Why is the set of all 2x2 singular matrices not a vector space?

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SUMMARY

The set of all 2x2 singular matrices is definitively not a vector space. This conclusion arises from the fact that the sum of two singular matrices can yield a nonsingular matrix, violating the closure property required for vector spaces. For example, adding the matrices \(\begin{bmatrix} 1 & 0\\ 0&0 \end{bmatrix}\) and \(\begin{bmatrix} 0 & 1\\ 0& 1 \end{bmatrix}\) results in \(\begin{bmatrix} 1 & 1\\ 0 & 1 \end{bmatrix}\), which is nonsingular. Thus, the set fails to meet the criteria necessary to be classified as a vector space.

PREREQUISITES
  • Understanding of matrix operations, specifically addition and determinants.
  • Knowledge of the properties of vector spaces, including closure under addition.
  • Familiarity with the concept of singular and nonsingular matrices.
  • Basic linear algebra concepts, particularly related to matrices and their inverses.
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  • Study the properties of vector spaces in linear algebra.
  • Learn about the implications of matrix singularity and nonsingularity.
  • Explore examples of vector spaces and their closure properties.
  • Investigate the role of determinants in determining matrix properties.
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Students of linear algebra, mathematics educators, and anyone interested in understanding the fundamental properties of matrices and vector spaces.

xvtsx
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Homework Statement


The set of all 2x2 singular matrices is not a vector space. why?
\begin{bmatrix} 1 & 0\\ 0&0 \end{bmatrix}+\begin{bmatrix} 0 & 1\\ 0& 1 \end{bmatrix}=\begin{bmatrix} 1 & 1\\ 0 & 1 \end{bmatrix}

Homework Equations


Is it because the determinant in both are zero, but by performing addition you get a nonsingular matrix from a two singular matrices.


The Attempt at a Solution


det(0)+det(0)=0
c*det(0) = 0
 
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\begin{pmatrix}1&0\\0&0\end{pmatrix}+\begin{pmatrix}0&0\\0&1\end{pmatrix}=\ldots
 
arkajad said:
\begin{pmatrix}1&0\\0&0\end{pmatrix}+\begin{pmatrix}0&0\\0&1\end{pmatrix}=\ldots

Sorry, but can you explain what you meant? Thanks
 
Can you add these two matrices? Are they both singular? Is their sum singular? Is the set of singular matrices a vector space?
 
They are both singular and if you add them up the result would be a nonsingular matrix. Singular matrices don't have a inverse, so they aren't vector spaces.
 
xvtsx said:
They are both singular and if you add them up the result would be a nonsingular matrix. Singular matrices don't have a inverse, so they aren't vector spaces.

The last sentence is not a good one. In fact it is very very bad (it would be a good exercise for you to find out why it is so bad). A good one is:

In a vector space, for any two vectors from this space, their sum should be again a vector in the same space.

The examples show that this is not the case with singular matrices: one can find examples of two singular matrices whose sum is not a singular matrix. Therefore the set of all singular matrices does not satisfy one of the necessary requirements to be a vector space. Therefore it is not a vector space.
 

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