Question Details

The sum of the eigenvalues of the matrix  A = [ 1 2 3 4 ] 2 is ____________(rounded off to the nearest integer).

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Correct Answer :

29

Solution :

The correct answer is 29.

To find the sum of the eigenvalues of the matrix A2 where the base matrix A is given by:

A = [ 1 2 3 4 ]

we can utilize the fundamental properties of eigenvalues and matrix traces.

First, recall that for any square matrix, the sum of its eigenvalues is equal to the trace of the matrix (the sum of the diagonal elements).

Let us compute the matrix A2 by performing matrix multiplication of A with itself:

A2 = [ 1 2 3 4 ] [ 1 2 3 4 ]

Now, let's calculate each entry of the resulting matrix:

The entry in the first row and first column is:
( 1 × 1 ) + ( 2 × 3 ) = 1 + 6 = 7

The entry in the first row and second column is:
( 1 × 2 ) + ( 2 × 4 ) = 2 + 8 = 10

The entry in the second row and first column is:
( 3 × 1 ) + ( 4 × 3 ) = 3 + 12 = 15

The entry in the second row and second column is:
( 3 × 2 ) + ( 4 × 4 ) = 6 + 16 = 22

So, the squared matrix is:

A2 = [ 7 10 15 22 ]

The sum of the eigenvalues of A2 is equal to its trace, which is the sum of its diagonal elements:

Sum of eigenvalues = Trace ( A2 ) = 7 + 22 = 29

Alternatively, we can find the eigenvalues of A first. If the eigenvalues of A are λ1 and λ2, then the eigenvalues of A2 are λ12 and λ22.

For matrix A:
Trace of A: λ1+λ2=1+4=5
Determinant of A: λ1λ2=(1×4)-(2×3)=4-6=-2

Using the algebraic identity:

λ12 + λ22 = ( λ1 + λ2 ) 2 - 2 λ1 λ2

We substitute the known values into the equation:

λ12 + λ22 = (5)2 - 2 (-2) = 25 + 4 = 29

Both methods consistently show that the sum of the eigenvalues of A2 is exactly 29.

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