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Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies2023 IEEE Congress on Information Science and Technology (CiSt) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck
2citations -
Adaptive Rolling Horizon for operational optimization of multi-energy systems2022 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access
Andreas Kämper, Philipp Geers, Ludger Leenders, André Bardow
2citations -
IOHanalyzer: Detailed performance analyses for iterative optimization heuristics2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck
1citations -
Benchmarking and analyzing iterative optimization heuristics with IOH profiler2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Carola Doerr, Hao Wang, Diederick Vermetten, Thomas Bäck, Jacob de Nobel, Furong Ye
0citations -
Explainable Benchmarking for Iterative Optimization Heuristics2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Bas van Stein, Diederick Vermetten, Anna V. Kononova, Thomas Bäck
2citations -
Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Carola Doerr, Hao Wang, Anna V. Kononova, Thomas Bäck
22citations -
Lipschitz Safe Bayesian Optimization for Automotive Control2024 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Decision Sciences Advanced Bandit Algorithms Research
Johanna Menn, Pietro Pelizzari, Michael Fleps-Dezasse, Sebastian Trimpe
1citations -
Optimizing Causal Interventions in Hybrid Bayesian Networks2024 Lecture notes in networks and systems conference-paper Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more
1citations -
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann
7citations