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Limitations of conventional program evaluation

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Book cover Behavioral Program Synthesis with Genetic Programming

Part of the book series: Studies in Computational Intelligence ((SCI,volume 618))

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Abstract

In Sect. 1.4, we identified several challenges for program synthesis, among others the vastness of search space and the intricate way in which program code determines the effects of computation. In this chapter, we identify and discuss the consequences of the conventional approach to program evaluation in generative program synthesis. Though focused mostly on the generative paradigm of GP, some of the observations made here apply to other generative synthesis approaches.

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Krawiec, K. (2016). Limitations of conventional program evaluation. In: Behavioral Program Synthesis with Genetic Programming. Studies in Computational Intelligence, vol 618. Springer, Cham. https://doi.org/10.1007/978-3-319-27565-9_2

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  • DOI: https://doi.org/10.1007/978-3-319-27565-9_2

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-27563-5

  • Online ISBN: 978-3-319-27565-9

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