We study the minimum-weight vertex cover problem for a special type of
three-partite graphs called two-class resource connection graphs. Thi
s problem is important due to its various application in different pro
blem domains, especially in broadcast distributed computing systems. A
mapping between this problem and some practical problems is developed
and it is shown that these problems are equivalent. We prove the mini
mum-weight vertex cover problem for two-class resource connection grap
hs is NP-hard. Some properties of such graphs are identified and an ef
ficient heuristic based on the identified properties is given. Two int
eresting special cases of this problem are also discussed.