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 ______.
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
, 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
are equal to 1.
The set
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:
Thus, the number of elements in the set
is 1.
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