I have these general wondering about matrices but I don't know to proceed with a proof or a counter example. Suppose that A (dimension n×n) is a real symmetric matrix.
- If A has n eigenvalues that are all 1's, does A equal the identity matrix?
- If A has n eigenvalues that are all 0's, does A equal the zero matrix?
Can someone elucidate things for me please?
Edit: I learned/can look up diagonalization theorems for real matrices.
Answer
The answer to both is yes.
Hint: All symmetric matrices are diagonalizable. That is, A is similar to a diagonal matrix with the eigenvalues of A on the diagonal.
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