Tabu search for a network loading problem with multiple facilities

Citation
D. Berger et al., Tabu search for a network loading problem with multiple facilities, J HEURISTIC, 6(2), 2000, pp. 253-267
Citations number
30
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF HEURISTICS
ISSN journal
13811231 → ACNP
Volume
6
Issue
2
Year of publication
2000
Pages
253 - 267
Database
ISI
SICI code
1381-1231(200006)6:2<253:TSFANL>2.0.ZU;2-Z
Abstract
This paper examines a network design problem that arises in the telecommuni cations industry. In this problem, communication between a gateway vertex a nd a number of demand vertices is achieved through a network of fiber optic cables. Since each cable has an associated capacity (bandwidth), enough ca pacity must be installed on the links of the network to satisfy the demand, using possibly different types of cables. Starting with a network with no capacity or some capacity already installed, a tabu search heuristic is des igned to find a solution that minimizes the cost of installing any addition al capacity on the network. This tabu search applies a k-shortest path algo rithm to find alternative paths from the gateway to the demand vertices. Nu merical results are presented on different types of networks with up to 200 vertices and 100 demand vertices.