Two n×n matrices A and B have a common eigenvalue 2, and the same cor responding nonzero eigenvector. Which of the following options is/are correct? (Note: I is the n×n identity matrix.)
Correct Answer :
Determinant ( A 2I ) = 0
Determinant ( B 2I ) = 0
Determinant ( A + B 4I ) = 0
Solution :
The correct options are:
1. Determinant ( A - 2I ) = 0 (represented as Determinant ( A 2I ) = 0 in the question)
2. Determinant ( B - 2I ) = 0 (represented as Determinant ( B 2I ) = 0 in the question)
3. Determinant ( A + B - 4I ) = 0 (represented as Determinant ( A + B 4I ) = 0 in the question)
Step-by-Step Explanation:
Let be the common nonzero eigenvector of the matrices and corresponding to the eigenvalue .
By definition of eigenvalues and eigenvectors, we have:
and
1. Analyzing Matrix A:
From the equation , we can rewrite it using the identity matrix as:
Factoring out the eigenvector :
Since is a nonzero vector, the matrix must be singular (non-invertible). Therefore, its determinant is equal to zero:
This confirms that the first option is correct.
2. Analyzing Matrix B:
Similarly, from the equation , we can write:
Since is a nonzero vector, the matrix is also singular, which implies:
This confirms that the second option is correct.
3. Analyzing Matrix (A + B):
Now we consider the action of the sum of the two matrices, , on the common eigenvector :
Substituting and :
This shows that is an eigenvalue of the matrix associated with the eigenvector .
We can rewrite this relation as:
Since is nonzero, the matrix is singular. Therefore, its determinant is:
This confirms that the fourth option is correct, while the third option, , is not generally correct because is not necessarily an eigenvalue of for the eigenvector .
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