An efficient procedure for designing single allocation hub and spoke systems

Citation
H. Pirkul et Da. Schilling, An efficient procedure for designing single allocation hub and spoke systems, MANAG SCI, 44(12), 1998, pp. S235-S242
Citations number
22
Categorie Soggetti
Management
Journal title
MANAGEMENT SCIENCE
ISSN journal
00251909 → ACNP
Volume
44
Issue
12
Year of publication
1998
Part
2
Pages
S235 - S242
Database
ISI
SICI code
0025-1909(199812)44:12<S235:AEPFDS>2.0.ZU;2-M
Abstract
Given the widespread use of the hub and spoke network architecture and its growing importance to competitiveness in logistics, communication, and mass transportation, there has been considerable interest by practitioners and researchers alike in finding efficient methods for designing such networks. This paper provides a method that delivers both high quality solutions and firm measures of that quality, and allows problems to be solved in reasona ble time on a desktop computer. The approach begins with a previously propo sed tight linear programming formulation and uses subgradient optimization on a lagrangian relaxation of the model. However, to dramatically improve t he performance of this approach, we augment a subproblem of the lagrangian relaxation model with a cut constraint. In computational experiments on eig hty-four standard test problems, average gaps are 0.048%. Maximum gaps are under 1% while average solution times on a Pentium-166 are under five minut es.