We are given a matrix $A$ of size $m \times n$ with rank $r$, where $r < n$. We need to show that for any $\varepsilon > 0$, there exists a matrix $B$ of the same size such that the rank of $B$ is $n$ (the maximal possible rank for an $m \times n$ matrix) and the
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