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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
0citations -
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more
1citations -
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 -
A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary Algorithms2024 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hao Wang, Angel E. Rodríguez-Fernandez, Lourdes Uribe, Andre H. Deutz, Oziel Cortés-Piña, Oliver Schütze
0citations