Dominik Sobania
4 papers in the PaperMetrix corpus
Papers by this author
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A generalizability measure for program synthesis with genetic programming
2021 · Proceedings of the Genetic and Evolutionary Computation Conference
The generalizability of programs synthesized by genetic programming (GP) to unseen test cases is one of the main challenges of GP-based program synthesis. Recent work showed that increasing the amount of training data improves the …
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Recent Developments in Program Synthesis with Evolutionary Algorithms
2021 · arXiv (Cornell University)
The automatic generation of computer programs is one of the main applications with practical relevance in the field of evolutionary computation. With program synthesis techniques not only software developers could be supported in their everyday …
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MTGP: Combining Metamorphic Testing and Genetic Programming
2023 · arXiv (Cornell University)
Genetic programming is an evolutionary approach known for its performance in program synthesis. However, it is not yet mature enough for a practical use in real-world software development, since usually many training cases are required …
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Large language model based mutations in genetic improvement
2025 · Automated Software Engineering
Abstract Ever since the first large language models (LLMs) have become available, both academics and practitioners have used them to aid software engineering tasks. However, little research as yet has been done in combining search-based …