Data-driven and model-based verification via Bayesian identification and reachability analysis

This work develops a measurement-driven and model-based formal verification approach, applicable to dynamical systems with partly unknown dynamics. We provide a new principled method, grounded on Bayesian inference and on reachability analysis respectively, to compute the confidence that a physical...

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Bibliographic Details
Main Authors: Haesaert, S, Van den Hof, P, Abate, A
Format: Journal article
Published: Elsevier 2017