautmann, Christian Grimme:
Openbots. CoRR abs/1902.06691 (2019) - 2018
- [c53]Jakob Bossek, Christian Grimme, Stephan Meisel, Günter Rudolph, Heike Trautmann:
Local search effects in bi-objective orienteering. GECCO 2018: 585-592 - 2017
- [j10]Christian Grimme, Mike Preuss, Lena Adam, Heike Trautmann:
Social Bots: Human-Like by Means of Human Control? Big Data 5(4): 279-293 (2017) - [c46]Kevin Tierney, Joshua Handali, Christian Grimme, Heike Trautmann:
Multi-objective Optimization for Liner Shipping Fleet Repositioning. EMO 2017: 622-638 - [e1]Heike Trautmann, Günter Rudolph, Kathrin Klamroth, Oliver Schütze, Margaret M. Wiecek, Yaochu Jin, Christian Grimme:
Evolutionary Multi-Criterion Optimization - 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings. Lecture Notes in Computer Science 10173, Springer 2017, ISBN 978-3-319-54156-3 [contents] - [i7]Christian Grimme, Mike Preuss, Lena Adam, Heike Trautmann:
Social Bots: Human-Like by Means of Human Control? CoRR abs/1706.07624 (2017) - 2016
- [j9]Günter Rudolph, Oliver Schütze, Christian Grimme, Christian Domínguez-Medina, Heike Trautmann:
Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results. Comput. Optim. Appl. 64(2): 589-618 (2016) - [c37]Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André H. Deutz, Heike Trautmann, Michael Emmerich:
Towards Analyzing Multimodality of Continuous Multiobjective Landscapes. PPSN 2016: 962-972 - 2015
- [c35]Christian Grimme, Stephan Meisel, Heike Trautmann, Günter Rudolph, Martin Wölck:
Multi-objective Analysis of Approaches to Dynamic Routing of a Vehicle. ECIS 2015 - [c32]Stephan Meisel, Christian Grimme, Jakob Bossek, Martin Wölck, Günter Rudolph, Heike Trautmann:
Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. GECCO 2015: 425-432 - [c31]Luis Martí, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph:
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms. GECCO (Companion) 2015: 1427-1428 - [i3]Luis Martí, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph:
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms. CoRR abs/1503.07845 (2015) - 2014
- [c28]Günter Rudolph, Oliver Schütze, Christian Grimme, Heike Trautmann:
An Aspiration Set EMOA Based on Averaged Hausdorff Distances. LION 2014: 153-156
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