Fix an eigenvalue of A and let v be an eigenvector w.r.t. the eigenvalue, write down . Since A is invertible, is nonzero and you can multiply both sides of the equation by the inverse of A.
If A is nonsingular, show that the characteristic values of A^-1 are the reciprocals of A, and the A and A^-1 have the same characteristic vectors.
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