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Papers matching “genetic programming” 12

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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
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
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
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
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
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
MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

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

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
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics
2020 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck

0

citations

12 results