66 lines
3.2 KiB
TeX
66 lines
3.2 KiB
TeX
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\subsection{Problem 1}
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Solve the system and find the pivots when:
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\begin{equation*}
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\systeme{2u-v=0,-u+2v-w=0,-v+2w-z=0,-w+2z=5}
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\end{equation*}
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\subsubsection*{Mathematics}
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The solution to a linear system like the one presented above may be obtained via Gauss-Jordan Elimination. An augmented matrix
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$\matr{B} = \begin{amatrix}{1}{1}
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\matr{A} & \matr{b}
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\end{amatrix}$, where $\matr{A}$ is a coefficient matrix, and $\matr{b}$ is a column vector of constant terms, is assembled. Then, the algorithm implemented in \ref{algorithm:5} is performed. Note, that none of the $a_{ii}$ can be equal to zero for this algorithm to work properly\footnote{Explanation of this property is presented in \ref{problem:2}}.
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\subsubsection*{Solution}
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Manual calculations were performed. In the following transformations a row normalization is presented above the arrow and then a zeroing is below it.
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\begin{equation*}
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\begin{split}
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\begin{amatrix}{1}{1}
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\matr{A} & \matr{b}
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\end{amatrix} =
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\begin{amatrix}{4}{1}
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\phantom{-}2 & -1 & \phantom{-}0 & \phantom{-}0 & 0\\
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-1 & \phantom{-}2 & -1 & \phantom{-}0 & 0\\
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\phantom{-}0 & -1 & \phantom{-}2 & -1 & 0\\
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\phantom{-}0 & \phantom{-}0 & -1 & \phantom{-}2 & 5
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\end{amatrix} \xrightarrow[R_2 + R_1]{\frac{1}{2}R_1}
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\begin{amatrix}{4}{1}
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\phantom{-}1 & -\frac{1}{2} & \phantom{-}0 & \phantom{-}0 & 0\\
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\phantom{-}0 & \phantom{-}\frac{3}{2} & -1 & \phantom{-}0 & 0\\
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\phantom{-}0 & -1 & \phantom{-}2 & -1 & 0\\
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\phantom{-}0 & \phantom{-}0 & -1 & \phantom{-}2 & 5
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\end{amatrix} \xrightarrow[\substack{R_1+\frac{1}{2}R_2\\R_3+R_2}]{\frac{2}{3}R_2} \\
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\xrightarrow[R_3+\frac{2}{3}R_2]{\frac{2}{3}R_2}
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\begin{amatrix}{4}{1}
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\phantom{-}1 & \phantom{-}0 & -\frac{1}{3} & \phantom{-}0 & 0\\
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\phantom{-}0 & \phantom{-}1 & -\frac{2}{3} & \phantom{-}0 & 0\\
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\phantom{-}0 & \phantom{-}0 & \phantom{-}\frac{4}{3} & -1 & 0\\
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\phantom{-}0 & \phantom{-}0 & -1 & \phantom{-}2 & 5
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\end{amatrix} \xrightarrow[\substack{R_1+\frac{1}{3}R_3\\R_2+\frac{2}{3}R_3\\R_4+R_3}]{\frac{3}{4}R_3}
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\begin{amatrix}{4}{1}
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\phantom{-}1 & \phantom{-}0 & \phantom{-}0 & -\frac{1}{4} & 0\\
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\phantom{-}0 & \phantom{-}1 & \phantom{-}0 & -\frac{1}{2} & 0\\
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\phantom{-}0 & \phantom{-}0 & \phantom{-}1 & -\frac{3}{4} & 0\\
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\phantom{-}0 & \phantom{-}0 & \phantom{-}0 & -\frac{4}{3} & 5
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\end{amatrix} \xrightarrow[\substack{R_1+\frac{1}{4}R_4\\R_2+\frac{1}{2}R_4\\R_3+\frac{3}{4}R_4}]{-\frac{3}{4}R_4}\\
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\xrightarrow[\substack{R_1+\frac{1}{4}R_4\\R_2+\frac{1}{2}R_4\\R_3+\frac{3}{4}R_4}]{-\frac{3}{4}R_4}
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\begin{amatrix}{4}{1}
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\phantom{-}1 & \phantom{-}0 & \phantom{-}0 & \phantom{-}0 & 1\\
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\phantom{-}0 & \phantom{-}1 & \phantom{-}0 & \phantom{-}0 & 2\\
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\phantom{-}0 & \phantom{-}0 & \phantom{-}1 & \phantom{-}0 & 3\\
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\phantom{-}0 & \phantom{-}0 & \phantom{-}0 & \phantom{-}1 & 4
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\end{amatrix} \rightarrow
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\begin{cases}
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u=1\\
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v=2\\
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w=3\\
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z=4
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\end{cases}
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\end{split}
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\end{equation*}
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Above result was verified with the Algorithm~\ref{algorithm:5}:
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\lstinputlisting[style=Matlab-editor]{problems/Problem1.m}
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