Title
Scenario-Based Set Invariance Verification for Black-Box Nonlinear Systems.
Abstract
We consider the problem of set invariance verification in black-box nonlinear systems without analytic dynamical models. A data-driven set invariance verification approach relying on the observation of trajectories is proposed to determine almost-invariant sets, which are invariant almost everywhere except possibly in a small subset. With these observations, scenario optimization problems are form...
Year
DOI
Venue
2021
10.1109/LCSYS.2020.3001882
IEEE Control Systems Letters
Keywords
DocType
Volume
Nonlinear systems,Analytical models,Trajectory,Linear systems,Computational modeling,Probabilistic logic,Heuristic algorithms
Journal
5
Issue
ISSN
Citations 
1
2475-1456
2
PageRank 
References 
Authors
0.40
0
2
Name
Order
Citations
PageRank
Zheming Wang1308.12
Raphaël M. Jungers221.07