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8th International Conference on Performance Evaluation Methodologies and Tools

Research Article

On Discrete Time Reversibility modulo State Renaming and its Applications

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  • @INPROCEEDINGS{10.4108/icst.valuetools.2014.258200,
        author={Sabina Rossi and Andrea Marin},
        title={On Discrete Time Reversibility modulo State Renaming and its Applications},
        proceedings={8th International Conference on Performance Evaluation Methodologies and Tools},
        publisher={EAI},
        proceedings_a={VALUETOOLS},
        year={2015},
        month={2},
        keywords={discrete time markov chains reversibility},
        doi={10.4108/icst.valuetools.2014.258200}
    }
    
  • Sabina Rossi
    Andrea Marin
    Year: 2015
    On Discrete Time Reversibility modulo State Renaming and its Applications
    VALUETOOLS
    ICST
    DOI: 10.4108/icst.valuetools.2014.258200
Sabina Rossi1,*, Andrea Marin1
  • 1: Univ. Ca' Foscari of Venice
*Contact email: srossi@dais.unive.it

Abstract

Time reversibility plays an important role in the analysis of continuous and discrete time Markov chains (DTMCs). Specifically, the computation of the stationary distribution of a reversible Markov chain has been proved to be very efficient and does not require the solution of the system of global balance equations. A DTMC is reversible when the processes at forward and reversed time are probabilistically indistinguishable. In this paper we introduce the concept of ρ-reversibility, i.e., a notion of reversibility modulo a renaming of the states, and we contrast it with the previous definition of dynamic reversibility especially with respect to the assumptions on the state renaming function. We also discuss the applications of discrete time reversibility in the embedded and uniformized chains of continuous time processes.

Keywords
discrete time markov chains, reversibility
Published
2015-02-19
Publisher
EAI
Appears in
ACM Digital Library
http://dx.doi.org/10.4108/icst.valuetools.2014.258200
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