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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 -
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb
18citations -
POS0535 QUERY ALGORITHMS AND MACHINE LEARNING METHODS AS TOOLS TO IDENTIFY COMORBIDITIES IN LARGE-SCALE FREE-TEXT BASED FIELDS: A CASE-REPORT2021 Annals of the Rheumatic Diseases conference-abstract Computer Science Machine Learning in Healthcare Open access
Dieter Roehrich, T. Maarseveen, Alfons A den Broeder, Călin D. Popa, Rachel Knevel
0citations -
Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software2022 IEEE Transactions on Evolutionary Computation editorial Computer Science Metaheuristic Optimization Algorithms Research Open access
Thomas Bäck, Carola Doerr, Bernhard Sendhoff, Thomas Stützle
1citations -
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
0citations -
MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler2025 Lecture notes in computer science conference-paper 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
4citations -
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
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 -
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Koen van der Blom, Holger H. Hoos, Chuan Wen Luo, Jeroen Rook
2citations