Case Studies in Data-Driven Verification of Dynamical Systems

We interpret several dynamical system verification questions, e.g., region of attraction and reachability analyses, as data classification problems. We discuss some of the tradeoffs between conventional optimization-based certificate constructions with certainty in the outcomes and this new date-dri...

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Bibliographic Details
Main Authors: Kozarev, Alexandar, Topcu, Ufuk, How, Jonathan P, Quindlen, John Francis
Other Authors: Massachusetts Institute of Technology. Aerospace Controls Laboratory
Format: Article
Language:en_US
Published: Association for Computing Machinery (ACM) 2016
Online Access:http://hdl.handle.net/1721.1/105224
https://orcid.org/0000-0001-8576-1930
https://orcid.org/0000-0002-0464-4108