Symmetric Matrices
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Linear Algebra › Symmetric Matrices
Explanation
Explanation
Explanation
Is  is an example of a symmetric matrix, a skew-symmetric matrix, or a Hermitian matrix?
Both skew-symmetric and Hermitian
Skew-symmetric
Hermitian
Symmetric
Both symmetric and Hermitian
Explanation
A matrix can be identified as symmetric, skew-symmetric, or Hermitian, if any of these, by comparing the matrix to its transpose, the result of interchanging rows with columns.
The transpose of  is
A matrix  is symmetric if and only if 
. This can be seen to not be the case.
A matrix  is skew-symmetric if 
. Taking the additive inverse of each entry in 
, it can be seen that
.
 is therefore skew-symmetric.
A matrix  is Hermitian if it is equal to its conjugate transpose 
. Find this by changing each entry in 
 to its complex conjugate:
 is also Hermitian.
Is  is an example of a symmetric matrix, a skew-symmetric matrix, or a Hermitian matrix?
Skew-symmetric
Hermitian
Symmetric
Both skew-symmetric and Hermitian
Both symmetric and Hermitian
Explanation
The answer to this question can be found by first comparing 
and
.
Note that .
Also note that for all ,
and
Setting , we get that
and
.
It follows that
,
and that  can be rewritten as
A matrix can be identified as symmetric, skew-symmetric, or Hermitian, if any of these, by comparing the matrix to its transpose, the result of interchanging rows with columns. The transpose of  is
Each entry in  is equal to the additive inverse of the corresponding entry in 
; that is, 
.This identifies 
 as skew-symmetric by definition.
Which of the following is equal to 
 does not exist.
Explanation
 is the transpose of 
 - the result of interchanging the rows of 
 with its columns. 
 is the conjugate transpose of 
 - the result of changing each entry of 
 to its complex conjugate. Therefore, if
,
then
.
True or False: All skew-symmetric matrices are also symmetric matrices.
False
True
Explanation
If  is skew-symmetric, then 
. But if 
 were symmetric, then 
. Both conditions would only hold if 
 was the zero matrix, which is not always the case.
Explanation
Evaluate  so that 
 is a skew-Hermitian matrix.
 cannot be made skew-Hermitian regardless of the value of 
.
Explanation
 is a skew-Hermitian matrix if it is equal to the additive inverse of its conjugate transpose - that is, if
Therefore, first, take the transpose of :
Obtain the conjugate transpose by changing each element to its complex conjugate:
Now find the additive inverse of this by changing each entry to its additive inverse:
For , or,
i
It is necessary and sufficient that the two equations
and
These conditions are equivalent, so
makes  skew-Hermitian.
Which of the following dimensions cannot be that of a symmetric matrix?
2x3
1x1
2x2
3x3
27x27
Explanation
A symmetric matrix is one that equals its transpose. This means that a symmetric matrix can only be a square matrix: transposing a matrix switches its dimensions, so the dimensions must be equal. Therefore, the option with a non square matrix, 2x3, is the only impossible symmetric matrix.