The geometric multiplicity of an eigenvalue of an
matrix
is the dimension of its eigenspace,
where
denotes the null space,
is the identity matrix,
and
denotes matrix rank. It is the maximum number of linearly independent eigenvectors
belonging to
.
If
is the algebraic multiplicity of
, then
A complex matrix can be diagonalized iff these multiplicities agree for every eigenvalue.
For a real matrix to be diagonalizable over , all its eigenvalues must additionally
be real numbers.