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

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Homework Help Overview

The discussion revolves around the question of whether the set of all 2x2 singular matrices constitutes a vector space. Participants explore the properties of singular matrices, particularly in relation to matrix addition and the implications for vector space criteria.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants examine the addition of singular matrices and question whether their sum remains singular. There is a focus on the determinant of the matrices involved and the implications of obtaining a nonsingular matrix from the addition of two singular matrices.

Discussion Status

Some participants have provided examples to illustrate their points, while others seek clarification on specific statements made. The discussion is exploring various interpretations of the properties of singular matrices and their relationship to vector spaces, with no explicit consensus reached yet.

Contextual Notes

There is an emphasis on the definition of a vector space and the requirements that must be satisfied, particularly regarding the closure under addition. Participants are questioning the validity of certain statements made about singular matrices and their properties.

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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