The paper derives an algebraic condition for when data-knowledge pairs are jointly informative enough to uniquely solve Lyapunov equations.
Data- driven stabilization of polynomial systems using density functions
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Informativity of Data-Knowledge Pairs for Lyapunov Equations
The paper derives an algebraic condition for when data-knowledge pairs are jointly informative enough to uniquely solve Lyapunov equations.