Enhancing genetic improvement mutations using large language models AEI Brownlee, J Callan, K Even-Mendoza, A Geiger, C Hanna, J Petke, ... International symposium on search based software engineering, 153-159, 2023 | 25 | 2023 |
Down-sampled epsilon-lexicase selection for real-world symbolic regression problems A Geiger, D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 1109-1117, 2023 | 9 | 2023 |
Evaluating explanations for software patches generated by large language models D Sobania, A Geiger, J Callan, A Brownlee, C Hanna, R Moussa, ... International Symposium on Search Based Software Engineering, 147-152, 2023 | 8 | 2023 |
Large language model based mutations in genetic improvement AEI Brownlee, J Callan, K Even-Mendoza, A Geiger, C Hanna, J Petke, ... Automated Software Engineering 32 (1), 15, 2025 | 1 | 2025 |
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems A Geiger, D Sobania, F Rothlauf European Conference on Genetic Programming (Part of EvoStar), 192-208, 2024 | 1 | 2024 |
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark A Geiger, D Sobania, F Rothlauf arXiv preprint arXiv:2407.21632, 2024 | | 2024 |
Check for updates A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems A Geiger, D Sobania, F Rothlauf Genetic Programming: 27th European Conference, EuroGP 2024, Held as Part of …, 2024 | | 2024 |