Convergence and the optimal choice of the relaxation parameter for a class of iterative methods

A necessary condition for the convergence of the iterative scheme ui+1 = (I − γT)ui + F is given. The existence of a value γ that minimizes the spectral radius of the iteration matrix (I − γT) is proved. The explicit expression of the optimizing γ in terms of the eigenvalues of T is also given.