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On the Representation of Probabilities over Structured Domains

  • Marius Bozga
  • Oded Maler
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 1633)

Abstract

In this paper we extend one of the main tools used in verification of discrete systems, namely Binary Decision Diagrams (BDD), to treat probabilistic transition systems. We show how probabilistic vectors and matrices can be represented canonically and succinctly using probabilistic trees and graphs, and how simulation of large-scale probabilistic systems can be performed. We consider this work as an important contribution of the verification community to numerous domains which need to manipulate very large matrices.

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Copyright information

© Springer-Verlag Berlin Heidelberg 1999

Authors and Affiliations

  • Marius Bozga
    • 1
  • Oded Maler
    • 1
  1. 1.Centre EquationVerimagGièeresFrance

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