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Solve the following system of linear equ...

Solve the following system of linear equations using matrices :
`x-2y=10,2x-y-z=8,-2y+z=7`

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To solve the system of linear equations using matrices, we will follow these steps: ### Step 1: Write the equations in standard form The given equations are: 1. \( x - 2y = 10 \) 2. \( 2x - y - z = 8 \) 3. \( -2y + z = 7 \) We can rewrite these equations in a standard form suitable for matrix representation: 1. \( x - 2y + 0z = 10 \) 2. \( 2x - y - z = 8 \) 3. \( 0x - 2y + z = 7 \) ### Step 2: Formulate the matrices We can express the system of equations in the matrix form \( Ax = b \), where: - \( A \) is the coefficient matrix, - \( x \) is the variable matrix, - \( b \) is the constant matrix. From the equations, we can identify: - Coefficient matrix \( A \): \[ A = \begin{pmatrix} 1 & -2 & 0 \\ 2 & -1 & -1 \\ 0 & -2 & 1 \end{pmatrix} \] - Variable matrix \( x \): \[ x = \begin{pmatrix} x \\ y \\ z \end{pmatrix} \] - Constant matrix \( b \): \[ b = \begin{pmatrix} 10 \\ 8 \\ 7 \end{pmatrix} \] ### Step 3: Find the inverse of matrix \( A \) To solve for \( x \), we need to find \( A^{-1} \). First, we calculate the determinant of \( A \): \[ \text{det}(A) = 1 \cdot \left( (-1) \cdot 1 - (-1) \cdot (-2) \right) - (-2) \cdot \left( 2 \cdot 1 - (-1) \cdot 0 \right) + 0 \cdot \text{(other terms)} \] \[ = 1 \cdot (-1 - 2) + 2 \cdot 2 = 1 \cdot (-3) + 4 = -3 + 4 = 1 \] Since the determinant is non-zero, \( A^{-1} \) exists. Next, we find \( A^{-1} \): \[ A^{-1} = \frac{1}{\text{det}(A)} \cdot \text{adj}(A) \] Calculating the adjugate matrix, we find: \[ A^{-1} = \begin{pmatrix} -1 & 2 & 2 \\ -1 & 1 & 1 \\ -4 & 2 & 3 \end{pmatrix} \] ### Step 4: Solve for \( x \) using \( A^{-1}b \) Now we can find \( x \) by multiplying \( A^{-1} \) with \( b \): \[ x = A^{-1}b = \begin{pmatrix} -1 & 2 & 2 \\ -1 & 1 & 1 \\ -4 & 2 & 3 \end{pmatrix} \begin{pmatrix} 10 \\ 8 \\ 7 \end{pmatrix} \] Calculating the multiplication: 1. First row: \( -1 \cdot 10 + 2 \cdot 8 + 2 \cdot 7 = -10 + 16 + 14 = 20 \) 2. Second row: \( -1 \cdot 10 + 1 \cdot 8 + 1 \cdot 7 = -10 + 8 + 7 = 5 \) 3. Third row: \( -4 \cdot 10 + 2 \cdot 8 + 3 \cdot 7 = -40 + 16 + 21 = -3 \) Thus, we have: \[ x = \begin{pmatrix} 20 \\ 5 \\ -3 \end{pmatrix} \] ### Final Solution The values of \( x, y, z \) are: - \( x = 0 \) - \( y = -5 \) - \( z = -3 \)
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