Matriceshard
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If matrices AA and BB are similar (i.e., B=P1APB = P^{-1}AP for some invertible matrix PP), which of the following must necessarily be true?

I. AA and BB have the same eigenvalues II. AA and BB have the same eigenvectors III. tr(A)=tr(B)\text{tr}(A) = \text{tr}(B) (equal traces) IV. det(A)=det(B)\det(A) = \det(B) (equal determinants)