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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 -
Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm2021 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Michael Streif, Sheir Yarkoni, Andrea Skolik, Florian Neukart, Martin Leib
41citations -
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems2025 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck
0citations -
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Hao Wang, Manuel López‐Ibáñez, Carola Doerr, Thomas Bäck
1citations -
Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Hao Wang, Manuel López‐Ibáñez, Carola Doerr, Thomas Bäck
7citations -
Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
1citations -
Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
0citations -
A distinct four-value blood signature of pyrexia under combination therapy of malignant melanoma with BRAF/MEK-inhibitors evidenced by an algorithm-defined pyrexia score2022 medRxiv preprint Biochemistry, Genetics and Molecular Biology Melanoma and MAPK Pathways Open access
Hannah Schaefer, Albert Rübben, André Esser, Arturo Araujo, Oana‐Diana Persa, Marike M. Leijs
1citations