Finding a Basis for 3x3 Symmetric Matrices

In summary, the conversation is about finding a basis for the vector space of all 3x3 symmetric matrices, where the participants discuss using an upper triangular matrix and splitting it into a set of matrices. They also discuss the conditions for a matrix to be symmetric and the importance of linear independence and span in finding a basis. One participant asks for help and the others offer guidance on how to approach the problem.
  • #1
robierob12
48
0
This is the problem that I am working on.

Find a basis for the vector space of all 3x3 symetric matricies.

Is this a good place to start

111
110
100

using that upper triangular

then spliting it into the set.

100 010 001 000 000 000
000 000 000 100 010 000
000 000 000 000 000 100

would that work?

i know that it has to be linearly independent and span.
 
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  • #2
Are any of the matrices you wrote out symmetric?

The matrix you started from isn't upper triangular, by the way. Why would you want to start with that matrix anyway? A symmetric matrix is one satisfying A=A^t, so take the 3x3 matrix

[a,b,c]
[d,e,f]
[g,h,j]

and transpose it, equate the two, what conditions do you now have on a,b,..,j?
 
  • #3
I choose

111
110
100

because it was equal to its transpose.
I know that b is equal to to d and so on for the transpose you mention.

I choose the six randomly as a guess.

seeing what happens to the above matrix you gave me though, how about this?

100
000
000 becuase a doesn't move

010
100
000 those have to be there

001
000
100 same here

000
000
001 and this

000
001
010

I guess that I am just looking for a pattern. Those seem better, I feel like there should be six though.
 
  • #4
One matrix is missing.
 
  • #5
000
010
000

right?
 
  • #6
Yes, right.
 
  • #7
Ok. So here is where my new issue arrises.

For this set of matricies to be a BASIS for all symertric 3x3 matricies then it has to linearly independent... right?

So I took my set.

100 010 000 001 000 000
000 100 010 000 001 000
000 000 000 100 010 001

and set it equal to a 3x3 zero matrice, and set up a system with scalars.
They end up all equaling zero... the trivial solution. Nice.

But they have to check out for span also to be considered a basis right?

That means that each one has to be a linear combination of the other five remaining right?

Well for some of them I get 0 = 1 for a solution

Anyone know where I am going wrong?

Thanks, Rob
 
  • #8
Yes. It is this line:

But they have to check out for span also to be considered a basis right?

That means that each one has to be a linear combination of the other five remaining right?

Reread the definition of span. Cos you've just written something that implies linear dependence. It spans if every symmetric matrix can be written as a combination of them, and that is obviously true.
 
  • #9
robierob12 said:
This is the problem that I am working on.

Find a basis for the vector space of all 3x3 symetric matricies.

would anyone help me solve this problem?

I read all posts above but still confuse.

Much appreciate.
 
  • #10
What is consfusing you? What is the generic symmetric matrix? Therefore what is a basis?
 
  • #11
I know 3x3 symmetric matrix formed by
a b c
d e f
g h i
and b=d c=g f=h
but I don't know how to start on this case.
What I'd write at beginning on my homework paper?
 
  • #12
Write that as a sum of matrices with lots of zeroes.
 
  • #13
That array just refuses to cooperate...
 
  • #14
To find a basis you just do three steps:
1) find the generic matrix (or vector in the general case)
2) break it up into a number of matricies where each one containes only one type of parameter with everything else zeros(but no two contain the same type)
3) turn the parameters in each matrix into ones.
 

1. What is a symmetric matrix?

A symmetric matrix is a square matrix in which the entries are symmetric about the main diagonal. This means that the entry at row i and column j is the same as the entry at row j and column i.

2. Why is finding a basis for 3x3 symmetric matrices important?

Finding a basis for 3x3 symmetric matrices is important because it allows us to represent any 3x3 symmetric matrix as a combination of a few simpler matrices. This can make computations and calculations involving symmetric matrices much easier.

3. How do you find a basis for 3x3 symmetric matrices?

To find a basis for 3x3 symmetric matrices, we use the Spectral Theorem which states that every symmetric matrix can be diagonalized and its eigenvalues are real. This means we can find a basis consisting of eigenvectors for the matrix.

4. What are the properties of a basis for 3x3 symmetric matrices?

A basis for 3x3 symmetric matrices must consist of linearly independent vectors, meaning that none of the vectors can be written as a linear combination of the others. Additionally, the basis must span the space of all 3x3 symmetric matrices, meaning that any 3x3 symmetric matrix can be written as a combination of the basis vectors.

5. Can a 3x3 symmetric matrix have more than one basis?

Yes, a 3x3 symmetric matrix can have more than one basis. This is because there are infinitely many possible combinations of linearly independent vectors that can form a basis for a given space. However, any basis for 3x3 symmetric matrices will have the same number of vectors, which is 3 in this case.

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