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Parallel evolutionary computing and 3-tier load balance of remote mining robot 被引量:1

Parallel evolutionary computing and 3-tier load balance of remote mining robot
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摘要 To realize nonferrous metals deposit mining remotely with mobile robot under unknown environment, parallel evolutionary computing and 3 tier load balance were proposed to overcome the efficiency problem of online evolutionary computing. A system of polar coordinates can be established on remote mining robot with the polar point of current position and the polar axis from the current point to goal point. With the polar coordinate system path planning of remote mining robot can be computed in a parallel way. From the results of simulations and analysis based on agent techniques, good computing quality can be guaranteed for remote mining robot, such as efficiency, optimization and robustness. To realize nonferrous metals deposit mining remotely with mobile robot under unknown environment, parallel evolutionary computing and 3 tier load balance were proposed to overcome the efficiency problem of online evolutionary computing. A system of polar coordinates can be established on remote mining robot with the polar point of current position and the polar axis from the current point to goal point. With the polar coordinate system path planning of remote mining robot can be computed in a parallel way. From the results of simulations and analysis based on agent techniques, good computing quality can be guaranteed for remote mining robot, such as efficiency, optimization and robustness.
作者 龚涛 蔡自兴
出处 《中国有色金属学会会刊:英文版》 CSCD 2003年第4期948-952,共5页 Transactions of Nonferrous Metals Society of China
基金 Projects(699740 43 ,60 2 3 40 3 0 )supportedbytheNationalNaturalScienceFoundationofChina
关键词 采矿机器人 遥控 负荷平衡 并行计算 遗传算法 remote mining robot parallel evolutionary computing navigation efficiency
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  • 1周翔,博士学位论文,1999年
  • 2Chung J,Robotica,1998年,98卷,16期,387页
  • 3蔡自兴,智能控制.基础与应用,1998年
  • 4Jin Xiao,IEEE Conference on Evolutionary Computation,1996年,366页

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