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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 -
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 the characteristics of engineering optimization problems with applications in automotive crash2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
31citations -
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 -
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 -
On genetic programming representations and fitness functions for interpretable dimensionality reduction2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman
18citations -
The importance of landscape features for performance prediction of modular CMA-ES variants2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
15citations -
Evolvability degeneration in multi-objective genetic programming for symbolic regression2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Dazhuang Liu, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman
15citations -
Expressivity of parameterized and data-driven representations in quality diversity search2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
13citations -
Leveraging conditional linkage models in gray-box optimization with the real-valued gene-pool optimal mixing evolutionary algorithm2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anton Bouter, Stefanus C. Maree, Tanja Alderliesten, Peter A. N. Bosman
11citations