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Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke
9citations -
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 -
Mini-Batching, Gradient-Clipping, First- versus Second-Order: What Works in Gradient-Based Coefficient Optimisation for Symbolic Regression?2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Joe Harrison, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman
8citations -
When to be Discrete: Analyzing Algorithm Performance on Discretized Continuous Problems2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
André Thomaser, Jacob de Nobel, Diederick Vermetten, Furong Ye, Thomas Bäck, Anna V. Kononova
7citations -
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 -
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 -
Solving multi-structured problems by introducing linkage kernels into GOMEA2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman
7citations -
Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Saba Sadeghi Ahouei, Jacob de Nobel, Aneta Neumann, Thomas Bäck, Frank Neumann
6citations -
Generating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Alejandro Marrero, Eduardo Segredo, Emma Hart, Jakob Bossek, Aneta Neumann
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 -
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 cited by 2 patents
Pieter Gijsbers, Florian Pfisterer, Jan N. van Rijn, Bernd Bischl, Joaquin Vanschoren
6citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
5citations -
A Functional Analysis Approach to Symbolic Regression2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Kirill Antonov, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Bas van Stein, Anna V. Kononova
5citations -
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