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Statistical Model Checking for Stochastic Hybrid Systems

By Alexandre David, Dehui Du, Kim G. Larsen, Axel Legay, Marius Mikučionis, Danny Bøgsted Poulsen and Sean Sedwards

Abstract

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.Comment: In Proceedings HSB 2012, arXiv:1208.315

Topics: Computer Science - Computational Engineering, Finance, and Science, Computer Science - Software Engineering, D.2.4, D.2.5, G.3
Year: 2012
DOI identifier: 10.4204/EPTCS.92.9
OAI identifier: oai:arXiv.org:1208.3856

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