A linear program constructs continuous piecewise affine Lyapunov functions to certify regions of attraction consistent with sparse data and known Lipschitz bounds on unknown nonlinear systems.
Data-driven system analysis of nonlinear systems using polynomial approx- imation,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Data-driven approximation of regions of attraction via an LP-based selection of PWA Lyapunov functions
A linear program constructs continuous piecewise affine Lyapunov functions to certify regions of attraction consistent with sparse data and known Lipschitz bounds on unknown nonlinear systems.