Abstract

I will concentrate on systems represented by models that are probabilistic with heterogeneous dynamics (continuous/discrete, i.e. hybrid, as well as nonlinear). Such stochastic hybrid models (SHS) are a natural mathematical framework for CPS. With focus on model-based verification procedures, I will provide algorithms for quantitative model checking of temporal specifications on SHS with formal guarantees. This is attained via the development of formal abstraction techniques based on quantitative approximations.

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