Is it possible for matrices to be equal but their columns not equal?

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The discussion centers on the mathematical concept of matrix equality and the implications of singular matrices. It is established that if AB = AC, then B may not equal C if matrix A is singular. This is further supported by examples demonstrating that non-square matrices can also yield equal products without equal factors. The key takeaway is that the rank of matrix A and its nullspace play critical roles in determining the equality of matrices B and C.

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yaganon
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If AB = AC, it's possible that B /= C

conversely:
if BA = CA, is it possible that C /= B?

/= means doesn't equal
 
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Certainly. In both cases let A = 0, B = Anything, C = Anything else.
 
More generally, if A is a matrix that does not have an inverse, then we can have A(B- C)= 0 without B- C being equal to 0. And, similarly, (B- C)A= 0 without B- C= 0.
 
hallsofivy

why does A have to be singular?
 
yaganon said:
hallsofivy

why does A have to be singular?

say
AB=AC
suppose A has an inverse D such that AD=DA=
DAB=DAC
B=C
thus if B/=C A must be singular

Also the matrices might not be square
[[1,1,1]]*[[1,1,1]]=[[1,1,1]]*[[3,0,0]]=[[3]]
where * is the adjoint
[[1,1,1]]/=[[3,0,0]]
 
A basic example for you...

\begin{pmatrix}0 &amp; 0 &amp; 0\\0 &amp;1 &amp; 0\\ 0 &amp; 0 &amp;0\end{pmatrix} = \begin{pmatrix}1 &amp; 0 &amp; 1\\0 &amp;1 &amp; 0\\ 1 &amp; 0 &amp;1\end{pmatrix} \begin{pmatrix}1 &amp; 0 &amp; -1\\0 &amp;1 &amp; 0\\ -1 &amp; 0 &amp;1\end{pmatrix} = \begin{pmatrix}1 &amp; 0 &amp; 1\\0 &amp;1 &amp; 0\\ 1 &amp; 0 &amp;1\end{pmatrix} \begin{pmatrix}2 &amp; 0 &amp; -5\\0 &amp;1 &amp; 0\\ -2 &amp; 0 &amp;5\end{pmatrix} = <br /> \begin{pmatrix}0 &amp; 0 &amp; 0\\0 &amp;1 &amp; 0\\ 0 &amp; 0 &amp;0\end{pmatrix}<br />

But

\begin{pmatrix}1 &amp; 0 &amp; -1\\0 &amp;1 &amp; 0\\ -1 &amp; 0 &amp;1\end{pmatrix} \neq \begin{pmatrix}2 &amp; 0 &amp; -5\\0 &amp;1 &amp; 0\\ -2 &amp; 0 &amp;5\end{pmatrix}

If you look at the rank of A and the vector that is in the nullspace of A, you can see why this holds with the columns of the B and C are chosen as such.
 
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