Selbst-lernende OC-Systeme
- Ausschreibung zum Thema "Selbst-lernende OC Systeme"
Learning Classifier Systems
- Approaches to fix overgeneralization in strength-based LCS (Master's thesis, contact: David Pätzel)
- Lambda calculus–based Genetic Programming with implementation in Haskell (Master’s or possibly Bachelor’s thesis, contact: David Pätzel)
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Hyperparameter-free Genetic Algorithms in evolutionary Machine Learning / Pittsburgh LCS (Master’s thesis, contact: Michael Heider)
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Matching in evolutionary Machine Learning / Pittsburgh LCS (Bachelor’s or Master’s thesis, contact: Michael Heider)
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Local Models in evolutionary Machine Learning / Pittsburgh LCS for function approximation (Bachelor’s oder Master’s thesis, contact: Michael Heider)
Metaheuristics
- Extension and comparison of metaheuristics (Bachelor’s or Master’s thesis, contact: Helena Stegherr)
- Nature-inspired algorithms for dynamic optimisation problems (Bachelor’s or Master’s thesis, contact: Helena Stegherr)
- Evolutionary art: generating images with evolutionary algorithms (Bachelor’s or Master’s thesis, contact: Helena Stegherr)