Inverse Solve
1. **State the problem:** Solve the system of equations by calculating the inverse of the coefficient matrix using elementary row operations.
The system is:
$$\begin{cases} x_1 + x_2 + x_3 + x_4 = 0 \\ x_1 + x_2 + x_3 - x_4 = 4 \\ x_1 + x_2 - x_3 + x_4 = -4 \\ x_1 - x_2 + x_3 + x_4 = 2 \end{cases}$$
2. **Write the system in matrix form:**
$$A \mathbf{x} = \mathbf{b}$$
where
$$A = \begin{bmatrix} 1 & 1 & 1 & 1 \\ 1 & 1 & 1 & -1 \\ 1 & 1 & -1 & 1 \\ 1 & -1 & 1 & 1 \end{bmatrix}, \quad \mathbf{x} = \begin{bmatrix} x_1 \\ x_2 \\ x_3 \\ x_4 \end{bmatrix}, \quad \mathbf{b} = \begin{bmatrix} 0 \\ 4 \\ -4 \\ 2 \end{bmatrix}$$
3. **Find the inverse of matrix $A$ using elementary row operations:**
Augment $A$ with the identity matrix $I$:
$$[A | I] = \left[ \begin{array}{cccc|cccc} 1 & 1 & 1 & 1 & 1 & 0 & 0 & 0 \\ 1 & 1 & 1 & -1 & 0 & 1 & 0 & 0 \\ 1 & 1 & -1 & 1 & 0 & 0 & 1 & 0 \\ 1 & -1 & 1 & 1 & 0 & 0 & 0 & 1 \end{array} \right]$$
Perform row operations to convert the left side to the identity matrix:
- Subtract row 1 from rows 2, 3, and 4:
$$R_2 = R_2 - R_1, R_3 = R_3 - R_1, R_4 = R_4 - R_1$$
Result:
$$\left[ \begin{array}{cccc|cccc} 1 & 1 & 1 & 1 & 1 & 0 & 0 & 0 \\ 0 & 0 & 0 & -2 & -1 & 1 & 0 & 0 \\ 0 & 0 & -2 & 0 & -1 & 0 & 1 & 0 \\ 0 & -2 & 0 & 0 & -1 & 0 & 0 & 1 \end{array} \right]$$
- Divide rows 2, 3, and 4 by their leading coefficients:
$$R_2 = -\frac{1}{2} R_2, R_3 = -\frac{1}{2} R_3, R_4 = -\frac{1}{2} R_4$$
Result:
$$\left[ \begin{array}{cccc|cccc} 1 & 1 & 1 & 1 & 1 & 0 & 0 & 0 \\ 0 & 0 & 0 & 1 & \frac{1}{2} & -\frac{1}{2} & 0 & 0 \\ 0 & 0 & 1 & 0 & \frac{1}{2} & 0 & -\frac{1}{2} & 0 \\ 0 & 1 & 0 & 0 & \frac{1}{2} & 0 & 0 & -\frac{1}{2} \end{array} \right]$$
- Use rows 2, 3, and 4 to eliminate the corresponding entries in row 1:
$$R_1 = R_1 - R_2 - R_3 - R_4$$
Calculate:
Left side becomes $[1,0,0,0]$ and right side:
$$1 - \frac{1}{2} - \frac{1}{2} - \frac{1}{2} = -\frac{1}{2}, \quad 0 + \frac{1}{2} - 0 - 0 = \frac{1}{2}, \quad 0 - 0 + \frac{1}{2} - 0 = \frac{1}{2}, \quad 0 - 0 - 0 + \frac{1}{2} = \frac{1}{2}$$
So row 1 becomes:
$$[1,0,0,0 | -\frac{1}{2}, \frac{1}{2}, \frac{1}{2}, \frac{1}{2}]$$
- The matrix is now:
$$\left[ \begin{array}{cccc|cccc} 1 & 0 & 0 & 0 & -\frac{1}{2} & \frac{1}{2} & \frac{1}{2} & \frac{1}{2} \\ 0 & 0 & 0 & 1 & \frac{1}{2} & -\frac{1}{2} & 0 & 0 \\ 0 & 0 & 1 & 0 & \frac{1}{2} & 0 & -\frac{1}{2} & 0 \\ 0 & 1 & 0 & 0 & \frac{1}{2} & 0 & 0 & -\frac{1}{2} \end{array} \right]$$
- Swap rows 2 and 4 to get the identity matrix in order:
$$\left[ \begin{array}{cccc|cccc} 1 & 0 & 0 & 0 & -\frac{1}{2} & \frac{1}{2} & \frac{1}{2} & \frac{1}{2} \\ 0 & 1 & 0 & 0 & \frac{1}{2} & 0 & 0 & -\frac{1}{2} \\ 0 & 0 & 1 & 0 & \frac{1}{2} & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & 0 & 1 & \frac{1}{2} & -\frac{1}{2} & 0 & 0 \end{array} \right]$$
Thus,
$$A^{-1} = \begin{bmatrix} -\frac{1}{2} & \frac{1}{2} & \frac{1}{2} & \frac{1}{2} \\ \frac{1}{2} & 0 & 0 & -\frac{1}{2} \\ \frac{1}{2} & 0 & -\frac{1}{2} & 0 \\ \frac{1}{2} & -\frac{1}{2} & 0 & 0 \end{bmatrix}$$
4. **Calculate the solution vector:**
$$\mathbf{x} = A^{-1} \mathbf{b} = \begin{bmatrix} -\frac{1}{2} & \frac{1}{2} & \frac{1}{2} & \frac{1}{2} \\ \frac{1}{2} & 0 & 0 & -\frac{1}{2} \\ \frac{1}{2} & 0 & -\frac{1}{2} & 0 \\ \frac{1}{2} & -\frac{1}{2} & 0 & 0 \end{bmatrix} \begin{bmatrix} 0 \\ 4 \\ -4 \\ 2 \end{bmatrix}$$
Calculate each component:
- $x_1 = -\frac{1}{2} \cdot 0 + \frac{1}{2} \cdot 4 + \frac{1}{2} \cdot (-4) + \frac{1}{2} \cdot 2 = 0 + 2 - 2 + 1 = 1$
- $x_2 = \frac{1}{2} \cdot 0 + 0 \cdot 4 + 0 \cdot (-4) - \frac{1}{2} \cdot 2 = 0 + 0 + 0 - 1 = -1$
- $x_3 = \frac{1}{2} \cdot 0 + 0 \cdot 4 - \frac{1}{2} \cdot (-4) + 0 \cdot 2 = 0 + 0 + 2 + 0 = 2$
- $x_4 = \frac{1}{2} \cdot 0 - \frac{1}{2} \cdot 4 + 0 \cdot (-4) + 0 \cdot 2 = 0 - 2 + 0 + 0 = -2$
5. **Final answer:**
$$\boxed{\begin{bmatrix} x_1 \\ x_2 \\ x_3 \\ x_4 \end{bmatrix} = \begin{bmatrix} 1 \\ -1 \\ 2 \\ -2 \end{bmatrix}}$$