I know the following Lyapunov's theorem:
For any symmetric positive definite matrix $Q$, the following are equivalent
1- The matrix equation $A^T X + X A = -Q $ has a unique solution $X$ that is symmetric and positive definite.
2- Matrix $A$ is Hurwitz, i.e. all of its eigenvalues have strictly negative real parts.
My question is, can I propose this following theorem:
If matrix $A$ is not Hurwitz, then $A^T X + X A = -I $ does not have a solution.
Thank you.
No. A counterexample: $$ A=\left(\begin{array}{rr} -2&0\\ 0&1\\ \end{array}\right) \qquad X=\left(\begin{array}{rr} \frac14&0\\ 0&-\frac12\\ \end{array}\right). $$