eng
Schloss Dagstuhl – Leibniz-Zentrum für Informatik
Leibniz International Proceedings in Informatics
1868-8969
2012-12-14
448
460
10.4230/LIPIcs.FSTTCS.2012.448
article
Bisimilarity of Probabilistic Pushdown Automata
Forejt, Vojtech
Jancar, Petr
Kiefer, Stefan
Worrell, James
We study the bisimilarity problem for probabilistic pushdown automata (pPDA) and subclasses thereof. Our definition of pPDA allows both probabilistic and non-deterministic branching, generalising the classical notion of pushdown automata (without epsilon-transitions). Our first contribution is a general construction that reduces checking bisimilarity of probabilistic transition systems to checking bisimilarity of non-deterministic transition systems. This construction directly yields decidability of bisimilarity for pPDA, as well as an elementary upper bound for the bisimilarity problem on the subclass of probabilistic basic process algebras, i.e., single-state pPDA. We further show that, with careful analysis, the general reduction can be used to prove an EXPTIME upper bound for bisimilarity of probabilistic visibly pushdown automata. Here we also provide a matching lower bound, establishing EXPTIME-completeness. Finally we prove that deciding bisimilarity of probabilistic one-counter automata, another subclass of pPDA, is PSPACE-complete. Here we use a more specialised argument to obtain optimal complexity bounds.
https://drops.dagstuhl.de/storage/00lipics/lipics-vol018-fsttcs2012/LIPIcs.FSTTCS.2012.448/LIPIcs.FSTTCS.2012.448.pdf
bisimilarity
probabilistic systems
pushdown automata