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一种基于微分进化的采摘机器人运动反解方法

陈科尹 邹湘军 彭红星 覃德泽

农机化研究Issue(3):37-41,46,6.
农机化研究Issue(3):37-41,46,6.

一种基于微分进化的采摘机器人运动反解方法

A Picking Robot Kinematic Inverse Solution Method Based on Differential Evolution

陈科尹 1邹湘军 2彭红星 3覃德泽3

作者信息

  • 1. 贺州学院计算机科学与信息工程学院,广西贺州 542899
  • 2. 华南农业大学南方农业机械与装备关键技术省部共建教育部重点实验室,广州 510642
  • 3. 华南农业大学南方农业机械与装备关键技术省部共建教育部重点实验室,广州 510642
  • 折叠

摘要

Abstract

According to the cumbersome and adaptive deficiencies of the picking robot kinematic inverse solution process , a picking robot kinematic inverse solution seeking method was presented based on the differential evolution algorithm . This method first utilizes picking robot motion positive equation to construct the objective function for solving picking robot motion inverse solution , and then uses the generalization and self-adaptive of the differential evolution algorithm to opti-mize the objective function , thus the picking robot kinematic inverse solution was solved .And in order to analyze the per-formance of this methodology , the traditional picking robot kinematic inverse solution and the picking robot kinematic in-verse solution based on the differential evolution algorithm were also respectively tested , which verified the effectiveness and robustness of the method in this paper .

关键词

微分进化/采摘机器人运动正解/采摘机器人运动反解/目标函数

Key words

differential evolution/picking robot motion positive solutions/picking robot kinematic inverse solution/ob-jective function

分类

农业科技

引用本文复制引用

陈科尹,邹湘军,彭红星,覃德泽..一种基于微分进化的采摘机器人运动反解方法[J].农机化研究,2016,(3):37-41,46,6.

基金项目

国家自然科学基金项目(31171457,51175189);广东省教育部产学研结合项目(2012B091000167);广西高校科学技术研究项目(KY2015YB304);贺州学院博士科研启动基金项目 ()

农机化研究

OA北大核心

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