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Lyapunov equation
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===Continuous time=== Using again the Kronecker product notation and the vectorization operator, one has the matrix equation :<math> (I_n \otimes A + \bar{A} \otimes I_n) \operatorname{vec}X = -\operatorname{vec}Q, </math> where <math>\bar{A}</math> denotes the matrix obtained by complex conjugating the entries of <math>A</math>. Similar to the discrete-time case, if <math>A</math> is stable (in the sense of [[Hurwitz-stable matrix|Hurwitz stability]], i.e., having eigenvalues with negative real parts), the solution <math>X</math> can also be written as :<math> X = \int_0^\infty {e}^{A \tau} Q \mathrm{e}^{A^H \tau} d\tau </math>, which holds because :<math> \begin{align}AX+XA^H =& \int_0^\infty A{e}^{A \tau} Q \mathrm{e}^{A^H \tau}+{e}^{A \tau} Q \mathrm{e}^{A^H \tau}A^H d\tau \\ =&\int_0^\infty \frac{d}{d\tau} {e}^{A \tau} Q \mathrm{e}^{A^H \tau} d\tau \\ =& {e}^{A \tau} Q \mathrm{e}^{A^H \tau} \bigg|_0^\infty\\ =& -Q. \end{align} </math> For comparison, consider the one-dimensional case, where this just says that the solution of <math> 2ax = - q </math> is :<math> x = \frac{-q}{2a} = \int_0^{\infty} q{e}^{2 a \tau} d\tau </math>.
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