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Topic: Evolutionary Algorithms and Applications ×

Journal / venue: arXiv (Cornell University) ×

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Papers in Evolutionary Algorithms and Applications 15

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Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models
2022 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

4

citations
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman

3

citations
On genetic programming representations and fitness functions for interpretable dimensionality reduction
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman

3

citations
Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

E. M. C. Sijben, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Dazhuang Liu, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Challenges of ELA-guided Function Evolution using Genetic Programming
2023 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more

0

citations
A Functional Analysis Approach to Symbolic Regression
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Kirill Antonov, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Bas van Stein, Anna V. Kononova

0

citations
Improving the efficiency of GP-GOMEA for higher-arity operators
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Thalea Schlender, Mafalda Malafaia, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

E. M. C. Sijben, Jeroen C. Jansen, Peter A. N. Bosman, Tanja Alderliesten

0

citations
Stitching for Neuroevolution: Recombining Deep Neural Networks without Breaking Them
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Anna V. Kononova, Thomas Bäck, Bas van Stein

0

citations
LLaMEA-SAGE: Guiding Automated Algorithm Design with Structural Feedback from Explainable AI
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Niki van Stein, Anna V. Kononova, Lars Kotthoff, Thomas Bäck

0

citations
Introns and Templates Matter: Rethinking Linkage in GP-GOMEA
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Johannes Koch, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Introns and Templates Matter: Rethinking Linkage in GP-GOMEA
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Johannes Koch, Tanja Alderliesten, Peter A. N. Bosman

0

citations
EvoMO-SR: Multiobjective LLM-based Evolution of Symbolic Expressions with substructure guidance
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Cristina Rossetti, Anna V. Kononova, Thomas Bäck, Fei Liu, Niki van Stein

0

citations

15 results