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Fundamentalnaya i Prikladnaya Matematika, 2014, Volume 19, Issue 1, Pages 121–163
(Mi fpm1570)
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This article is cited in 3 scientific papers (total in 3 papers)
Minimization of probabilistic models of programs
A. M. Mironov, S. L. Frenkel Institute of Informatics Problems of the Russian Academy of Sciences, Moscow, Russia
Abstract:
In this paper, we consider a problem of reduction of probabilistic transition systems (PTS) in order to reduce the complexity of model checking of such systems. The problem of model checking of a PTS is to calculate truth values of formulas of the probabilistic temporal logic PCTL in an initial state of the PTS. We introduce a concept of equivalence of states of a PTS, and represent an algorithm for removing equivalent states. A result of this algorithm is a PTS such that all its properties expressed by formulas of PCTL coincide with those of the original PTS.
Citation:
A. M. Mironov, S. L. Frenkel, “Minimization of probabilistic models of programs”, Fundam. Prikl. Mat., 19:1 (2014), 121–163; J. Math. Sci., 211:3 (2015), 381–412
Linking options:
https://www.mathnet.ru/eng/fpm1570 https://www.mathnet.ru/eng/fpm/v19/i1/p121
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