I heard somewhere that the biggest eigenvalue of $A^{-1}$ is reciprocal to the biggest eigenvalue of $A$. In which theorem is this stated? Also, what would be the proof of it?
Also, what happens if we restrict $A$'s entries to be all non-negative or all positive?