It is proved that the necessary and sufficient condition for the infinite power of matrix A to approach zero is that the spectral radius is less than 1.
Necessity: The eigenvalue of A n must tend to 0, so the modulus of all eigenvalues of A is less than 1.
Sufficiency: If ρ (a)