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Advances in Symbolic Probabilistic Model Checking with PRISM

For modeling and reasoning about complex systems, symbolic methods provide a prominent way to tackle the state explosion problem. It is well known that for symbolic approaches based on binary decision diagrams (BDD), the ordering of BDD variables plays a crucial role for compact representations and efficient computations. We have extended the popular probabilistic model checker PRISM with support for automatic variable reordering in its multi-terminal-BDD-based engines and report on benchmark results. Our extensions additionally allow the user to manually control the variable ordering at a finer-grained level. Furthermore, we present our implementation of the symbolic computation of quantiles and support for multi-reward-bounded properties, automata specifications and accepting end component computations for Streett conditions.

Identiferoai:union.ndltd.org:DRESDEN/oai:qucosa:de:qucosa:74267
Date30 March 2021
CreatorsKlein, Joachim, Baier, Christel, Chrszon, Philipp, Daum, Marcus, Dubslaff, Clemens, Klüppelholz, Sascha, Märcker, Steffen, Müller, David
PublisherSpringer
Source SetsHochschulschriftenserver (HSSS) der SLUB Dresden
LanguageEnglish
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/acceptedVersion, doc-type:conferenceObject, info:eu-repo/semantics/conferenceObject, doc-type:Text
Rightsinfo:eu-repo/semantics/openAccess
Relation978-3-662-49673-2, 10.1007/978-3-662-49674-9_20

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