Hello,

If is an eigenvalue of A, then there exists X such that :

Now multiply to the left by A :

Since is a scalar, it commutes with A.

Thus

Hence is an eigenvalue of

You can use this process to prove your question by induction.

2. If is invertible, show that is an eigenvalue of .

Multiply to the left by :

And same reasoning as above.