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The system of linear equations: x+lamb...

The system of linear equations:
`x+lambday-z=0`
`lamdax-y-z=0`
`x+y-lambdaz=0`
has non-trivial solutoin for:

A

Exactly one value of `lambda`

B

Exactly two values of `lambda`

C

Exactly three values of `lambda`

D

Infinitely many values of `lambda`

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To determine the values of \(\lambda\) for which the given system of linear equations has a non-trivial solution, we need to analyze the system represented by the following equations: 1. \(x + \lambda y - z = 0\) 2. \(\lambda x - y - z = 0\) 3. \(x + y - \lambda z = 0\) ### Step 1: Write the system in matrix form We can express the system of equations in matrix form \(A \mathbf{X} = 0\), where \(A\) is the coefficient matrix and \(\mathbf{X} = \begin{pmatrix} x \\ y \\ z \end{pmatrix}\). The coefficient matrix \(A\) is: \[ A = \begin{pmatrix} 1 & \lambda & -1 \\ \lambda & -1 & -1 \\ 1 & 1 & -\lambda \end{pmatrix} \] ### Step 2: Find the determinant of the matrix For the system to have a non-trivial solution, the determinant of the matrix \(A\) must be equal to zero. We calculate the determinant \(|A|\): \[ |A| = \begin{vmatrix} 1 & \lambda & -1 \\ \lambda & -1 & -1 \\ 1 & 1 & -\lambda \end{vmatrix} \] ### Step 3: Calculate the determinant using cofactor expansion We can expand the determinant along the first row: \[ |A| = 1 \cdot \begin{vmatrix} -1 & -1 \\ 1 & -\lambda \end{vmatrix} - \lambda \cdot \begin{vmatrix} \lambda & -1 \\ 1 & -\lambda \end{vmatrix} - 1 \cdot \begin{vmatrix} \lambda & -1 \\ 1 & 1 \end{vmatrix} \] Calculating each of the 2x2 determinants: 1. \(\begin{vmatrix} -1 & -1 \\ 1 & -\lambda \end{vmatrix} = (-1)(-\lambda) - (-1)(1) = \lambda + 1\) 2. \(\begin{vmatrix} \lambda & -1 \\ 1 & -\lambda \end{vmatrix} = \lambda(-\lambda) - (-1)(1) = -\lambda^2 + 1\) 3. \(\begin{vmatrix} \lambda & -1 \\ 1 & 1 \end{vmatrix} = \lambda(1) - (-1)(1) = \lambda + 1\) Substituting these back into the determinant calculation: \[ |A| = 1(\lambda + 1) - \lambda(-\lambda^2 + 1) - 1(\lambda + 1) \] \[ = \lambda + 1 + \lambda^3 - \lambda - \lambda - 1 \] \[ = \lambda^3 - \lambda \] ### Step 4: Set the determinant to zero To find the values of \(\lambda\) that give a non-trivial solution, we set the determinant equal to zero: \[ \lambda^3 - \lambda = 0 \] ### Step 5: Factor the equation Factoring out \(\lambda\): \[ \lambda(\lambda^2 - 1) = 0 \] \[ \lambda(\lambda - 1)(\lambda + 1) = 0 \] ### Step 6: Solve for \(\lambda\) Setting each factor to zero gives us: 1. \(\lambda = 0\) 2. \(\lambda - 1 = 0 \Rightarrow \lambda = 1\) 3. \(\lambda + 1 = 0 \Rightarrow \lambda = -1\) ### Conclusion The values of \(\lambda\) for which the system has a non-trivial solution are: \[ \lambda = 0, \lambda = 1, \lambda = -1 \]
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