Checking for Vector Subspace Equality in 4-Dimensional Space

Click For Summary

Homework Help Overview

The problem involves checking if two sets of vectors generate the same subspace in \(\mathbb{R}^4\). The first set consists of two vectors, while the second set contains three vectors. Participants are discussing methods for comparing the subspaces generated by these vectors through matrix row reduction.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss using row reduction to determine if the matrices corresponding to the two sets of vectors are equal. There are questions about the efficiency of this method and the specific row transformations needed. Some participants express uncertainty about the row reduction process and seek clarification on matching results from both matrices.

Discussion Status

The discussion is ongoing, with various participants offering insights into the row reduction process. Some guidance has been provided regarding the steps to take, but there is no explicit consensus on the best approach yet. Participants are exploring different interpretations of the row reduction results.

Contextual Notes

There is a mention of the complexity of row reducing matrices of different sizes, specifically comparing 2x4 and 3x3 matrices, which may influence the discussion on methods and assumptions about the row reduction process.

Physicsissuef
Messages
908
Reaction score
0

Homework Statement



Check if this sets of vectors generate same subspace for [itex]\mathbb{R}^4[/itex].

{ (1,2,0,-1), (-2,0,1,1) } and { (-1,2,1,0),(-3,-2,1,2) , (-1,6,2,-1) }

Homework Equations


The Attempt at a Solution



Here is the one matrix.
[tex] \begin{bmatrix}<br /> 1 & 2 & 0 & -1 \\ <br /> -2 & 0 & 1 & 1<br /> \end{bmatrix}[/tex]
and the other
[tex] \begin{bmatrix}<br /> -1 & 2 & 1 & 0\\ <br /> -3 & -2 & 1 & 2\\ <br /> -1 & 6 & 2 & -1<br /> \end{bmatrix}[/tex]

I use row transformations to find out if this 2 matrices are equal. But how will I know which row transformations to implement?
 
Physics news on Phys.org
You can shoot for reduced Row-Echelon form on both matrices, but this may not be the fastest approach.
 
I think it is. Just row reduce both matrices and see if you get the same thing. (Since the first matrix has only two rows, to be the same, the second matrix will have to wind up with a row of zeros.)
 
Last edited by a moderator:
This two matrices are easy to find, because of the first 2x4 matrix. And what if I have two 3x3 matrices? is it easier?
 
It's slightly harder to row reduce a matrix with 3 rows than one with 2 rows, but not much.
 
The problem is to "match" the process of doing row reduction of the 2 matrices...
 
What do you mean by "matching"? You row reduce one matrix, row reduce the other and see if the results are the same.
 
By doing row reduction to the 1-nd matrix

[tex]\begin{bmatrix}<br /> 2 & 3 & -1 & 1\\ <br /> 1 & 1 & 0 & -2\\ <br /> 1 & 2 & -1 & 3<br /> \end{bmatrix}[/tex]

I get:

[tex] \begin{bmatrix}<br /> 0 & 1 & -1 & 5\\ <br /> 1 & 1 & 0 & -2\\ <br /> 0 & 0 & 0 & 0<br /> \end{bmatrix}[/tex]

and I have the 2-nd matrix.

[tex] \begin{bmatrix}<br /> 0 & 1 & -1 & 5\\ <br /> 4 & 5 & -1 & -3<br /> \end{bmatrix}[/tex]

If I make [itex]-5*R_1+R_2[/itex] I will get

[tex] \begin{bmatrix}<br /> 0 & 1 & -1 & 5\\ <br /> 4 & 0 & 4 & -27<br /> \end{bmatrix}[/tex]

And if I make [itex]-R_1+R_2[/itex] and after that dividing [itex]R_2[/itex] by 2, I will get:

[tex] \begin{bmatrix}<br /> 0 & 1 & -1 & 5\\ <br /> 1 & 1 & 0 & -2<br /> \end{bmatrix}[/tex]

Do you understand me what I am talking about?
 
Last edited:
HallsofIvy?
 
  • #10
No, I do not see what you are talking about. First, you haven't "row reduced" the first matrix: you should not have a 0 above the 1 in the first column. Also, although it is not strictly speaking part of the definition of "row reduced", you do not want a non-zero number above the first non-zero number in the second row. You should have
[tex]\left[\begin{array}{cccc}1 & 0 & 1 & -7 \\ 0 & 1 & -1 & 5\\0 & 0 & 0 & 0\end{array}\right][/tex]

For the second, you again should not have a 0 above a non-zero number in the first column: the first thing you should do is swap the two rows:
[tex]\left[\begin{array}{cccc}4 & 5 & -1 & -3 \\ 0 & 1 & -1 & -3\end{array}\right][/tex]

Now, to get rid of the non-zero, 5, above the first 1 in the second column, subtract 5 times the second row from the first:
[tex]\left[\begin{array}{cccc}4 & 0 & 4 & -28 \\ 0 & 1 & -1 & 5\end{array}\right][/tex].

Finally, dividing the first row by 4, we have
[tex]\left[\begin{array}{cccc}1 & 0 & 1 & -7 \\ 0 & 1 & -1 & 5\end{array}\right][/tex].
Which, dropping the all 0 third rwo in the first matrix, is exactly the same as the first matrix.

Do what you can to make the first numbers in each row match (the point being you can always get 1 0 ... and 0 1 ..., and see if the other numbers match.
 
  • #11
Aaah... I understand now.. Thank you very much...
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
1K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 21 ·
Replies
21
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 24 ·
Replies
24
Views
3K