Finite Horizon Analysis of Stochastic Systems with the Murφ Verifier

Many reactive systems are actually Stochastic Processes. Automatic analysis of such systems is usually very difficult thus typically one simplifies the analysis task by using simulation or by working on a simplified model (e.g. a Markov Chain). We present a Finite Horizon Probabilistic Model Checkin...

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Veröffentlicht in:Lecture notes in computer science 2003, p.58-71
Hauptverfasser: Della Penna, Giuseppe, Intrigila, Benedetto, Melatti, Igor, Tronci, Enrico, Zilli, Marisa Venturini
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Sprache:eng
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Zusammenfassung:Many reactive systems are actually Stochastic Processes. Automatic analysis of such systems is usually very difficult thus typically one simplifies the analysis task by using simulation or by working on a simplified model (e.g. a Markov Chain). We present a Finite Horizon Probabilistic Model Checking approachwhich essentially can handle the same class of stochastic processes of a typical simulator. This yields easy modeling of the system to be analysed together with formal verification capabilities. Our approach is based on a suitable disk based extension of the Murφ verifier. Moreover we present experimental results showing effectiveness of our approach.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-45208-9_6