If A^2 = 0, then A is not an invertible matrix

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Homework Help Overview

The discussion revolves around the properties of a matrix \( A \) such that \( A^2 = 0 \). Participants are tasked with showing that \( A \) is not an invertible matrix, exploring the implications of this condition within linear algebra.

Discussion Character

  • Conceptual clarification, Assumption checking, Mixed

Approaches and Questions Raised

  • Participants discuss a proof by contradiction, assuming \( A \) is invertible and deriving a contradiction. Some suggest considering the kernel of \( A \) and its implications for invertibility. Others mention the possibility of using determinants, although it may not be allowed at this stage.

Discussion Status

The discussion is active, with multiple participants offering insights and affirmations of each other's reasoning. There is a recognition of the existence of nonzero matrices for which \( A^2 = 0 \), prompting further exploration of their invertibility.

Contextual Notes

Some participants note that the problem may impose restrictions on the use of certain methods, such as determinants, which could affect the approaches taken.

Mr Davis 97
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Homework Statement


Suppose that ##A^2 = 0##. Show that ##A## is not an invertible matrix

Homework Equations

The Attempt at a Solution


We can do a proof by contradiction. Assume that ##A^2 = 0## and that ##A## is invertible. This would imply that ##A=0##, which is to say that A is not invertible, since ##0## has no inverse. This is a contraction, so it must be the case that if ##A^2 = 0##, then ##A## is not invertible.

Is this the way I should be doing this problem?
 
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Mr Davis 97 said:

Homework Statement


Suppose that ##A^2 = 0##. Show that ##A## is not an invertible matrix

Homework Equations

The Attempt at a Solution


We can do a proof by contradiction. Assume that ##A^2 = 0## and that ##A## is invertible. This would imply that ##A=0##, which is to say that A is not invertible, since ##0## has no inverse. This is a contraction, so it must be the case that if ##A^2 = 0##, then ##A## is not invertible.

Is this the way I should be doing this problem?
I first thought - and this might well have been intended - that you should show, that there is a non-trivial element in the kernel of ##A##, namely the entire image of ##A##, but I like your solution better.
 
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Mr Davis 97 said:

Homework Statement


Suppose that ##A^2 = 0##. Show that ##A## is not an invertible matrix

Homework Equations

The Attempt at a Solution


We can do a proof by contradiction. Assume that ##A^2 = 0## and that ##A## is invertible. This would imply that ##A=0##, which is to say that A is not invertible, since ##0## has no inverse. This is a contraction, so it must be the case that if ##A^2 = 0##, then ##A## is not invertible.

Is this the way I should be doing this problem?

Looks good to me as well. Note that you can prove this directly by using determinants, but I suspect you are not allowed to use determinants at this stage.
 
Mr Davis 97 said:
We can do a proof by contradiction. Assume that ##A^2 = 0## and that ##A## is invertible. This would imply that ##A=0##,
There are nonzero matrices so as A2=0. You should prove that they are not invertible.
For example, the square of the following matrix is zero.
\begin{pmatrix}

0 & 1 \\
0 & 0

\end{pmatrix}
 
Last edited:
ehild said:
There are nonzero matrices so as A2=0. You should prove that they are not invertible.

If A^2 = 0 and A is invertible, this implies A^(-1) A^2 = A^(-1) 0 = 0. No need to bother with non-invertible A's here.
 

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