Articoli correlati a Modeling and Analysis of Dependable Systems: A Probabilistic...

Modeling and Analysis of Dependable Systems: A Probabilistic Graphical Model Perspective - Rilegato

Portinale, Luigi; Raiteri, Daniele Codetta

 
9789814612036: Modeling and Analysis of Dependable Systems: A Probabilistic Graphical Model Perspective
Rilegato
ISBN 10: 9814612030 ISBN 13: 9789814612036
Casa editrice: World Scientific Pub Co Inc, 2015

Sinossi

The monographic volume addresses, in a systematic and comprehensive way, the state-of-the-art dependability (reliability, availability, risk and safety, security) of systems, using the Artificial Intelligence framework of Probabilistic Graphical Models (PGM). After a survey about the main concepts and methodologies adopted in dependability analysis, the book discusses the main features of PGM formalisms (like Bayesian and Decision Networks) and the advantages, both in terms of modeling and analysis, with respect to classical formalisms and model languages.Methodologies for deriving PGMs from standard dependability formalims will be introduced, by pointing out tools able to support such a process. Several case studies will be presented and analyzed to support the suitability of the use of PGMs in the study of dependable systems.

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Editore
World Scientific Pub Co Inc
Data di pubblicazione
2015
Lingua
Inglese
ISBN 10 
9814612030
ISBN 13 
9789814612036
Rilegatura
Copertina rigida
Numero di pagine
251
Contatto del produttore
non disponibile
Persona responsabile
GPSR Kontakt
gpsr@libri.de

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Hamburg
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Germania