Statistical Model Checking for Stochastic Hybrid Systems

Alexandre David, Dehui Du, Kim G. Larsen, Axel Legay, Marius Mikučionis, Danny Bøgsted Poulsen, Sean Sedwards
2012 Electronic Proceedings in Theoretical Computer Science  
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.
doi:10.4204/eptcs.92.9 fatcat:caia5evy3fgpxmdiga7btpvzde