AB is conjugate to BA
Proposition 1.
Given square matrices![]()
and where one is invertible
then is conjugate
to .
Proof.
If is invertible then . Similarly if is invertible then serves to conjugate to .∎
The result of course applies to any ring elements and where one is invertible. It also holds for all group elements.
Remark 2.
This is a partial generalization to the observation that the Cayley table of an abelian group
![]()
is symmetric about the main diagonal. In abelian groups this follows because . But in non-abelian groups
![]()
is only conjugate to . Thus the conjugacy class
![]()
of a group are symmetric about the main diagonal.
Corollary 3.
If or is invertible then and have the same eigenvalues![]()
.
This leads to an alternate proof of and being almost isospectral. (http://planetmath.org/ABAndBAAreAlmostIsospectral) If and are both non-invertible, then we restrict to the non-zero eigenspaces![]()
of so that is invertible on . Thus is conjugate to and so indeed the two transforms have identical non-zero eigenvalues.