Finding a Basis for 3x3 Symmetric Matrices

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Homework Help Overview

The problem involves finding a basis for the vector space of all 3x3 symmetric matrices. Participants are exploring the characteristics of symmetric matrices and the requirements for a set of matrices to form a basis.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the definition of symmetric matrices and the conditions for linear independence and spanning. There are attempts to identify specific matrices that could form a basis, with some questioning the initial choices made.

Discussion Status

Some participants have provided guidance on the properties of symmetric matrices and the requirements for a basis. There is an ongoing exploration of the correct matrices to include and the implications of linear dependence and span.

Contextual Notes

Participants are grappling with the definitions and properties of symmetric matrices, as well as the implications of their choices for forming a basis. There is mention of confusion regarding the definitions of span and linear independence.

robierob12
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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.
 
Last edited:
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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?
 
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 because 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.
 
One matrix is missing.
 
000
010
000

right?
 
Yes, right.
 
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
 
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.
 
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.
 

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