Disclaimer: This thread is just meant to record (Q&A).
Are the unitarily diagonazible matrices precisely the normal ones?
Surely, every normal matrix has an eigenbasis.
Now I got asked by a friend wether the converse holds true as well.
Disclaimer: This thread is just meant to record (Q&A).
Are the unitarily diagonazible matrices precisely the normal ones?
Surely, every normal matrix has an eigenbasis.
Now I got asked by a friend wether the converse holds true as well.
Yes, it is true! This can be seen most easily starting from its diagonalization exploiting the unitarity: $$\quad A^*A=(U^{-1}D^*U)(U^{-1}DU)=U^{-1}D^*DU=U^{-1}DD^*U=(U^{-1}DU)(U^{-1}D^*U)=AA^*$$