Inductive Temporal Logic Programming

Name: Inductive Temporal Logic Programming
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838121499
Price: 95.97 EUR
Availability: InStock

Learning Temporal Logic Programs from Examples

Autor: Robert Kolter

Jazyk:

Väzba: Brožovaná

Vydavateľ: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Dostupnosť: U vydavateľa na objednávku

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95.97 €

We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic progra...

Informácie o knihe

Autor

Robert Kolter

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

312

EAN

9783838121499

ISBN

383812149X

Enbook ID

06987318

Vydavateľ

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Hmotnosť

458

Rozmery

152 x 229 x 18

Kompletný popis

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.

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Inductive Temporal Logic Programming

Learning Temporal Logic Programs from Examples

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