W. Hackbusch et T. Probst, DOWNWIND GAUSS-SEIDEL SMOOTHING FOR CONVECTION DOMINATED PROBLEMS, Numerical linear algebra with applications, 4(2), 1997, pp. 85-102
In the case of convection dominated problems, multigrid methods requir
e an appropriate smoothing to ensure robustness. As a first approach w
e discuss a Gauss-Seidel smoothing with a correct numbering of the unk
nowns and if necessary a special block partitioning. Numerical experim
ents show that, in the case of general convection directions, the mult
igrid algorithms obtained in this way have the same properties as in t
he model situation. If the graph arising from the convection part is a
cyclic, we describe a numbering algorithm which is valid for all spati
al dimensions. Cycles give rise to special blocks for a blockwise Gaus
s-Seidel smoothing. We describe an algorithm for the two-dimensional c
ase. The proposed algorithm requires a computational work of optimal o
rder (linear in the size of the problem). (C) 1997 by John Wiley & Son
s, Ltd.