Statistical Model Checking for Stochastic Hybrid Systems

Alexandre David (1) , Marius Mikučionis (1) , Kim Guldstrand Larsen (1) , Danny Bogsten Poulsen (1) , Axel Legay (2) , Sean Sedwards (2) , Dehui Du (3)

1 CISS - Center for Indlejrede Software Systemer
2 ESTASYS - Efficient STAtistical methods in SYstems of systems
3 Shanghai Key Laboratory of Trustworthy Computing

This paper presents novel extensions and applications of the UPPAAL-SMC model checker. The extensions allow for statistical model checking of stochastic hybrid systems. We show how our race-based stochastic semantics extends to networks of hybrid systems, and indicate the integration technique applied for implementing this semantics in the UPPAAL-SMC simulation engine. We report on two applications of the resulting tool-set coming from systems biology and energy aware buildings.

Mots clés: Statistical Model Checking; Stochastic Hybrid Systems; UPPAAL

Domaines: Informatique [cs]

Alexandre David, Marius Mikučionis, Kim Guldstrand Larsen, Danny Bogsten Poulsen, Axel Legay, et al.. Statistical Model Checking for Stochastic Hybrid Systems. Proceedings First International Workshop on Hybrid Systems and Biology, Sep 2012, Newcastle Upon Tyne, United Kingdom. pp.122 - 136, ⟨10.4204/EPTCS.92.9⟩. ⟨hal-01088197⟩