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Rouché–Capelli theorem
Classify the following systems as the number of solutions that they have:
$\left\{ \begin{array} {rcl} x+y-2z & = & 3 \\ 5x+5y-4z &=& 1 \\ 3x+2y-z &=& 1 \end{array}\right.$
$\left\{ \begin{array} {rcl} x+y-2z & = & 4 \\ 2x+2y-4z &=& 15 \\ x+y-z &=& 1 \end{array}\right.$
$\left\{ \begin{array} {rcl} x-y+2z & = & 1 \\ x+3y-5z &=& 4 \\ 2x-2y+4z &=& 2 \end{array}\right.$
- We take the coefficient matrix and its range. $$A=\begin{pmatrix} 1 & 1 & -2 \\ 5 & 5 & -4 \\ 3 & 2 & -1 \end{pmatrix}$$ We calculate the range $$ |1|\neq0; \ \ \ \left| \begin{matrix} 1 & -2\\ 5 & -4 \end{matrix} \right|=6\neq0; \ \ \ \left| \begin{matrix} 1 & 1 & -2\\ 5 & 5 & -4 \\ 3 & 2 & -1 \end{matrix} \right|=6\neq0$$
so $r(A)=3$.
We find the range of the augmented matrix. $$A'=\begin{pmatrix} 1 & 1 & -2 & 3 \\ 5 & 5 & -4 & 1 \\ 3 & 2 & -1 & 1 \end{pmatrix}$$ Until $3\times3$ we have different from zero $$\left| \begin{matrix} 1 & 1 & -2\\ 5 & 5 & -4 \\ 3 & 2 & -1 \end{matrix} \right|=6\neq0$$ and it's not possible $4\times4$ so $r(A')=3$.
We apply the theorem of Rouché, we have $n=3$ (number of unknowns) and $r(A)=r(A')=3$, we are on the case:
$r=r'=n$, Determinate Compatible System.
- Finally we solve the compatible system. It can be done using the Gauss method or by using Cramer's rule.
$\Delta_1=\left| \begin{matrix} 3 & 1 & -2\\ 1 & 5 & -4 \\ 1 & 2 & -1 \end{matrix} \right|=12, \ \ $ $\Delta_2=\left| \begin{matrix} 1 & 3 & -2\\ 5 & 1 & -4 \\ 3 & 1 & -1 \end{matrix} \right|=-22, \ \ $ $\Delta_3=\left| \begin{matrix} 1 & 1 & 3\\ 5 & 5 & 1 \\ 3 & 2 & 1 \end{matrix} \right|=-14$ $$x=\dfrac{12}{6}=2; \ y=-\dfrac{22}{6}=-\dfrac{11}{3}; \ z=-\dfrac{14}{6}=-\dfrac{7}{3}$$
- We take the coefficient matrix and its range. $$A=\begin{pmatrix} 1 & 1 & -2 \\ 2 & 2 & -4 \\ 1 & 1 & -1 \end{pmatrix}$$ We calculate the range $$ |1|\neq0; \ \ \ \left| \begin{matrix} 1 & -2\\ 2 & -4 \end{matrix} \right|=-2\neq0; \ \ \ \left| \begin{matrix} 1 & 1 & -2\\ 2 & 2 & -4 \\ 1 & 1 & -1 \end{matrix} \right|=0$$
so $r(A)=2$.
We find the range of the augmented matrix. $$A'=\begin{pmatrix} 1 & 1 & -2 & 4 \\ 2 & 2 & -4 & 15 \\ 1 & 1 & -1 & 1 \end{pmatrix}$$ We check order $3\times3$ because until $2\times2$ we have different from zero: $$\left| \begin{matrix} 1 & -2 & 4\\ 2 & -4 & 15 \\ 1 & -1 & 1 \end{matrix} \right|=-7\neq0$$ then $r(A')=3$.
We apply the theorem of Rouché, we have $n=3$ (number of unknowns) and $r(A)=2$, $r(A')=3$, we are on the case:
$r\neq r'$, Incompatible System.
- We take the coefficient matrix and its range. $$A=\begin{pmatrix} 1 & -1 & 2 \\ 1 & 3 & -5 \\ 2 & -2 & 4 \end{pmatrix}$$ We calculate the range $$ |1|\neq0; \ \ \ \left| \begin{matrix} 1 & -1\\ 1 & 3 \end{matrix} \right|=4\neq0; \ \ \ \left| \begin{matrix} 1 & -1 & 2\\ 1 & 3 & -5 \\ 2 & -2 & 4 \end{matrix} \right|=0$$
so $r(A)=2$.
We find the range of the augmented matrix. $$A'=\begin{pmatrix} 1 & -1 & 2 & 1 \\ 1 & 3 & -5 & 4 \\ 2 & -2 & 4 & 2 \end{pmatrix}$$ We check order $3\times3$ because until $2\times2$ we have different from zero: $$\left| \begin{matrix} 1 & -1 & 1\\ 1 & 3 & 4 \\ 2 & -2 & 2 \end{matrix} \right|=0; \ \ \left| \begin{matrix} 1 & 2 & 1\\ 1 & -5 & 4 \\ 2 & 4 & 2 \end{matrix} \right|=0; \left| \begin{matrix} -1 & 2 & 1\\ 3 & -5 & 4 \\ -2 & 4 & 2 \end{matrix} \right|=0; $$ then $r(A')=2$.
We apply the theorem of Rouché, we have $n=3$ (number of unknowns) and $r(A)=r(A')=2$, we are on the case:
$r=r'\neq n$, Indeterminate Compatible System.
- Finally we solve the compatible system. It can be done by the method of Gauss. $$\begin{pmatrix} 1 & -1 & 2 & | & 1 \\ 1 & 3 & -5 & | & 4 \\ 2 & -2 & 4 & | & 2 \end{pmatrix} \rightarrow \left\{ \begin{array}{c} r1-r2 \rightarrow r2 \\ 2r1-r3\rightarrow r3 \end{array} \right. \rightarrow \begin{pmatrix} 1 & -1 & 2 & | & 1 \\ 0 & -4 & 7 & | & -3 \\ 0 & 0 & 0 & | & 0 \end{pmatrix}$$
$$z=z \\ -4y+7z=-3 \Rightarrow -4y=-7z-3 \Rightarrow y=\dfrac{7z+3}{4}$$
Replacing in the first equation: $$x-\dfrac{7z+3}{4}+2z=1 \Rightarrow x+\dfrac{-7z-3+8z}{4}=1 \Rightarrow $$ $$x=1-\dfrac{z-3}{4}=\dfrac{4}{4}-\dfrac{z-3}{4}=\dfrac{-z+7}{4}$$
The system is Determined Compatible and solutions are: $x=2; \ y=-\dfrac{11}{3}; \ z=-\dfrac{7}{3}$.
The system is Incompatible.
The system is Indeterminate Compatible and solutions are: $x=\dfrac{-z+7}{4}; \ y=\dfrac{7z+3}{4}; \ z=z$.