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Bisimulation on Markov Processes over Arbitrary Measurable Spaces

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Horizons of the Mind. A Tribute to Prakash Panangaden

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8464))

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Abstract

We introduce a notion of bisimulation on labelled Markov Processes over generic measurable spaces in terms of arbitrary binary relations. Our notion of bisimulation is proven to coincide with the coalgebraic definition of Aczel and Mendler in terms of the Giry functor, which associates with a measurable space its collection of (sub)probability measures. This coalgebraic formulation allows one to relate the concepts of bisimulation and event bisimulation of Danos et al. (i.e., cocongruence) by means of a formal adjunction between the category of bisimulations and a (full sub)category of cocongruences, which gives new insights about the real categorical nature of their results. As a corollary, we obtain sufficient conditions under which state and event bisimilarity coincide.

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References

  1. Blute, R., Desharnais, J., Edalat, A., Panangaden, P.: Bisimulation for labelled Markov processes. In: LICS, pp. 149–158. IEEE Computer Society (1997)

    Google Scholar 

  2. Cardelli, L., Mardare, R.: The measurable space of stochastic processes. In: Proc. QEST, pp. 171–180. IEEE Computer Society (2010)

    Google Scholar 

  3. Danos, V., Desharnais, J., Laviolette, F., Panangaden, P.: Bisimulation and cocongruence for probabilistic systems. Inf. Comput. 204(4), 503–523 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  4. de Vink, E.P., Rutten, J.J.M.M.: Bisimulation for probabilistic transition systems: A coalgebraic approach. Theor. Comput. Sci. 221(1-2), 271–293 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  5. Desharnais, J., Edalat, A., Panangaden, P.: Bisimulation for labelled Markov processes. Inf. Comput. 179(2), 163–193 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  6. Desharnais, J., Gupta, V., Jagadeesan, R., Panangaden, P.: Approximating labeled markov processes. In: Proc. LICS, pp. 95–106 (2000)

    Google Scholar 

  7. Desharnais, J., Gupta, V., Jagadeesan, R., Panangaden, P.: Approximating labelled markov processes. Inf. Comput. 184(1), 160–200 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  8. Giry, M.: A categorical approach to probability theory. In: Banaschewski (ed.) Categorical Aspects of Topology and Analysis. Lecture Notes in Mathematics, vol. 915, pp. 68–85. Springer, Heidelberg (1982) 10.1007/BFb0092872

    Google Scholar 

  9. Heifetz, A., Samet, D.: Topology-Free Typology of Beliefs. Journal of Economic Theory 82(2), 324–341 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  10. Kurz, A.: Logics for Coalgebras and Applications to Computer Science. PhD thesis, Ludwig-Maximilians-Universität München (2000)

    Google Scholar 

  11. Larsen, K.G., Skou, A.: Bisimulation through probabilistic testing. Information and Computation 94(1), 1–28 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  12. Rutten, J.J.M.M.: Universal coalgebra: a theory of systems. TCS 249(1), 3–80 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  13. Terraf, P.S.: Unprovability of the logical characterization of bisimulation. CoRR, abs/1005.5142 (2010)

    Google Scholar 

  14. Terraf, P.S.: Bisimilarity is not borel. CoRR, abs/1211.0967 (2012)

    Google Scholar 

  15. van Breugel, F., Mislove, M.W., Ouaknine, J., Worrell, J.: Domain theory, testing and simulation for labelled Markov processes. Theoretical Computer Science 333(1-2), 171–197 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  16. Viglizzo, I.D.: Coalgebras on Measurable Spaces. PhD thesis, Department of Mathematics, Indiana University (2005)

    Google Scholar 

  17. Worrell, J.: Toposes of Coalgebras and Hidden Algebras. Electronic Notes in Theoretical Computer Science 11, 212–230 (1998)

    Article  MathSciNet  MATH  Google Scholar 

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Bacci, G., Bacci, G., Larsen, K.G., Mardare, R. (2014). Bisimulation on Markov Processes over Arbitrary Measurable Spaces. In: van Breugel, F., Kashefi, E., Palamidessi, C., Rutten, J. (eds) Horizons of the Mind. A Tribute to Prakash Panangaden. Lecture Notes in Computer Science, vol 8464. Springer, Cham. https://doi.org/10.1007/978-3-319-06880-0_4

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  • DOI: https://doi.org/10.1007/978-3-319-06880-0_4

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-06879-4

  • Online ISBN: 978-3-319-06880-0

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