Effective heuristics for the GPS survey network of Malta: Simulated annealing and tabu search techniques

Authors
Citation
Ha. Saleh et P. Dare, Effective heuristics for the GPS survey network of Malta: Simulated annealing and tabu search techniques, J HEURISTIC, 7(6), 2001, pp. 533-549
Citations number
33
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF HEURISTICS
ISSN journal
13811231 → ACNP
Volume
7
Issue
6
Year of publication
2001
Pages
533 - 549
Database
ISI
SICI code
1381-1231(2001)7:6<533:EHFTGS>2.0.ZU;2-F
Abstract
A GPS network can be defined as a set of stations, co-ordinated by a series of sessions formed by placing receivers on the stations. This paper shows how to search for the best order in which to observe these sessions giving the cheapest schedule. The complexity of observing GPS networks increases w ith their size and become highly difficult to solve effectively. To obtain good methods to solve this problem a new area of research is implemented. T his area is based on developed heuristic techniques that provide an optimal or near optimal solution for large networks. Comparing their outcome in te rms of solution quality and computational effort proves the performance of the developed techniques.