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  • 标题:Optimal Design of the Fuzzy Navigation System for a Mobile Robot Using Evolutionary Algorithms
  • 作者:Abraham Meléndez ; Oscar Castillo ; Fevrier Valdez
  • 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:2013
  • 卷号:10
  • 期号:2
  • 页码:139
  • DOI:10.5772/55561
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要:This paper describes the optimization of an integration block within the proposed navigation control system for a mobile robot. The control blocks that the integrator will combine are two Fuzzy Inference Systems (FIS) in charge of tracking and reaction control, respectively. The integrator block is called a Weighted Fuzzy Inference System (WFIS) and assigns weights to the responses of each behaviour block, to combine them into a single response.
  • 关键词:Fuzzy Control; Genetic Algorithms; Mobile Robots; Navigation
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