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Title:

Adaptive Parameter Tuning for Reachability Analysis of Linear Systems

Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Mark Wetzlinger, Niklas Kochdumper, Matthias Althoff
Abstract:
Despite the possibility to quickly compute reachable sets of large-scale linear systems, current methods are not yet widely applied by practitioners. The main reason for this is probably that current approaches are not push-button-capable and still require to manually set crucial parameters, such as time step sizes and the accuracy of the used set representation---these settings require expert knowledge. We present a generic framework to automatically find near-optimal parameters for reachabi...     »
Dewey Decimal Classification:
000 Informatik, Wissen, Systeme
Book / Congress title:
2020 59th IEEE Conference on Decision and Control (CDC)
Date of congress:
14-18 Dec. 2020
Year:
2020
Pages:
8
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.1109/CDC42340.2020.9304431
WWW:
https://ieeexplore.ieee.org/document/9304431
Format:
Text
 BibTeX