License: Creative Commons Attribution 3.0 Unported license (CC BY 3.0)
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DOI: 10.4230/LIPIcs.ICALP.2017.105
URN: urn:nbn:de:0030-drops-73683
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2017/7368/
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Fijalkow, Nathanaël ; Klin, Bartek ; Panangaden, Prakash

Expressiveness of Probabilistic Modal Logics, Revisited

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Abstract

Labelled Markov processes are probabilistic versions of labelled transition systems. In general, the state space of a labelled Markov process may be a continuum. Logical characterizations of probabilistic bisimulation and simulation were given by Desharnais et al. These results hold for systems defined on analytic state spaces and assume that there are countably many labels in the case of bisimulation and finitely many labels in the case of simulation.

In this paper, we first revisit these results by giving simpler and more streamlined proofs. In particular, our proof for simulation has the same structure as the one for bisimulation, relying on a new result of a topological nature. This departs from the known proof for this result, which uses domain theory techniques and falls out of a theory of approximation of Labelled Markov processes.

Both our proofs assume the presence of countably many labels. We investigate the necessity of this assumption, and show that the logical characterization of bisimulation may fail when there are uncountably many labels. However, with a stronger assumption on the transition functions (continuity instead of just measurability), we can regain the logical characterization result, for arbitrarily many labels. These new results arose from a new game-theoretic way of understanding probabilistic simulation and bisimulation.

BibTeX - Entry

@InProceedings{fijalkow_et_al:LIPIcs:2017:7368,
  author =	{Nathana{\"e}l Fijalkow and Bartek Klin and Prakash Panangaden},
  title =	{{Expressiveness of Probabilistic Modal Logics, Revisited}},
  booktitle =	{44th International Colloquium on Automata, Languages, and Programming (ICALP 2017)},
  pages =	{105:1--105:12},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-041-5},
  ISSN =	{1868-8969},
  year =	{2017},
  volume =	{80},
  editor =	{Ioannis Chatzigiannakis and Piotr Indyk and Fabian Kuhn and Anca Muscholl},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2017/7368},
  URN =		{urn:nbn:de:0030-drops-73683},
  doi =		{10.4230/LIPIcs.ICALP.2017.105},
  annote =	{Keywords: probabilistic modal logic, probabilistic bisimulation, probabilistic simulation}
}

Keywords: probabilistic modal logic, probabilistic bisimulation, probabilistic simulation
Collection: 44th International Colloquium on Automata, Languages, and Programming (ICALP 2017)
Issue Date: 2017
Date of publication: 07.07.2017

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