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Non-zero eigenvalues of a skew-hermitian matrix are purely imaginary as shown here. If the matrix is additionally hollow, that is, all diagonal elements are zero, do the non-zero eigenvalues come in conjugate pairs? If yes, how can one proof this?

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By the Schur-Horn theorem, for any $\lambda_1 \ge \cdots \ge \lambda_n$ such that $\lambda_1 + \cdots + \lambda_n = 0$, there is an $n\times n$ hermitian matrix $A$ whose diagonal entries are zeroes and eigenvalues are $\lambda_k$’s. Then $iA$ is a skew-hermitian matrix whose diagonal entries are zeroes and eigenvalues are $i\lambda_k$’s. Clearly, we can pick $\lambda_k$’s to be not symmetric about $0$, so they don’t necessarily come in conjugate pairs.

Pranay
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