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Approaches and Applications of Inductive Programming (eBook, PDF)

Third International Workshop, AAIP 2009, Edinburgh, UK, September 4, 2009, Revised Papers

Redaktion: Schmid, Ute; Kitzelmann, Emanuel
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Inductive programming is concerned with the automated construction of decl- ative-often functional -recursiveprogramsfromincompletespeci?cationssuch as input/output examples. The inferred program must be correct with respect to the provided examples in a generalizing sense: it should be neither equivalent to it, nor inconsistent. Inductive programming algorithms are guided explicitly or implicitly by a language bias (the class of programs that can be induced) and a search bias (determining which generalized program is constructed ?rst). Induction strategiesare either generate-and-testor exampl...

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