Step 1: Understanding the Question:
We are given a matrix equation $AX = B$ representing a system of three linear equations with three variables ($x_1, x_2, x_3$). We need to find the sum of these variables ($x_1 + x_2 + x_3$).
Step 2: Key Formula or Approach:
Write out the matrix product explicitly as a system of linear equations:
1. Row 1 multiplication: $x_1 - x_2 + x_3 = 1$
2. Row 2 multiplication: $2x_1 - x_2 = 1$
3. Row 3 multiplication: $3x_1 + 3x_2 - 4x_3 = 2$
We can solve for the individual values using row reduction (Gaussian elimination) or substitution.
Step 3: Detailed Explanation:
Let's express the system of equations explicitly:
$$x_1 - x_2 + x_3 = 1 \quad \text{--- (1)}$$
$$2x_1 - x_2 = 1 \implies x_2 = 2x_1 - 1 \quad \text{--- (2)}$$
$$3x_1 + 3x_2 - 4x_3 = 2 \quad \text{--- (3)}$$
4. Isolate $x_3$ from equation (1) by substituting equation (2):
$$x_3 = 1 - x_1 + x_2$$
$$x_3 = 1 - x_1 + (2x_1 - 1) = x_1$$
So, we have $x_3 = x_1$.
5. Substitute the expressions for $x_2$ and $x_3$ into equation (3) to solve for $x_1$:
$$3x_1 + 3(2x_1 - 1) - 4(x_1) = 2$$
$$3x_1 + 6x_1 - 3 - 4x_1 = 2$$
$$5x_1 - 3 = 2 \implies 5x_1 = 5 \implies x_1 = 1$$
6. Now find the remaining variables using our substitution equations:
$x_3 = x_1 = 1$
$x_2 = 2(1) - 1 = 1$
4. Calculate the required sum:
$$\text{Sum} = x_1 + x_2 + x_3 = 1 + 1 + 1 = 3$$
Step 4: Final Answer:
The value of the sum $x_1 + x_2 + x_3$ is 3, which matches option (D).