If two Hermitian matrices commute, then the eigenvalues of their sum a
re just the sums of the eigenvalues of the two matrices in a suitable
order. Examples show that the converse is not true in general. In this
paper, partial converses are obtained. The technique involves a chara
cterization of the equality cases for Weyl's inequalities. Moreover, a
new proof on the commutativity of two Hermitian matrices with propert
y L and analogous results for the product of two positive definite Her
mitian matrices are included.