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Theoretical Computer Science
Volume 342, Issues 2-3, 7 September 2005, Pages 316-350
 
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doi:10.1016/j.tcs.2005.03.048    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2005 Published by Elsevier B.V.

Probabilistic temporal logics via the modal mu-calculusstar, open

Rance Cleavelanda, E-mail The Corresponding Author, S. Purushothaman Iyerb, Corresponding Author Contact Information, E-mail The Corresponding Author and Murali Narasimhac, E-mail The Corresponding Author

aDepartment of Computer Science, SUNY at Stony Brook, Stony Brook, NY 11794-4400, USA bDepartment of Computer Science, North Carolina State University, Raleigh, NC 27695, USA cMotorola PCS, Libertyville, IL, USA

Received 1 October 1999; 
revised 14 March 2005; 
accepted 15 March 2005. 
Communicated by D. Sannella. 
Available online 19 April 2005.

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Abstract

This paper presents a mu-calculus-based modal logic for describing properties of reactive probabilistic labeled transition systems (RPLTSs) and develops a model-checking algorithm for determining whether or not states in finite-state RPLTSs satisfy formulas in the logic. The logic is based on the distinction between (probabilistic) “systems” and (nonprobabilistic) “observations”: using the modal mu-calculus, one may specify sets of observations, and the semantics of our logic then enable statements to be made about the measures of such sets at various system states. The logic may be used to encode a variety of probabilistic modal and temporal logics; in addition, the model-checking problem for it may be reduced to the calculation of solutions to systems of non-linear equations. Finally, the logic induces an equivalence on RPLTSs that coincides with accepted notions of probabilistic bisimulation in the literature.

Keywords: Probabilistic transition systems; Reactive systems; Probabilistic temporal logic; Model-checking; Probabilistic bisimulation


Theoretical Computer Science
Volume 342, Issues 2-3, 7 September 2005, Pages 316-350
 
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