When dealing with location problems we are usually given a set of existing
facilities and we are looking for the location of one or several new facili
ties. In the classical approaches weights are assigned to existing faciliti
es expressing the importance of the new facilities for the existing ones.
In this paper, we consider a pointwise defined objective function where the
weights are assigned to the existing facilities depending on the location
of the new facility. This approach is shown to be a generalization of the m
edian, center and centdian objective functions. In addition, this approach
allows the formulation of completely new location models. Efficient algorit
hms as well as structural results for this algebraic approach to location p
roblems are presented. A complexity analysis and extensions to the multifac
ility and restricted case are also considered.