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

Portinale, Luigi; Codetta Raiteri, Daniele

 
9789814612036: Modeling and Analysis of Dependable Systems: A Probabilistic Graphical Model Perspective
Couverture rigide
ISBN 10 : 9814612030 ISBN 13 : 9789814612036
Editeur : World Scientific Publishing Co Pte Ltd, 2015

Synopsis

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 formalisms 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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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 formalisms 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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2015
Langue
anglais
ISBN 10 
9814612030
ISBN 13 
9789814612036
Reliure
Relié
Nombre de pages
270
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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Hamburg
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