Séminaire : CONTRAINTES

Hybrid Automata Stochastic Logic: expressive statistical verification of stochastic models

Entrée libre.

Horaire : 14 h 00

  • Date : 11/04/2011
  • Lieu : Inria Rocquencourt, Bâtiment 8
  • Intervenants : Paolo Ballarini
  • Organisateurs : CONTRAINTES

We introduce the Hybrid Automata Stochastic Logic (HASL), a new temporal logic formalism for the verification of discrete event stochastic processes (DESP). HASL employs Linear Hybrid Automata (LHA) as machineries to select prefixes of relevant execution paths of a DESP. The advantage with LHA is that rather elaborate information can be collected "on-the-fly" during path selection, providing the user with a powerful means to express sophisticated measures. A formula of HASL consists of an LHA (A) and an expression (Z) referring to moments of "path random variables". A (simulation-based) statistical engine is employed to obtain a confidence-interval estimate of the expected value of Z. In essence HASL provides a unifying verification framework where sophisticated temporal reasoning is naturally blended with elaborate reward-based analysis. In this talk I will illustrate the HASL approach and a discuss about its expressivity. I will also present preliminary empirical evidence obtained through COSMOS, a prototype software tool for HASL verification.

Mots-clés : Séminaire Paris - Rocquencourt CONTRAINTES

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