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Row operations are given by multiplication by elementary matrices.

Created over 8 years ago, updated 10 days ago

Theorem. Performing an elementary row operation on a matrix $A$ is equivalent to left-multiplying $A$ by the corresponding elementary matrix.

If $E$ is the elementary matrix obtained by applying a row operation to $I_n$, then applying that same row operation to any $n \times m$ matrix $A$ yields the product $EA$.

Example. To swap rows 1 and 2 of $A = \begin{pmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{pmatrix}$, multiply by the elementary matrix $E_{12}$:
$$E_{12} A = \begin{pmatrix} 0 & 1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1 \end{pmatrix} \begin{pmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{pmatrix} = \begin{pmatrix} 4 & 5 & 6 \\ 1 & 2 & 3 \\ 7 & 8 & 9 \end{pmatrix}$$

Similarly, column operations correspond to right-multiplication by elementary matrices.