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  • Elementary matrices

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  • Definition of elementary matrix
  • A nonsingular matrix can be written as a product of elementary matrices.
  • Row operations are given by multiplication by elementary matrices.
  • Elementary matrices are invertible/nonsingular.
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Description:Added mathematical content
# A nonsingular matrix can be written as a product of elementary matrices.

Put content here**Theorem.** Every invertible (nonsingular) matrix $A$ can be written as a product of elementary matrices:
$$A = E_k E_{k-1} \cdots E_2 E_1$$
where each $E_i$ is an elementary matrix.
⏎
**Proof sketch.** If $A$ is nonsingular, it can be reduced to the identity matrix by a finite sequence of elementary row operations. If $E_1, E_2, \ldots, E_k$ are the corresponding elementary matrices, then:
$$E_k E_{k-1} \cdots E_1 A = I$$
which gives $A = E_1^{-1} E_2^{-1} \cdots E_k^{-1}$. Since the inverse of an elementary matrix is also elementary, the result follows.
⏎
**Example.** The matrix $A = \begin{pmatrix} 2 & 1 \\ 1 & 1 \end{pmatrix}$ can be reduced to $I$ by row operations, so $A = E_1^{-1} E_2^{-1} E_3^{-1}$ for appropriate elementary matrices.

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* Elementary matrices
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