Numerical Analysis, Iteration, Convergence.
because all that is required for our Jacobi Iteration Method to converge, is that the spectral radius of our matrix “T” is strictly less than 1. The spectral radius for a square matrix is defined simply as the largest absolute value of its eigenvalues. The proof below demonstrates why it is so