In this paper, network location problems with several objectives are discus
sed, where every single objective is a classical median objective function.
We will look at the problem of finding Pareto optimal locations and lexico
graphically optimal locations. It is shown that for Pareto optimal location
s in undirected networks no node dominance result can be shown. Structural
results as well as efficient algorithms for these multicriteria problems ar
e developed. In the special case of a tree network, a generalization of Gol
dman's dominance algorithm for finding Pareto locations is presented. (C) 1
999 John Wiley & Sons, Inc.