By Luigi Portinale,Daniele Codetta Raiteri
ISBN-10: 9814612030
ISBN-13: 9789814612036
The monographic quantity addresses, in a scientific and complete manner, the state of the art dependability (reliability, availability, chance and safeguard, defense) of structures, utilizing the synthetic Intelligence framework of Probabilistic Graphical types (PGM). After a survey concerning the major suggestions and methodologies followed in dependability research, the e-book discusses the most gains of PGM formalisms (like Bayesian and determination Networks) and the benefits, either by way of modeling and research, with admire to classical formalisms and version languages.
Methodologies for deriving PGMs from average dependability formalisms may be brought, by way of stating instruments in a position to help this type of procedure. a number of case reviews may be offered and analyzed to aid the suitability of using PGMs within the research of in charge systems.
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Modeling and Analysis of Dependable Systems by Luigi Portinale,Daniele Codetta Raiteri
by Michael
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