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基于差分进化的六自由度并联机构运动学正解
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Forward Kinematics Analysis of 6DOF Parallel Mechanism Based on Differential Evolution Method
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    摘要:

    6自由度摇摆台因其具有刚度大、承载能力强、惯性小、位置误差不积累、易于力反馈控制等优点得到了越来越深入的研究与应用。通过分析6自由度并联机构的结构与运动学模型,提出了一种具有全局寻优的基于差分进化的位置正解方法。差分进化方法在充分借鉴遗传进化算法的思想基础上,采用了3个基因的相对信息,可以较好地提升算法的全局寻优能力,而且算法采用实数编码方式更容易在实践中应用。仿真表明了该算法对求解问题起到了很好的全局优化作用。

    Abstract:

    As an important aspect in the field of robotics, the sixdegreeoffreedom (6DOF) platform has more and more become a focus of recent application and research, which is characterized by the high rigidity, large load handling capability, small inertia nonaccumulation of position error, easy force feedback control, and other advantages. Through analyzing the structure and kinetic model of the 6DOF parallel platform, a global optimal forward displacement analysis method was presented based on Differential Evolution (DE) algorithm. The DE method could be achieved of good optimization performance by using the relative information of three genes, which was based on fully referenced to traditional generic algorithm (GA) method. The proposed method could be easily applied by employed the real number encoding strategy. The simulation results illustrate very good optimization function acted by the proposed method.

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曲泉.基于差分进化的六自由度并联机构运动学正解[J].机床与液压,2016,44(13):83-88.
. Forward Kinematics Analysis of 6DOF Parallel Mechanism Based on Differential Evolution Method[J]. Machine Tool & Hydraulics,2016,44(13):83-88

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  • 在线发布日期: 2016-09-13
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