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If I reduce two matrix into reduced row echelon form and both of them becomes an identity matrix, does this mean they are both row equivalent?
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Well, two matrices are row-equivalent if you can get from one to the other using elementary row operations (EROs). Now say two matrices A and B both reduce to the identity. But EROs are reversible! So if you can get from B to the identity using EROs, then you can get from the identity to B also using EROs. So you can get from A, to the identity, to B, all using EROs. So the answer is yes.
In fact, if you can reduce two matrices to the *same* matrix (not necessarily the identity) using EROs, then the two original matrices are row equivalent.
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