Solution algorithms for the capacitated single allocation hub location problem

Citation
At. Ernst et M. Krishnamoorthy, Solution algorithms for the capacitated single allocation hub location problem, ANN OPER R, 86, 1999, pp. 141-159
Citations number
20
Categorie Soggetti
Engineering Mathematics
Journal title
ANNALS OF OPERATIONS RESEARCH
ISSN journal
02545330 → ACNP
Volume
86
Year of publication
1999
Pages
141 - 159
Database
ISI
SICI code
0254-5330(1999)86:<141:SAFTCS>2.0.ZU;2-G
Abstract
In this paper, we present an efficient approach for solving capacitated sin gle allocation hub location problems. We use a modified version of a previo us mixed integer linear programming formulation developed by us for p-hub m edian problems. This formulation requires fewer variables and constraints t han those traditionally used in the literature. We develop good heuristic a lgorithms for its solution based on simulated annealing (SA) and random des cent (RDH). We use the upper bound to develop an LP-based branch and bound solution method. The problem, as we define it, finds applications in the de sign of postal delivery networks, particularly in the location of capacitat ed mail sorting and distribution centres. We test our algorithms on data ob tained from this application. To the best of our knowledge, this problem ha s not been solved in the literature. Computational results are presented in dicating the usefulness of our approach.