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Pascal Kerschke
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Publications
- 2023
- [j14]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) - [c42]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
- [j10]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems. IEEE Trans. Evol. Comput. 26(6): 1306-1320 (2022) - [c38]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
MOLE: digging tunnels through multimodal multi-objective landscapes. GECCO 2022: 592-600 - [i19]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
MOLE: Digging Tunnels Through Multimodal Multi-Objective Landscapes. CoRR abs/2204.10848 (2022) - 2021
- [j9]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) - [c32]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 - [c31]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes. EMO 2021: 632-644 - [p1]Pascal Kerschke, Christian Grimme:
Lifting the Multimodality-Fog in Continuous Multi-objective Optimization. Metaheuristics for Finding Multiple Solutions 2021: 89-111 - 2020
- [c22]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
One PLOT to Show Them All: Visualization of Efficient Sets in Multi-objective Landscapes. PPSN (2) 2020: 154-167 - [c20]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 - [i12]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
One PLOT to Show Them All: Visualization of Efficient Sets in Multi-Objective Landscapes. CoRR abs/2006.11547 (2020) - [i11]Vera Steinhoff, Pascal Kerschke, Christian Grimme:
Empirical Study on the Benefits of Multiobjectivization for Solving Single-Objective Problems. CoRR abs/2006.14423 (2020) - [i8]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) - [i7]Lennart Schäpermeier, Christian Grimme, Pascal Kerschke:
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes. CoRR abs/2011.14395 (2020) - 2019
- [j4]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) - [c19]Christian Grimme, Pascal Kerschke, Heike Trautmann:
Multimodality in Multi-objective Optimization - More Boon than Bane? EMO 2019: 126-138 - 2017
- [c10]Pascal Kerschke, Christian Grimme:
An Expedition to Multimodal Multi-objective Optimization Landscapes. EMO 2017: 329-343 - 2016
- [c5]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
- [c2]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 - [i2]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)
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