direct sum of Hermitian and skew-Hermitian matrices
In this example, we show that any square matrix with complexentries can uniquely be decomposed into the sum of one Hermitian matrix
andone skew-Hermitian matrix. A fancy way to say this is thatcomplex square matrices is the direct sum of Hermitian and skew-Hermitianmatrices.
Let us denote the vector space (over ) ofcomplex square matrices by .Further, we denote by respectively the vectorsubspaces of Hermitian and skew-Hermitian matrices.We claim that
(1) |
Since and are vector subspaces of , it is clearthat is a vector subspace of . Conversely, suppose. We can then define
Here , and is the complex conjugate of ,and is the transpose
of . It follows that is Hermitianand is anti-Hermitian. Since , any elementin can be written asthe sum of one element in and one element in . Let us checkthat this decomposition is unique. If , then, so .We have established equation 1.
Special cases
- •
In the special case of matrices, we obtain thedecomposition of a complex number
into its real and imaginary components
.
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In the special case of real matrices, we obtain the decomposition ofa matrix into a symmetric matrix
and anti-symmetric matrix.