Title
MoChiBA: Probabilistic LTL Model Checking Using Limit-Deterministic Büchi Automata.
Abstract
The limiting factor for quantitative analysis of Markov decision processes (MDP) against specifications given in linear temporal logic (LTL) is the size of the generated product. As recently shown, a special subclass of limit-deterministic Buchi automata (LDBA) can replace deterministic Rabin automata in quantitative probabilistic model checking algorithms. We present an extension of PRISM for LTL model checking of MDP using LDBA. While existing algorithms can be used only with minimal changes, the new approach takes advantage of the special structure and the smaller size of the obtained LDBA to speed up the model checking. We demonstrate the speed up experimentally by a comparison with other approaches.
Year
DOI
Venue
2016
10.1007/978-3-319-46520-3_9
Lecture Notes in Computer Science
Field
DocType
Volume
Abstraction model checking,Discrete mathematics,Model checking,Computer science,Automaton,Markov decision process,Algorithm,Theoretical computer science,Linear temporal logic,Probabilistic logic,Temporal logic,Büchi automaton
Conference
9938
ISSN
Citations 
PageRank 
0302-9743
4
0.39
References 
Authors
25
2
Name
Order
Citations
PageRank
Salomon Sickert1348.01
Jan Kretínský215916.02