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Evolutionary Algorithms and Applications Sign in to save
Papers per year
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
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