The geometric multiplicity of an eigenvalue is defined as:
The dimension of the nullspace of (A−λI)(A - \lambda I)(A−λI).
The number of times λ\lambdaλ appears as a root of the characteristic polynomial.
The number of independent eigenvectors.
The rank of (A−λI)(A - \lambda I)(A−λI).