A. Hadjidimos et M. Neumann, ON DOMAINS OF SUPERIOR CONVERGENCE OF THE SSOR METHOD TO THAT OF THE SOR METHOD, Linear algebra and its applications, 187, 1993, pp. 67-85
Let nu denote the spectral radius of J(B)A, the block Jacobi iteration
matrix. For the classes of (1) nonsingular M-matrices and (2) p-cycli
c, p greater-than-or-equal-to 3, consistently ordered matrices, we stu
dy domains in the (nu, omega) plane when nu < 1, where the block SSOR
iteration method has at least as favorable an asymptotic rate of conve
rgence as the block SOR method. Let L(omega)A and T(omega)A denote, re
spectively, the block SOR and SSOR iteration matrices. For the class o
f nonsingular M-matrices A, we determine conditions when the spectral
radii satisfy rho(T(omega)A)) less-than-or-equal-to rho(L(omega)A) for
-all 0 < omega less-than-or-equal-to 2/1 + nu and for-all 0 less-than-
or-equal-to nu < 1. Under these conditions we also show that the optim
al SOR iteration parameter is omega(b) = 1. For the class of p-cyclic,
p greater-than-or-equal-to 3, consistently ordered matrices A we dete
rmine for which omega's and nu's. rho(T(omega)A) < \omega - 1\ [less-t
han-or-equal-to rho(L(omega)A)]. Our investigations make use of the eq
uality case in Wielandt's inequality between the spectral radii of a c
omplex matrix and its nonnegative and irreducible majorizers and of Ro
uche's theorem for the location of zeros of complex functions.