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- W3136013235 abstract "We explore how to give Genetic Programming (GP) a head start to synthesize a programming problem. Our method uses a related problem and introduces a schedule that directs GP to solve the related problem first either fully or to some extent first, or at the same time. In addition, if the related problem’s solutions are written by students or evolved by GP, we explore the extent to which initializing the GP population with some of these solutions provides a head start. We find that having a population solve one programming problem before working to solve a related programming problem helps to a greater extent as the targeted problems and the intermediate problems themselves are selected to be more challenging." @default.
- W3136013235 created "2021-03-29" @default.
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- W3136013235 date "2021-01-01" @default.
- W3136013235 modified "2023-09-26" @default.
- W3136013235 title "Getting a Head Start on Program Synthesis with Genetic Programming" @default.
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- W3136013235 doi "https://doi.org/10.1007/978-3-030-72812-0_17" @default.
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