The Impact of Step Limits on Generalization and Stability in Software Synthesis
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-99-8413-8_5
Reference17 articles.
1. Forstenlechner, S., Fagan, D., Nicolau, M., O’Neill, M.: Extending program synthesis grammars for Grammar-Guided Genetic Programming. In: Parallel Problem Solving from Nature–PPSN XV: 15th International Conference, Coimbra, Portugal, 8–12 Sept. 2018, Proceedings, Part I 15, pp. 197–208. Springer (2018). https://doi.org/10.1007/978-3-319-99253-2_16
2. Helmuth, T., Kelly, P.: PSB2: the second program synthesis benchmark suite. In: 2021 Genetic and Evolutionary Computation Conference. GECCO ’21, ACM, Lille, France, July 2021. https://doi.org/10.1145/3449639.3459285
3. Helmuth, T., Kelly, P.: Applying genetic programming to PSB2: the next generation program synthesis benchmark suite. Gen. Program. Evol. Mach. 23(3), 375–404 (2022). https://doi.org/10.1007/s10710-022-09434-y
4. Helmuth, T., McPhee, N.F., Pantridge, E., Spector, L.: Improving generalization of evolved programs through automatic simplification. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 937-944. GECCO ’17, Association for Computing Machinery, New York, NY, USA (2017). https://doi.org/10.1145/3071178.3071330
5. Helmuth, T., McPhee, N.F., Spector, L.: Program synthesis using uniform mutation by addition and deletion. In: Proceedings of the Genetic and Evolutionary Computation Conference. pp. 1127–1134. GECCO ’18, Association for Computing Machinery, New York, NY, USA (2018). https://doi.org/10.1145/3205455.3205603
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