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  • 标题:Dimensional optimization of a minimally invasive surgical robot system based on NSGA-II algorithm
  • 本地全文:下载
  • 作者:Wei Wang ; Weidong Wang ; Wei Dong
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2015
  • 卷号:7
  • 期号:2
  • DOI:10.1177/1687814014568541
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:Based on the proposed end-effector structure of a laparoscopic minimally invasive surgical manipulator, a dimensional optimization method is investigated to enlarge the motion range of the mechanical arm in the specific target area and reduce the collision among the mechanical arms simultaneously. Both the length of the kinematics links and the overall size of the integrated system are considered in the optimization process. The NSGA-II algorithm oriented to the multi-objective optimization is utilized to calculate the Pareto solution set of the objective function. Finally, the dependence of the evaluation indexes is analysed to filter the non-inferior set, which guarantees the selection of the optimization solution.
  • 关键词:NSGA-II; minimally invasive surgical robot system; dimensional optimization
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