Let denote a
describing matrix
for , and let
be given. We have
-
if and only if the linear mapping
-
is not
bijective
(and not
injective)
(due to
fact
and
fact).
This is, because of
fact
and
fact,
equivalent with
-
and this means that the
eigenspace
for is not the null space, thus is an eigenvalue for .