Genetic Programming Bibliography entries for Carol Hanna

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GP coauthors/coeditors: Damien Bose, Justyna Petke, Dimitrios Stamatios Bouras, Alexander E I Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Federica Sarro, Dominik Sobania, Aymeric Blot, Jingyuan Wang,

Genetic Programming Articles by Carol Hanna

• Carol Hanna and Aymeric Blot and Justyna Petke. Reinforcement learning for mutation operator selection in automated program repair. Automated Software Engineering, 32(2):Article number 31, 2025. details

• Alexander Edward Ian Brownlee and James Callan and Karine Even-Mendoza and Alina Geiger and Carol Hanna and Justyna Petke and Federica Sarro and Dominik Sobania. Large Language Model Based Mutations in Genetic Improvement. Automated Software Engineering, 15:article number 15, 2025. Special Issue on Advances in Search-Based Software. details

Genetic Programming conference papers by Carol Hanna

1. Jingyuan Wang and Carol Hanna and Justyna Petke. Large Language Model based Code Completion is an Effective Genetic Improvement Mutation. In Aymeric Blot and Vesna Nowack and Penn Faulkner Rainford and Oliver Krauss editors, 14th International Workshop on Genetic Improvement @ICSE 2025, pages 11-18, Ottawa, 2025. Best paper. details

2. Dimitrios Stamatios Bouras and Carol Hanna and Justyna Petke. Optimised Fitness Functions for Automated Improvement of Software's Execution Time. In Shin Hong and Markus Wagner and Man Zhang editors, Search-Based Software Engineering 2025, Seoul, South Korea, 2025. Springer Nature. details

3. Damien Bose and Carol Hanna and Justyna Petke. Enhancing Software Runtime with Reinforcement Learning-Driven Mutation Operator Selection in Genetic Improvement. In Aymeric Blot and Vesna Nowack and Penn Faulkner Rainford and Oliver Krauss editors, 14th International Workshop on Genetic Improvement @ICSE 2025, pages 27-34, Ottawa, 2025. details

4. Alexander E. I. Brownlee and James Callan and Karine Even-Mendoza and Alina Geiger and Carol Hanna and Justyna Petke and Federica Sarro and Dominik Sobania. Enhancing Genetic Improvement Mutations Using Large Language Models. In Paolo Arcaini and Tao Yue and Erik Fredericks editors, SSBSE 2023: Challenge Track, volume 14415, pages 153-159, San Francisco, USA, 2023. Springer. details

Genetic Programming other entries for Carol Hanna

• Karine Even-Mendoza and Alexander Brownlee and Alina Geiger and Carol Hanna and Justyna Petke and Federica Sarro and Dominik Sobania. LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution. 2025. details

• Carol Hanna and Aymeric Blot and Justyna Petke. Reinforcement Learning for Mutation Operator Selection in Automated Program Repair. 2023. details