Rose Harper
10/31/2023 · Junior High School
\( A = \left[ \begin{array} { r r r } { 3 } & { - 1 } & { - 1 } \\ { 1 } & { - 3 } & { 3 } \end{array} \right] , \quad x = \left[ \begin{array} { l } { x _ { 1 } } \\ { x _ { 2 } } \\ { x _ { 3 } } \end{array} \right] , \quad 0 = \left[ \begin{array} { l } { 0 } \\ { 0 } \end{array} \right] \)
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Step-by-step Solution
It looks like you have a matrix \( A \) and a vector \( x \), along with a zero vector. The matrix \( A \) is a \( 2 \times 3 \) matrix, and the vector \( x \) is a \( 3 \times 1 \) vector.
The matrix \( A \) is given by:
\[
A = \begin{bmatrix} 3 & -1 & -1 \\ 1 & -3 & 3 \end{bmatrix}
\]
The vector \( x \) is:
\[
x = \begin{bmatrix} x_1 \\ x_2 \\ x_3 \end{bmatrix}
\]
And the zero vector is:
\[
0 = \begin{bmatrix} 0 \\ 0 \end{bmatrix}
\]
If you are looking to solve the equation \( A x = 0 \), you would set up the equation as follows:
\[
\begin{bmatrix} 3 & -1 & -1 \\ 1 & -3 & 3 \end{bmatrix} \begin{bmatrix} x_1 \\ x_2 \\ x_3 \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \end{bmatrix}
\]
This leads to the following system of equations:
1. \( 3x_1 - x_2 - x_3 = 0 \)
2. \( x_1 - 3x_2 + 3x_3 = 0 \)
To solve this system, we can express it in augmented matrix form and then perform row reduction:
\[
\begin{bmatrix} 3 & -1 & -1 & | & 0 \\ 1 & -3 & 3 & | & 0 \end{bmatrix}
\]
We can perform row operations to simplify this matrix. For example, we can multiply the second row by 3 and subtract it from the first row:
1. Multiply the second row by 3:
\[
3 \cdot \begin{bmatrix} 1 & -3 & 3 & | & 0 \end{bmatrix} = \begin{bmatrix} 3 & -9 & 9 & | & 0 \end{bmatrix}
\]
2. Subtract this from the first row:
\[
\begin{bmatrix} 3 & -1 & -1 & | & 0 \\ 3 & -9 & 9 & | & 0 \end{bmatrix} \rightarrow \begin{bmatrix} 0 & 8 & -10 & | & 0 \\ 1 & -3 & 3 & | & 0 \end{bmatrix}
\]
Now we can express the second row in terms of the first row:
From the second row, we have:
\[
x_1 - 3x_2 + 3x_3 = 0 \implies x_1 = 3x_2 - 3x_3
\]
From the first row, we can express \( x_2 \) in terms of \( x_3 \):
\[
8x_2 - 10x_3 = 0 \implies 8x_2 = 10x_3 \implies x_2 = \frac{10}{8}x_3 = \frac{5}{4}x_3
\]
Substituting \( x_2 \) back into the equation for \( x_1 \):
\[
x_1 = 3\left(\frac{5}{4}x_3\right) - 3x_3 = \frac{15}{4}x_3 - 3x_3 = \frac{15}{4}x_3 - \frac{12}{4}x_3 = \frac{3}{4}x_3
\]
Thus, we can express the solution in terms of \( x_3 \):
\[
x_1 = \frac{3}{4}x_3, \quad x_2 = \frac{5}{4}x_3, \quad x_3 = x_3
\]
Letting \( x_3 = t \) (a free variable), we have the general solution:
\[
x = t \begin{bmatrix} \frac{3}{4} \\ \frac{5}{4} \\ 1 \end{bmatrix}
\]
where \( t \) is any real number. This represents the solution set to the homogeneous system \( Ax = 0 \).
Quick Answer
The solution to the system \( Ax = 0 \) is \( x = t \begin{bmatrix} \frac{3}{4} \\ \frac{5}{4} \\ 1 \end{bmatrix} \), where \( t \) is any real number.
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