MHB Find LU-Factorization of A with 1's Along Main Diagonal of L

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SUMMARY

The LU-factorization of the matrix \( A=\begin{bmatrix} a & b \\ c & d \end{bmatrix} \) can be expressed as \( A=LU \), where \( L \) contains 1's along its main diagonal. The matrix \( U \) is derived as \( U=-\frac{c}{a}r_1+r_2 \) leading to \( A=\begin{bmatrix} a & b \\ 0 & d-cb \end{bmatrix} \). A key restriction for this factorization is that \( a \neq 0 \); otherwise, a permutation matrix \( P \) is required to maintain invertibility. The discussion confirms that for \( A \in \mathbb{R}^{n \times n} \) to be invertible, the factorization \( PA=LU \) is applicable.

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skoker
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find the LU-factorization of $A=\begin{bmatrix} a\ b\ \; \\ c\ d\ \; \end{bmatrix}$ that has 1's along the main diagonal of L.are there restrictions on the matrix A?\( A=\begin{bmatrix} \;a\ b\ \; \\ \;c\ d\ \; \end{bmatrix} \)

\( U=-\frac{c}{a}r_1+r_2\rightarrow r_2\begin{bmatrix} \;a\ b\ \; \\ \;0\ d-cb\ \; \end{bmatrix}
=\underset{E_1}{\begin{bmatrix} \;1\ 0\ \; \\ \;-\frac{c}{a}\ 1\ \; \end{bmatrix}}.\underset{A}{\begin{bmatrix} \;a\ b\ \; \\ \;c\ d\ \; \end{bmatrix}} \)

\( L=\underset{E^{-1}_1}{\begin{bmatrix} \;1\ 0\ \; \\ \;\frac{c}{a}\ 1\ \; \end{bmatrix}} \)

\( \therefore A=LU \)

first does this satisfy the the a=lu? also i am not sure the restrictions they are talking about? it seems to have no restrictions.
 
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The obvious restriction in that factorisation is that you must have $a\ne 0$.
 
that is true. i can not think of any of the matrix properties that would be a restriction with \( abcd \quad n \times n \). A is consistent and invertible. so i would not have any problems i think.
 
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In general for $A\in\mathbb{R}^{n\times n}$ invertible we can get the factorization $PA=LU$ were $P$ is a permutation matrix. In our case, if $a=0$ then, $c\neq 0$ and you can choose $P=\begin{bmatrix}{0}&{1}\\{1}&{0}\end{bmatrix}$ .
 
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