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Książka Inductive Temporal Logic Programming Robert Kolter

Inductive Temporal Logic Programming

Learning Temporal Logic Programs from Examples

Autor: Robert Kolter
Język: Angielski
Oprawa: Miękka
Wydawca: Sudwestdeutscher Verlag Fur Hochschulschriften AG
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
406.46 zł
We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic progra...

Informacje o książce

Autor
Robert Kolter
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2010
strony
312
EAN
9783838121499
ISBN
383812149X
Enbook ID
06987318
Wydawca
Sudwestdeutscher Verlag Fur Hochschulschriften AG
Waga
458
Wymiary
152 x 229 x 18

Pełny opis

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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