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文章基本信息

  • 标题:Multi-Robot Motion Planning Using Swarm Intelligence
  • 作者:Gerasimos G. Rigatos
  • 期刊名称:International Journal of Advanced Robotic Systems
  • 印刷版ISSN:1729-8806
  • 电子版ISSN:1729-8814
  • 出版年度:2008
  • 卷号:5
  • 期号:2
  • DOI:10.5772/5601
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要:Swarm intelligence theory is proposed for motion planning of multi-robot systems. Multiple particles start from different points in the solutions space and interact to each other while moving towards the goal position. Swarm intelligence theory is a derivative-free approach to the problem of multi-robotcooperation which works by searching iteratively in regions defined by each robot's best previous move and the best previous move of its neighbors. The method's performance is evaluated through simulation tests.
  • 关键词:swarm intelligence; multi-robot system; motion planning; stochastic search algorithms; Lyapunov stability
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