The weighted set covering problem, restricted to the class of r-unifor
m hypergraphs, is considered. We propose a new approach, based on a re
cent result of Aharoni, Holzman. and Krivelevich about the ratio of in
teger and fractional covering numbers in k-colorable r-uniform hypergr
aphs. This approach, applied to hypergraphs of maximal degree bounded
by Delta, yields an algorithm with approximation ratio r(1 - c/Delta(1
/(r-1))). Next, we combine this approach with an adaptation of the loc
al ratio theorem of Bar-Yehuda and Even for hypergraphs and present a
general framework of approximation algorithms, based on subhypergraph
exclusion. An application of this scheme is described, providing an al
gorithm with approximation ratio r(1-c/n((r-1)/r)) for hypergraphs on
n vertices. We discuss also the limitations of this approach. (C) 1997
Academic Press.