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Papers 76
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Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access cited by 1 patent
Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
31citations -
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 -
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 -
Challenges of ELA-Guided Function Evolution Using Genetic Programming2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more
8citations -
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 -
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 -
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 -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
4citations
Most active Aachen authors
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Tanja Alderliesten 2,770 citations overall24 papers
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Thomas Bäck 22,845 citations overall22 papers
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Bas van Stein 1,388 citations overall20 papers
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Anna V. Kononova 1,252 citations overall16 papers
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Roman Kalkreuth 386 citations overall11 papers
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Diederick Vermetten 909 citations overall6 papers
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Johana Chen 1 citations overall4 papers
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Ahmed Hallawa 492 citations overall3 papers
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Haoran Yin 75 citations overall3 papers
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Thalea Schlender 58 citations overall3 papers
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Heinz G. Pitsch 29,463 citations overall2 papers
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Holger H. Hoos 29,243 citations overall2 papers
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Abhishek J. Deshmukh 15,827 citations overall2 papers
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Gerd Ascheid 5,553 citations overall2 papers
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Jeroen C. Jansen 4,106 citations overall2 papers