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Uniqueness of RREF

A proof of the uniqueness of RREF

We shall show that every matrix has unique RREF. More precisely, we shall show the following.
If $B$ and $C$ have the same size, are both in RREF and have the same row space, then $B=C.$
Our argument is a slightly simplified version of a proof by Thomas Yuster.

Let $B$ and $C$ be $m\times n.$ Since they have the same row space, so they must have the same rank, $r,$ say. Hence they must both have the first $r$ rows nonzero, and the last $m-r$ rows null.

We shall apply induction on $n.$ Trivial for $n=1.$

By induction hypothesis, $B$ and $C$ must have the first $n-1$ columns identical.

Shall show that the $n$-th columns of $B$ and $C$ must also match. This will complete the proof.

For this it is enough to show that if $b_{in}\neq 0$ then $c_{in}=b_{in}.$

Let $b_{in}\neq 0.$ Then $i\in\{1,...,r\}.$ The $i$-th row of $B$ must be a linear combination of the top $r$ rows of $C.$ But due to RREF structure, these rows of $C$ (except the $i$-th one) cannot be present in the linear combination. So the $i$-th row of $B$ must be a multiple of the $i$-th row of $C.$ But due to the presence of the leading 1, the multiplying factor must be $1.$ Hence the result.

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