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Multi-criteria optimization of the 4 links of an 8 DOF haptic master device for a surgical robot

机译:用于手术机器人的8自由度触觉主设备的4个链接的多准则优化

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This paper discusses multi-criteria optimization of the 4 links of an 8 DOF haptic master device for a minimally invasive surgery. In minimally invasive surgery, because of limited information from surgical scene, sensation of feedback force and manipulability of device are important factors during surgery. Therefore, optimization of the device is required for efficiency of surgical procedures. To achieve this purpose, physical meanings of various performance indices are introduced. And some performance indices such as workspace, kinematic manipulability and force isotropy index are considered. Also, to measure global condition of these indices, global indices are defined and calculated by using monte-carlo method. And then genetic algorithm is used to get optimal link lengths in this multi-criteria optimization problem.
机译:本文讨论了用于微创手术的8自由度触觉主设备的4个链接的多标准优化。在微创手术中,由于来自手术现场的信息有限,反馈力的感觉和装置的可操纵性是手术期间的重要因素。因此,需要对装置进行优化以提高手术过程的效率。为了实现该目的,引入了各种性能指标的物理含义。并考虑了一些性能指标,例如工作空间,运动可操纵性和力各向同性指标。另外,为了测量这些指数的整体状况,使用蒙特卡洛方法定义和计算整体指数。然后在这种多准则优化问题中,使用遗传算法来获得最佳链路长度。

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