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

被引:21
|
作者
Saleh, HA
Dare, P
机构
[1] Free Univ Brussels, Inst Rech Interdisciplinaires & Dev Intelligence, IRIDIA, B-1050 Brussels, Belgium
[2] Univ New Brunswick, Dept Geodesy & Geomat Engn, Geodet Res Lab, Fredericton, NB E3B 5A3, Canada
关键词
combinatorial optimisation problem (COP); global positioning system (GPS); heuristic; simulated annealing (SA) and tabu search (TS);
D O I
10.1023/A:1011968924413
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 with their size and become highly difficult to solve effectively. To obtain good methods to solve this problem a new area of research is implemented. This area is based on developed heuristic techniques that provide an optimal or near optimal solution for large networks. Comparing their outcome in terms of solution quality and computational effort proves the performance of the developed techniques.
引用
收藏
页码:533 / 549
页数:17
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