Question Details

Let I be a 100 dimensional identity matrix and E be the set of its distinct (no value appears more than once in E) real eigenvalues. The number of elements in E is ______.

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Correct Answer :

Correct answer is : 1

The 100-dimensional identity matrix will have 1 as the diagonal elements and all the other elements as zero.

That implies the eigenvalue is only 1.

Now E is the set of its distinct (no value appears more than once in E) real eigenvalues.

⇒ E = {1}

So number of distinct elements in E is 1.

Solution :

The correct answer is 1.

Let us analyze the properties of the identity matrix to determine its eigenvalues.
An identity matrix, denoted by
I
, is a square matrix where all the diagonal elements are equal to 1, and all the off-diagonal elements are equal to 0.

For any diagonal matrix (and by extension, the identity matrix), the eigenvalues are simply the entries along the main diagonal.
Since we are given a 100-dimensional identity matrix, it is a diagonal matrix of size 100 × 100 where every diagonal element is 1.

Therefore, all 100 eigenvalues of the matrix
I
are equal to 1.

The set
E
is defined as the set of its distinct real eigenvalues. Since a set contains no duplicate elements, it will only list the unique eigenvalue of the matrix:

E={1}

Thus, the number of elements in the set
E
is 1.

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