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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Haesaert, S, Van den Hof, P, Abate, A
Format: Journal article
Veröffentlicht: Elsevier 2017