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