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Advanced Multi-Objective Optimization Algorithms Sign in to save
Papers per year
Papers 142
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Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
4citations -
MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Diederick Vermetten, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López‐Ibáñez, +2 more
4citations -
Comparative Analysis of Indicators for Multi-objective Diversity Optimization2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Ksenia Pereverdieva, Andre H. Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer, Michael Emmerich
4citations -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems2023 Mathematical and Computational Applications article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hao Wang, Michael Emmerich, Andre H. Deutz, Víctor Adrián Sosa Hernández, Oliver Schütze
3citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
The objective that freed me: a multi-objective local search approach for continuous single-objective optimization2022 Natural Computing article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Pelin Aspar, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann, Christian Grimme
3citations -
Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization2021 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Timo M. Deist, Monika Grewal, Frank J. W. M. Dankers, Tanja Alderliesten, Peter A. N. Bosman
3citations -
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Jonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann
2citations -
Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems2022 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Qi Huang, Roy de Winter, Bas van Stein, Thomas Bäck, Anna V. Kononova
2citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations
Most active Aachen authors
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Thomas Bäck 22,845 citations overall45 papers
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Hao Wang 2,454 citations overall27 papers
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Michael Emmerich 10,006 citations overall24 papers
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Andre H. Deutz 2,261 citations overall18 papers
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Bas van Stein 1,388 citations overall11 papers
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Tanja Alderliesten 2,770 citations overall9 papers
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Roy de Winter 186 citations overall9 papers
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Diederick Vermetten 909 citations overall8 papers
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Anna V. Kononova 1,252 citations overall7 papers
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Giacomo Borghi 113 citations overall6 papers
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Sander van Rijn 216 citations overall5 papers
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Shuaiqun Pan 22 citations overall5 papers
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Michaël Herty 5,606 citations overall4 papers
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Matthijs van Leeuwen 2,277 citations overall4 papers
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Yali Wang 632 citations overall4 papers