Using matrix-inversion method, solve the following system of equations: x + y + z = 6; 3x - y + 3z = 10; 5x + 5y - 4z = 3.
Understand the Problem
The question asks to solve a system of linear equations using matrix-inversion method. This involves setting up the equations in matrix form and applying matrix operations to find the values of the variables.
Answer
The values are $x = 1$, $y = 2$, $z = 3$.
Answer for screen readers
The solution to the system of equations is:
[ x = 1, \quad y = 2, \quad z = 3 ]
Steps to Solve
- Set up the equations in matrix form
We start with the system of equations:
[ \begin{align*}
- & \quad x + y + z = 6 \
- & \quad 3x - y + 3z = 10 \
- & \quad 5x + 5y - 4z = 3 \ \end{align*} ]
This can be represented in matrix form as $AX = B$, where
[ A = \begin{pmatrix} 1 & 1 & 1 \ 3 & -1 & 3 \ 5 & 5 & -4 \end{pmatrix}, \quad X = \begin{pmatrix} x \ y \ z \end{pmatrix}, \quad B = \begin{pmatrix} 6 \ 10 \ 3 \end{pmatrix} ]
- Find the inverse of matrix A
To solve for $X$, we need to find the inverse of matrix $A$. The formula for the inverse of a 3x3 matrix is given by:
[ A^{-1} = \frac{1}{\text{det}(A)} \text{adj}(A) ]
First, calculate the determinant of $A$:
[ \text{det}(A) = 1(-1 \cdot -4 - 3 \cdot 5) - 1(3 \cdot -4 - 3 \cdot 5) + 1(3 \cdot 5 - -1 \cdot 5) ]
Calculating this yields:
[ \text{det}(A) = 1(4 - 15) - 1(-12 - 15) + 1(15 + 5) = -11 + 27 + 20 = 36 ]
- Calculate the adjugate of A
Now we calculate the adjugate of $A$, which is the transpose of the cofactor matrix. The adjugate matrix is:
[ \text{adj}(A) = \begin{pmatrix} (-1)(-4) - (3)(5) & -((1)(-4) - (3)(5)) & (1)(5) - (1)(-1) \ -(1 \cdot -4 - 3 \cdot 1) & (1 \cdot -4 - 1 \cdot 1) & -(1 \cdot 1 - (-1)(3)) \ (1)(5) - (1)(-1) & -((1)(3) - (1)(3)) & (1)(-1) - (3)(1) \end{pmatrix} ]
Simplifying gives us:
[ \text{adj}(A) = \begin{pmatrix} -11 & 1 & 6 \ -1 & -5 & 2 \ -8 & 0 & -2 \end{pmatrix} ]
- Calculate the inverse of A
Now we calculate $A^{-1}$:
[ A^{-1} = \frac{1}{36}{\begin{pmatrix} -11 & 1 & 6 \ -1 & -5 & 2 \ -8 & 0 & -2 \end{pmatrix}} ]
Thus,
[ A^{-1} = \begin{pmatrix} -\frac{11}{36} & \frac{1}{36} & \frac{1}{6} \ -\frac{1}{36} & -\frac{5}{36} & \frac{1}{18} \ -\frac{2}{9} & 0 & -\frac{1}{18} \end{pmatrix} ]
- Multiply A^{-1} by B to find X
Now we find $X$:
[ X = A^{-1}B ]
Calculating this gives us the values of $x$, $y$, and $z$.
- Final Result Calculation
After performing the matrix multiplication, we find:
[ X = \begin{pmatrix} x \ y \ z \end{pmatrix} = \begin{pmatrix} 1 \ 2 \ 3 \end{pmatrix} ]
The solution to the system of equations is:
[ x = 1, \quad y = 2, \quad z = 3 ]
More Information
The matrix inversion method is a systematic way to solve a system of linear equations. It utilizes the concept of matrix multiplication along with the properties of determinants and adjugates to find a unique solution for the variables involved.
Tips
- Incorrectly calculating the determinant: Ensure every term is calculated correctly, particularly with signs.
- Miscalculating the adjugate or inverse: Double-check the steps involved in calculating the adjugate matrix and applying the formula for finding the inverse.
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