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There is the article on wikipedia https://en.wikipedia.org/wiki/Jacobi_method_for_complex_Hermitian_matrices about Jacobi eigenvalue algorithm for Hermitian matrices.

It says:

Similar to the Givens rotation matrices, $R_{pq}$ are defined as: $$ (R_{pq})_{m,n} = \delta_{m,n}, (m,n \ne p,q); \\ (R_{pq})_{p,p} = \frac{+1}{\sqrt{2}} e^{-i\theta}; \\ (R_{pq})_{q,p} = \frac{+1}{\sqrt{2}} e^{-i\theta}; \\ (R_{pq})_{p,q} = \frac{-1}{\sqrt{2}} e^{+i\theta}; \\ (R_{pq})_{q,q} = \frac{+1}{\sqrt{2}} e^{+i\theta} $$

But the usual rotation matrix is defined with cosinus and sinus like that: $$ \hat{\mathbf{R}} = \begin{pmatrix} \cos \theta & -\sin \theta \\ \sin \theta & \cos \theta \end{pmatrix} $$

This matrix rotates the vector $\mathbf{v} = \begin{pmatrix} x \\ y \end{pmatrix}$ on the angle $\theta$:

$$ R\mathbf{v} = \begin{pmatrix} \cos \theta & -\sin \theta \\ \sin \theta & \cos \theta \end{pmatrix} \begin{pmatrix} x \\ y \end{pmatrix} = \begin{pmatrix} x\cos\theta - y\sin\theta \\ x\sin\theta + y\cos\theta \end{pmatrix}. $$

I don't understand why that complex rotation matrix $R_{pq}$ is defined with complex exponents and what exactly it rotates?

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  • $\begingroup$ It looks like they are tied to the hyperbolic sine and cosine. It won't be a rotation matrix, it will just be reminiscent to one. $\endgroup$ Commented Mar 4, 2021 at 17:35

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$2 \times 2$ unitary matrices have four degrees of freedom; when using them as transformations, you can think of them as affecting the phase of elements as well as rotating them as you would in the real numbers; the phase of a complex number works based on Euler's formula $e^{ix}=\cos(x)+ i \sin(x)$, and I suggest working out the complex multiplication and its relation to a real $2 \times 2$ matrix yourself.

See here for closer details on unitary matrices in general, and note that $1/\sqrt{2}=\cos(\pi/4)=\sin(\pi/4)$, to get the formula previously used in this Wikipedia article, though note to anyone looking at this now that the article has been changed to a redirect to the general method because the only source didn't actually support the method.

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