Ss. Chaudhry et al., FACILITY LOCATION WITH AND WITHOUT MAXIMUM DISTANCE CONSTRAINTS THROUGH THE P-MEDIAN PROBLEM, International journal of operations & production management, 15(10), 1995, pp. 75
The p-median problem involves the locating of a fixed number of facili
ties to serve a set of customers such that the aggregate distance trav
elled is minimized. Considers the p-median problem with and without di
stance constraints. Solves the two versions of the p-median problems u
tilizing the heuristic proposed by Teitz and Bart using three differen
t data sets. Also provides optimal solutions to these problems using t
he Lagrangian relaxation and subgradient methods in the branch-and-bou
nd procedure. Shows that the heuristic performs quite well except for
the cases where the constraints are tight (few facilities and/or small
maximum distance).