Inductive Temporal Logic Programming: Learning Temporal Logic Programs from Examples - Couverture souple

Kolter, Robert

 
9783838121499: Inductive Temporal Logic Programming: Learning Temporal Logic Programs from Examples
Couverture souple
ISBN 10 : 383812149X ISBN 13 : 9783838121499
Editeur : Suedwestdeutscher Verlag fuer Hochschulschriften, 2010

Synopsis

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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Éditeur
Suedwestdeutscher Verlag fuer Hochschulschriften
Date d'édition
2010
Langue
anglais
ISBN 10 
383812149X
ISBN 13 
9783838121499
Reliure
Broché
Nombre de pages
312
Coordonnées du fabricant
non disponible
Personne responsable
non disponible