Research and realization of kth path planning algorithm under large-scale data which meets the requirement for repeatability

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - 2014 7th International Symposium on Computational Intelligence and Design, ISCID 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages138-143
Number of pages6
ISBN (Electronic)9781479970056
DOIs
Publication statusPublished - 19 Mar 2015
Event7th International Symposium on Computational Intelligence and Design, ISCID 2014 - Hangzhou, China
Duration: 13 Dec 201414 Dec 2014

Publication series

NameProceedings - 2014 7th International Symposium on Computational Intelligence and Design, ISCID 2014
Volume1

Conference

Conference7th International Symposium on Computational Intelligence and Design, ISCID 2014
Country/TerritoryChina
CityHangzhou
Period13/12/1414/12/14

Keywords

  • Kth paths
  • algorithm
  • large-scale data
  • path
  • repeatability

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