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Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective
Engelsk
Bogcover for Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective af Daniele Codetta Raiteri, Luigi Portinale, 9789814612036
Specifikationer
Sprog:
Engelsk
Sider:
272
ISBN-13:
9789814612036
Indbinding:
Hardback
Udgave:
ISBN-10:
9814612030
Udg. Dato:
24 jul 2015
Længde:
19mm
Bredde:
160mm
Højde:
239mm
Forlag:
World Scientific Publishing Co Pte Ltd
Oplagsdato:
24 jul 2015

Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective

Engelsk
Hardback
Format:

Om denne bog

 

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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Specifikationer
Sprog:
Engelsk
Sider:
272
ISBN-13:
9789814612036
Indbinding:
Hardback
Udgave:
ISBN-10:
9814612030
Udg. Dato:
24 jul 2015
Længde:
19mm
Bredde:
160mm
Højde:
239mm
Forlag:
World Scientific Publishing Co Pte Ltd
Oplagsdato:
24 jul 2015
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