direct sum of Hermitian and skew-Hermitian matrices
In this example, we show that any square matrix with complex
entries can uniquely be decomposed into the sum of one Hermitian matrix
and
one skew-Hermitian matrix. A fancy way to say this is that
complex square matrices is the direct sum of Hermitian and skew-Hermitian
matrices.
Let us denote the vector space (over ℂ) of
complex square n×n matrices by M.
Further, we denote by M+ respectively M- the vector
subspaces of Hermitian and skew-Hermitian matrices.
We claim that
M | = | M+⊕M-. | (1) |
Since M+ and M- are vector subspaces of M, it is clear that M++M- is a vector subspace of M. Conversely, suppose A∈M. We can then define
A+ | = | 12(A+A∗), | ||
A- | = | 12(A-A∗). |
Here A∗=ˉAT, and ˉA is the complex conjugate of A,
and AT is the transpose
of A. It follows that A+ is Hermitian
and A- is anti-Hermitian. Since A=A++A-, any element
in M can be written as
the sum of one element in M+ and one element in M-. Let us check
that this decomposition is unique. If A∈M+∩M-, then
A=A∗=-A, so A=0.
We have established equation 1.
Special cases
-
•
In the special case of 1×1 matrices, we obtain the decomposition of a complex number
into its real and imaginary components
.
-
•
In the special case of real matrices, we obtain the decomposition of a n×n matrix into a symmetric matrix
and anti-symmetric matrix.
Title | direct sum of Hermitian and skew-Hermitian matrices |
---|---|
Canonical name | DirectSumOfHermitianAndSkewHermitianMatrices |
Date of creation | 2013-03-22 13:36:30 |
Last modified on | 2013-03-22 13:36:30 |
Owner | mathcam (2727) |
Last modified by | mathcam (2727) |
Numerical id | 5 |
Author | mathcam (2727) |
Entry type | Example |
Classification | msc 15A03 |
Classification | msc 15A57 |
Related topic | DirectSumOfEvenoddFunctionsExample |