Question Details

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.)

Options

A

Determinant ( A 2I ) = 0

B

Determinant ( B 2I ) = 0

C

Determinant ( A + B 2I ) = 0

D

Determinant ( A + B 4I ) = 0

Show Answer

Correct Answer :

Option A

Determinant ( A 2I ) = 0

Option B

Determinant ( B 2I ) = 0

Option D

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 v be the common nonzero eigenvector of the n×n matrices A and B corresponding to the eigenvalue 2.
By definition of eigenvalues and eigenvectors, we have:
A v = 2 v
and
B v = 2 v

1. Analyzing Matrix A:
From the equation Av=2v, we can rewrite it using the identity matrix I as:
A v - 2 I v = 0
Factoring out the eigenvector v:
( A - 2 I ) v = 0
Since v is a nonzero vector, the matrix A-2I must be singular (non-invertible). Therefore, its determinant is equal to zero:
det ( A - 2 I ) = 0
This confirms that the first option is correct.

2. Analyzing Matrix B:
Similarly, from the equation Bv=2v, we can write:
( B - 2 I ) v = 0
Since v is a nonzero vector, the matrix B-2I is also singular, which implies:
det ( B - 2 I ) = 0
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, A+B, on the common eigenvector v:
( A + B ) v = A v + B v
Substituting Av=2v and Bv=2v:
( A + B ) v = 2 v + 2 v = 4 v
This shows that 4 is an eigenvalue of the matrix A+B associated with the eigenvector v.
We can rewrite this relation as:
( A + B ) v - 4 I v = 0
( A + B - 4 I ) v = 0
Since v is nonzero, the matrix A+B-4I is singular. Therefore, its determinant is:
det ( A + B - 4 I ) = 0
This confirms that the fourth option is correct, while the third option, det(A+B-2I)=0, is not generally correct because 2 is not necessarily an eigenvalue of A+B for the eigenvector v.

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