Dimension of all 2x2 symmetric matrices?

In summary: This is because every symmetric matrix can be written as a combination of these basis elements. Additionally, the space of 2 by 2 diagonal matrices has dimension 2, and the space of 2 by 2 antisymmetric matrices has dimension 2, making the sum of these three spaces have dimension 2+2+3=7, which is the total dimension of the space of 2 by 2 matrices.
  • #1
kostoglotov
234
6
I think it's 3...

All 2x2 can be written as

[tex]a_1 A_1 + a_2 A_2 + a_3 A_3 + a_4 A_4[/tex]

with

[itex]A_1 =
\begin{bmatrix}
1 & 0 \\
0 & 0
\end{bmatrix}
[/itex], [itex]A_2 =
\begin{bmatrix}
0 & 1 \\
0 & 0
\end{bmatrix}
[/itex], [itex]A_3 =
\begin{bmatrix}
0 & 0 \\
1 & 0
\end{bmatrix}
[/itex], [itex]A_4 =
\begin{bmatrix}
0 & 0 \\
0 & 1
\end{bmatrix}
[/itex]

And 2x2 Symm = [itex]a_1 A1 + a_2 (A_2 + A_3) + a_4 A_4[/itex], and if we combine [itex]A_2 + A_3[/itex] into a single basis element [itex]A^*[/itex], then [itex]A^*[/itex] is still independent of [itex]A_1[/itex] and [itex]A_4[/itex]...so actually all 2x2 symm matrices should be in a space of dimension 3...and the basis elements are [itex]A_1 \ A_2 \ and \ A^*[/itex]?
 
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  • #2
Yes, but note that the title says "diagonal matrices", which aren't the same as symmetric matrices. The space of 2##\times##2 diagonal matrices has dimension 2.
 
  • Like
Likes Daeho Ro and kostoglotov
  • #3
This is true. It is also interesting to consider the dimension of the antisymmetric matrices, [itex]A^T=-A[/itex].

In general for the space of [itex]n \times n[/itex] matrices, you can write [itex]A=\frac{1}{2} (A+A^T)+\frac{1}{2}(A-A^T)[/itex] for any matrix [itex]A[/itex] (i.e 'decompose' into symmetric and antisymmetric parts). Furthermore, the sum of the dimensions of these two spaces always adds to [itex]n^2[/itex]:

Denote the space of [itex]n \times n[/itex] symmetric matrices as [itex]S_1[/itex] and the space of [itex]n \times n [/itex] antisymmetric matrices as [itex]S_2[/itex].

Then [itex]dim(S_1 \cap S_2) = 0 \Rightarrow dim(S_1 +S_2)=dim(S_1)+dim(S_2)[/itex]

Clearly we cannot gain dimensions by adding together two subsets of the larger set, but we have shown above that we can write any [itex]n \times n [/itex] matrix as a sum of elements in each of these subspaces. So we conclude that [itex]dim(S_1) + dim(S_2)=n^2[/itex] as required.
 
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Likes Geofleur
  • #4
kostoglotov said:
I think it's 3...

All 2x2 can be written as

[tex]a_1 A_1 + a_2 A_2 + a_3 A_3 + a_4 A_4[/tex]

with

[itex]A_1 =
\begin{bmatrix}
1 & 0 \\
0 & 0
\end{bmatrix}
[/itex], [itex]A_2 =
\begin{bmatrix}
0 & 1 \\
0 & 0
\end{bmatrix}
[/itex], [itex]A_3 =
\begin{bmatrix}
0 & 0 \\
1 & 0
\end{bmatrix}
[/itex], [itex]A_4 =
\begin{bmatrix}
0 & 0 \\
0 & 1
\end{bmatrix}
[/itex]

And 2x2 Symm = [itex]a_1 A1 + a_2 (A_2 + A_3) + a_4 A_4[/itex], and if we combine [itex]A_2 + A_3[/itex] into a single basis element [itex]A^*[/itex], then [itex]A^*[/itex] is still independent of [itex]A_1[/itex] and [itex]A_4[/itex]...so actually all 2x2 symm matrices should be in a space of dimension 3...and the basis elements are [itex]A_1 \ A_2 \ and \ A^*[/itex]?
Yes, a basis for the space of 2 by 2 symmetric matrices is
[tex]\begin{bmatrix}1 & 0 \\ 0 & 0 \end{bmatrix}[/tex]
[tex]\begin{bmatrix}0 & 1 \\ 1 & 0 \end{bmatrix}[/tex] and
[tex]\begin{bmatrix}0 & 0 \\ 0 & 1 \end{bmatrix}[/tex]
 

1. What is a 2x2 symmetric matrix?

A 2x2 symmetric matrix is a square matrix with two rows and two columns, where the entries on the diagonal are equal and the entries above and below the diagonal are mirror images of each other.

2. How many dimensions does a 2x2 symmetric matrix have?

A 2x2 symmetric matrix has a total of four dimensions, as it has two rows and two columns.

3. What is the general form of a 2x2 symmetric matrix?

The general form of a 2x2 symmetric matrix is:
[a b]
[b c]
where a, b, and c are real numbers.

4. What is the determinant of a 2x2 symmetric matrix?

The determinant of a 2x2 symmetric matrix is (a*c) - (b*b). This means that the determinant is always a real number and can be positive, negative, or zero.

5. How many unique 2x2 symmetric matrices are there?

There are an infinite number of unique 2x2 symmetric matrices, as there are an infinite number of possible values for a, b, and c in the general form of a 2x2 symmetric matrix.

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