Compositionality & Abstraction in verification of Probabilistic Transition
Studenteropgave: Speciale (inkl. HD afgangsprojekt)
- Tu Hoang Anh
- Antoinette Ahiable
4. semester, Datalogi, Kandidat (Kandidatuddannelse)
In this thesis, we present techniques adapted to probabilistic
transition systems in order to avoid or reduce the state space
explored in verification. By using compositional abstraction,
abstracts of components of a concurrent system can be used for
model checking. We use probabilistic simulation preorder to
establish a good abstract. We further present a minimization
algorithm for probabilistic transition systems, which generates a
minimized structure, with respect to simulation equivalence.
Finally, we introduce the Quotient technique for our PTS model
with the concept of using the minimization algorithm to minimize
the size of the transformed specifications. However, it is
realized that this situation never arises, as the transformed
specification is the minimal structure possible given our
constraints and assumptions. We propose at the end, the
application of the simplification heuristic on components of the
system, before applying the Quotienting technique rather than
afterwards. We implement the quotient technique as part of our
tool, CAPS and demonstrate the algorithms proposed in this thesis.
Sprog | Engelsk |
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Udgivelsesdato | jun. 2003 |