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Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Jacob de Nobel, Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck
49citations -
Learning multiple defaults for machine learning algorithms2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Christian Müller, Bernd Bischl
28citations -
Using structural bias to analyse the behaviour of modular CMA-ES2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Fabio Caraffini, Bas van Stein, Anna V. Kononova
9citations -
Is there anisotropy in structural bias?2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck
7citations -
One-shot optimization for vehicle dynamics control systems2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
André Thomaser, Anna V. Kononova, Marc-Eric Vogt, Thomas Bäck
7citations -
Meta-learning for symbolic hyperparameter defaults2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access
Pieter Gijsbers, Florian Pfisterer, Jan N. van Rijn, Bernd Bischl, Joaquin Vanschoren
6citations -
Towards realistic optimization benchmarks2020 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Koen van der Blom, Timo M. Deist, Tea Tušar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, +2 more
6citations -
Quantum-enhanced selection operators for evolutionary algorithms2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bäck
5citations -
TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Roman Kalkreuth, Fabrício Olivetti de França, Anja Jankovič, Marie Anastacio, Zdeněk Vašíček, Holger H. Hoos
3citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Ofer M. Shir, Teus W. Tukker, Pierluigi Frisco, Shutong Zeng, Thomas Bäck
3citations -
Experimental Setup for GECCO 2024 Competition on Benchmarking Niching Methods for Multimodal Optimization2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Ali Ahrari, Jonathan Edward Fieldsend, Mike Preuß, Xiaodong Li, Michael G. Epitropakis
2citations -
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