In this paper, we use the laminar viscous flow in a lid-driven cavity as an
example to describe and verify a numerical scheme for non-linear partial d
ifferential equations. The proposed scheme combines a new analytical method
for strongly non-linear problems, namely the homotopy analysis method, wit
h the multigrid techniques. A family of formulas at different orders is giv
en. At the lowest order, the current approach is the same as the traditiona
l multigrid methods. However, our high-order scheme needs a fewer number of
iterations and less CPU time than the classical ones. Copyright (C) 2001 J
ohn Wiley & Sons, Ltd.