Title :
Research and Improvement on Optimal Path Analysis Algorithm Based on Cost-Distance Grid
Author :
Zhang, Xin ; Cao, Guofeng ; Zhang, Lili
Author_Institution :
CAS, Inst. of Geogr. Sci. & Natural Resource Res., Beijing
fDate :
July 31 2006-Aug. 4 2006
Abstract :
The optimal path analysis based on cost distance grid is another common path analysis method besides the network path analysis. How to improve the efficiency of generating cost distance grid is a major difficulty in this method and how to reduce the repeated calculation and comparison is the key challenge in improving the efficiency. Based on "Node/Link" model, this paper adopts the Dijkstra algorithm idea, and extends it to multiple source optimal path finding, presents an algorithm of only calculating the source cell\´s neighboring cells which influence the calculation of working accumulative cost distance. Besides, some optimized storage and sorting techniques are also introduced.
Keywords :
geographic information systems; geophysical techniques; geophysics computing; grid computing; optimal systems; optimisation; Dijkstra algorithm idea; Node/Link model; common path analysis; cost-distance grid; multiple source optimal path finding; network path analysis; optimal path analysis algorithm; optimized storage; sorting technique; working accumulative cost distance; Algorithm design and analysis; Cities and towns; Content addressable storage; Cost function; Geographic Information Systems; Geography; Mesh generation; Sorting; Telecommunication traffic; Traffic control;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006. IEEE International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
0-7803-9510-7
DOI :
10.1109/IGARSS.2006.223