Is $g(A)$ diagonalizable?

135 Views Asked by At

Let $A$ be an $n \times n$ diagonalizable matrix; let $g(x)$ be a polynomial.

Is $g(A)$ diagonalizable?

If not, what are the minimum hypothesis one needs to make so that it works (if any?)

(As additional hypothesis I mean, for example, that all eigenvalues of $A$ are distinct, or that the degree of $g$ is $< n$, or something similar)

Proof following @Martin Brandenburg's answer

If $A$ is diagonalizable, then exists $S$ such that $S^{-1}AS = D$, with $D$ a diagonal matrix. Then applying $g$ to both sides we get $$S^{-1}g(A)S = g(D)$$ and we know that $g(D)$ is diagonal, hence $g(A)$ is diagonalizable.

This implies by the way the the same matrix $S$ also diagonalize $g(A)$

1

There are 1 best solutions below

5
On BEST ANSWER

Yes. Use (and prove if not already known) the following:

  • If $S$ is an invertible matrix, then $g(S A S^{-1}) = S g(A) S^{-1}$.
  • If $A$ is a diagonal matrix with entries $\lambda_1,\dotsc,\lambda_n$, then $g(A)$ is a diagonal matrix with entries $g(\lambda_1),\dotsc,g(\lambda_n)$.