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Wednesday, November 27, 2019

Sum and product of eigenvalues and eigen values of the matrix transpose

The sum (product) of the eigenvalues of a matrix is a trace (determinant) of a matrix. One can find the proof at the following link on page 3,

https://www.adelaide.edu.au/mathslearning/play/seminars/evalue-magic-tricks-handout.pdf

The matrice A and AT have the same set of eigenvalues, a proof can be found at the same link on page 2.

PS. The sum and product are done taking multiplicity into account, as can be seen in a proof provided by the link.

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