期刊文献+

物品自动运送机器人运送路径的建模与优化 被引量:1

Modeling and Optimizing Moving Path for Autonomous Conveying Robot
下载PDF
导出
摘要 随着机器人技术的迅猛发展,ACR已经广泛应用于工业领域,文章对ACR路径规划问题进行了研究,首先介绍了ACR的概念、应用,并建立其路径规划的数学模型,在分析了机器人路径的研究现状后提出了新的求解思路。通过Floyd算法将其转化为经典的TSP问题,并应用模拟退火算法进行求解。文中给出了求解算法的详细步骤,最后提供了最优运送路径的计算实例。仿真结果表明所提方法简便可行,是解决此类问题的一个较好方法。 With the fast development of robot technology, Autonomous Conveying Robots (ACR) had been applied widely in industry area. This paper focus on the ACR path planning problem, and the concept, application of ACR are generalized firstly. Then the mathematic model of ACR path planning problem is built. Through the analysis, a new method is presented to solve the problem. Firstly, this problem is transformed to TSP problem by the Floyd algorithm and then simulated annealing algorithm is adopted to get the best path. In this paper, an optimal moving path example was given. Simulation results show that the proposed method is effective.
作者 聂德品 李志
出处 《组合机床与自动化加工技术》 北大核心 2009年第1期43-46,共4页 Modular Machine Tool & Automatic Manufacturing Technique
关键词 自主移动机器人 路径规划 FLOYD算法 旅行商问题 模拟退火算法 autonomous mobile robot path planning Floyd algorithm TSP simulated annealing
  • 相关文献

参考文献9

  • 1Meystel A. Autonomous mobile robots: vehicles with cognitive control [ M]. World Scientific Publishing Company. 1993.
  • 2冯文镛,杨灿军,陈鹰.ACR原型系统的全局路径规划遗传算法研究[J].控制理论与应用,2002,19(2):282-286. 被引量:9
  • 3冯文镛,杨灿军,陈鹰.基于遗传算法的自动导引机器人全局路径规划[J].机械科学与技术,2001,20(3):380-382. 被引量:8
  • 4Hu T C, Kahng A and Robins G. Optimal robust path planning in general environments [ J ]. IEEE Trans. Robotics Automat. , 1993, 9 (6) :775 -784.
  • 5Brooks R A. Solving the find path problem by good representation of free space [J]. IEEE Trans. Systems, Man, Cybernetics (SMC), 1983, 13 (3):190-197.
  • 6Bostel A J, Sagar V K. Dynamic control system for AGVs [ J]. Computing & Control Engineering Journal, 1996, 7(4) : 169 -176.
  • 7Hu T C, Kahng A and Robins G. Optimal robust path planning in general environments[ J ]. IEEE Trans. Robotics Automat, 1993, 9 (6) :775 -784.
  • 8Szykman S, Cagan J. A simulated annealing-based approach to three-dimensional component packing. Journal of mechanical design, 1995, 117(2):308-314.
  • 9王霄,刘会霞.PCB数控钻孔最佳走刀路线的建模与求解[J].计算机辅助设计与图形学学报,2001,13(7):590-593. 被引量:11

二级参考文献19

  • 1陈根社,陈新海.遗传算法的研究与进展[J].信息与控制,1994,23(4):215-222. 被引量:109
  • 2张晓缋,戴冠中,徐乃平.一种新的优化搜索算法──遗传算法[J].控制理论与应用,1995,12(3):265-273. 被引量:96
  • 3恽为民,席裕庚.遗传算法的全局收敛性和计算效率分析[J].控制理论与应用,1996,13(4):455-460. 被引量:113
  • 4[1]S Kirkpatrick, et al. Optimization by simulated annealing. Science, 1983, 220(4598):671-680
  • 5[2]Conley W C. Programming an automated punch or drill. International Journal of Systems Science, 1991, 22(11):2039-2056
  • 6[3]J D litke. An improved solution to the traveling salesman problem with thousands of nodes. Communications of the ACM, 1984, 2(12):1227-1236
  • 7[4]Vangelis F Magirou. The efficient drilling of printed circuit boards. Interfaces, 1988, 16(4):13-23
  • 8[5]Surya Danusaputro, et al. An efficient algorithm for drilling printed circuit boards. Computers and Industrial Engineering, 1990, 18(2):145-151
  • 9[6]Szykman S, Cagan J. A simulated annealing-based approach to three-dimensional component packing. Transaction of the ASME, 1995, 117(3):308-314
  • 10Hu T C, Kahng A and Robins G. Optimal robust path planing in general environments [J]. IEEE Trans. Robotics Automat., 1993,9(6):775-784

共引文献25

同被引文献3

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部