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Více informací o knize Inductive Temporal Logic Programming

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Anotace knihy

We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic programming languages. Therefore we present two temporal logic programming languages and analyse the learnability of programs from these languages from finite sets of examples. In first order temporal logic the following topics are analysed: How can we characterize the denotational semantics of programs? Which proof techniques are best suited? How complex is the learning task? In propositional temporal logic we analyse the following topics: How can we use well known techniques from model checking in order to refine programs? How complex is the learning task? In both cases we present estimations for the VC-dimension of selected classes of programs.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer programming / software development Programming & scripting languages: general

• Plný název: Inductive Temporal Logic Programming
• Podnázev: Learning Temporal Logic Programs from Examples
• Autor: Robert Kolter
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 312
• EAN: 9783838121499
• ISBN: 383812149X
• ID: 06987318
• Nakladatelství: Sudwestdeutscher Verlag Fur Hochschulschriften AG
• Hmotnost: 458 g
• Rozměry: 229 × 152 × 18 mm
• Datum vydání: 31. October 2010

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