Verwandte Artikel zu MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS

MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS - Hardcover

Portinale Luigi

 
9789814612036: MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS
Hardcover
ISBN 10: 9814612030 ISBN 13: 9789814612036
Verlag: World Scientific, 2015

Inhaltsangabe

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.

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Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
World Scientific
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
9814612030
ISBN 13 
9789814612036
Einband
Gebundene Ausgabe
Anzahl der Seiten
270
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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