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  • 标题:Ant Colony System: An Improved Approach for Robot Path Planning
  • 本地全文:下载
  • 作者:Subhadeep Chakraborty
  • 期刊名称:International Journal of Hybrid Information Technology
  • 印刷版ISSN:1738-9968
  • 出版年度:2014
  • 卷号:7
  • 期号:2
  • 页码:249-268
  • DOI:10.14257/ijhit.2014.7.2.23
  • 出版社:SERSC
  • 摘要:In Robot Colony System(RCS), based on the swarming nature of Ants, the path for the agent robots is designed to perform to search operation to find the shortest path from source to destination for collection of objects and go back to their hive-like home node. The agent always move through the shortest path to reach to the destination. There is a possibility of having a number of path in between the source and destination as defined in the Path Map(PM) in offline mode. If the prefferd shortest path is blocked by means of some obstraction, there must be another way to reach to the destination which have the weight of minimum among the other possible paths. The algorithm shown in this paper for shortest path, based on Kruskal's Algorithm, shows the way to find the alternative shortest path and the moving direction of the agent. In this paper, the junction-to-junction connectivity is proposed where the path search is replaced by the node search which minimises the computaional time and hence increases the effectiveness and efficiency in agent moving towards the destination from source and also in its reverse direction.
  • 关键词:Ant Colony System; Shortest path; Shortest distance; Kruskal's Algorithm; ; Junction-to-Junction connectivity; Junction Connectivity Database
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