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Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb
0citations -
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2024 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
6citations -
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
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Per-run Algorithm Selection with Warm-starting using Trajectory-based Features2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Anja Jankovič, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, +1 more
2citations -
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Manuel López‐Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova
0citations -
An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Catalin-Viorel Dinu, Yash J. Patel, Xavier Bonet-Monroig, Hao Wang
2citations -
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova
34citations -
Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation0citations
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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
0citations