DocumentCode
3579802
Title
Research and Realization of Kth Path Planning Algorithm under Large-Scale Data Which Meets the Requirement for Repeatability
Author
Lei Zhu ; Qiongxin Liu ; Chunxiao Gao ; Jing Wang
Author_Institution
Sch. of Comput. Sci., Beijing Inst. of Technol., Beijing, China
Volume
1
fYear
2014
Firstpage
138
Lastpage
143
Abstract
Path planning problem is one of the key contents in the research field of Geographic Information System (GIS), among which the finding of the shortest path is always a hot topic. When there is large quantity of data, the efficiency of traditional algorithms of Kth shortest paths is relatively low, and some path problems concerning big difference between the planned Kth paths under actual requirements cannot be solved. On the basis of Dijkstra algorithm, the concepts of favorability and repeatability are introduced to find Kth paths including the shortest in the current graph cyclically by determination of repeatability of path results and the change of graph caused by the change of favorability, thereby realizing the planning of multiple different paths. Compared with similar algorithms, this algorithm is faster, and the multiple path results obtained meet the requirement for certain repeatability while the lengths of paths are also quite reasonable.
Keywords
geographic information systems; graph theory; path planning; Dijkstra algorithm; GIS; favorability concept; geographic information system; path planning algorithm; repeatability concept; repeatability requirement; shortest path algorithm; Algorithm design and analysis; Complexity theory; Geographic information systems; Limiting; Path planning; Planning; Runtime; Kth paths; algorithm; large-scale data; path; repeatability;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2014 Seventh International Symposium on
Print_ISBN
978-1-4799-7004-9
Type
conf
DOI
10.1109/ISCID.2014.148
Filename
7064158
Link To Document