I know that this is a ridiculous amount of time after the questions was asked, but I thought I would help with the first question.
as we all know with eigenvalues Ax=lambdax
the easiest way I have found to show that A^(-1)x=1/lambda x
Is to use matrix multiplcation to get A^(-1) on the right...