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skew-Hermitian matrix
Definition. A square matrix with complex entries is skew-Hermitian, if
Here , is the transpose of , and is is the complex conjugate of the matrix .
Properties.
1. The trace of a skew-Hermitian matrix is imaginary.
2. The eigenvalues of a skew-Hermitian matrix are imaginary.
Proof. Property (1) follows directly from property (2) since the trace is the sum of the eigenvalues. But one can also give a simple proof as follows. Let and be the real respectively imaginary parts of the elements in . Then the diagonal elements of are of the form , and the diagonal elements in are of the form . Hence , i.e., the real part for the diagonal elements in must vanish, and property (1) follows. For property (2), suppose is a skew-Hermitian matrix, and an eigenvector corresponding to the eigenvalue , i.e.,
| (1) |
Here, is a complex column vector. Since is an eigenvector, is not the zero vector, and . Without loss of generality we can assume . Thus
Hence the eigenvalue corresponding to is imaginary.
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