Concept:
A system of non-homogeneous linear equations is inconsistent if the determinant of the coefficient matrix (\( \Delta \)) is zero, but at least one of the determinants \( \Delta_x, \Delta_y, \) or \( \Delta_z \) is non-zero. For this problem, we first find the values of \( \lambda \) that make \( \Delta = 0 \).
Step 1: Find the values of \( \lambda \) for which the determinant \( \Delta = 0 \).
The coefficient matrix is:
\[ \Delta = \begin{vmatrix} 1 & \lambda & -2 1 & -1 & \lambda 1 & -2 & 3 \end{vmatrix} \]
Expanding along the first row:
\[ \Delta = 1(-3 + 2\lambda) - \lambda(3 - \lambda) - 2(-2 + 1) = 0 \]
\[ -3 + 2\lambda - 3\lambda + \lambda^2 + 2 = 0 \]
\[ \lambda^2 - \lambda - 1 = 0 \]
Step 2: Apply the properties of quadratic equations.
The values \( \lambda_1 \) and \( \lambda_2 \) are the roots of the quadratic equation \( \lambda^2 - \lambda - 1 = 0 \).
For any quadratic equation \( a\lambda^2 + b\lambda + c = 0 \), the sum of the roots is given by \( -\frac{b}{a} \).
Here, \( a = 1 \) and \( b = -1 \).
\[ \lambda_1 + \lambda_2 = -\frac{-1}{1} = 1 \]
Step 3: Verify inconsistency.
For inconsistency, we must ensure \( \Delta_x, \Delta_y, \text{ or } \Delta_z \neq 0 \) for these roots.
\[ \Delta_x = \begin{vmatrix} 1 & \lambda & -2 2 & -1 & \lambda 3 & -2 & 3 \end{vmatrix} = 1(-3 + 2\lambda) - \lambda(6 - 3\lambda) - 2(-4 + 3) \]
\[ \Delta_x = -3 + 2\lambda - 6\lambda + 3\lambda^2 + 2 = 3\lambda^2 - 4\lambda - 1 \]
Substituting \( \lambda^2 = \lambda + 1 \) from our previous equation:
\[ \Delta_x = 3(\lambda + 1) - 4\lambda - 1 = 3\lambda + 3 - 4\lambda - 1 = 2 - \lambda \]
Since the roots of \( \lambda^2 - \lambda - 1 = 0 \) are \( \frac{1 \pm \sqrt{5}}{2} \), \( \Delta_x \neq 0 \). Thus, the system is inconsistent for these values.