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Advanced Multi-Objective Optimization Algorithms Sign in to save
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Papers 142
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Comparative Analysis of Indicators for Multiobjective Diversity Optimization2024 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Ksenia Pereverdieva, Andre H. Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer, Michael Emmerich
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MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler2024 arXiv (Cornell University) preprint 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
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Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
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Benchmarking single- and multi-objective optimization algorithms: how to make your experimental data more valuable2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Carola Doerr, Diederick Vermetten, Jacob de Nobel, Thomas Bäck
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Hot Off the Press: A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary Algorithms2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Hao Wang, Angel E. Rodríguez-Fernandez, Lourdes Uribe, Andre H. Deutz, Oziel Cortés-Piña, Oliver Schütze
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Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
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Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
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1124 - Center-Outward $q$-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation2026 Underline Science Inc. other Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Association for Artificial Intelligence 2026, Thomas Baeck, Yingjie Fan, Robin van der Laag, Hao Wang
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Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation2026 Underline Science Inc. other Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Association for Artificial Intelligence 2026, Thomas Baeck, Yingjie Fan, Robin van der Laag, Hao Wang
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Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation0citations
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Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection2026 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Mathieu J.L. Cherpitel, Thomas Bäck, Martijn R. Tannemaat, Anna V. Kononova
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Supplementary material for the paper: Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection0citations
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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Georgios Laskaris, Reuben Brasher, Bas van Stein, Elena Raponi, Thomas Bäck, Florian Neukart
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Pareto Optimization of Non-orthogonal Building Spatial Designs for Thermal and Structural Performance2026 Computational methods in applied sciences conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Ksenia Pereverdieva, André Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer, Michael Emmerich
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Multi-Stakeholder Non-Dominated Sorting Genetic Algorithm-II: Beyond Single Decision Maker Optimization2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Tygo Nijsten, Jan-Pieter L. Dorsman, Michel Mandjes, Erwin Walraven, Maaike Snelder
0citations
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