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Author
Della Penna, Giuseppe; Intrigila, Benedetto; Melatti, Igor; Tronci, Enrico; Venturini Zilli, Marisa
Title
Finite horizon analysis of Markov Chains with the Mur$\varphi$ verifier
Type
Journal Article
Year
2006
Publication
Int. J. Softw. Tools Technol. Transf.
Abbreviated Journal
Volume
8
Issue
4
Pages
397-409
Keywords
Abstract
In this paper we present an explicit disk-based verification algorithm for Probabilistic Systems defining discrete time/finite state Markov Chains. Given a Markov Chain and an integer k (horizon), our algorithm checks whether the probability of reaching an error state in at most k steps is below a given threshold. We present an implementation of our algorithm within a suitable extension of the Mur$\varphi$ verifier. We call the resulting probabilistic model checker FHP-Mur$\varphi$ (Finite Horizon Probabilistic Mur$\varphi$). We present experimental results comparing FHP-Mur$\varphi$ with (a finite horizon subset of) PRISM, a state-of-the-art symbolic model checker for Markov Chains. Our experimental results show that FHP-Mur$\varphi$ can handle systems that are out of reach for PRISM, namely those involving arithmetic operations on the state variables (e.g. hybrid systems).
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Publisher
Springer-Verlag
Place of Publication
Berlin, Heidelberg
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Summary Language
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ISSN
1433-2779
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Notes
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yes
Call Number
Sapienza @ mari @ Dimtz06
Serial
78
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