基于改进Dijkstra算法的自动引导车辆路径规划

Guo Qing, Zhang Zheng, Xu Yue
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引用次数: 90

摘要

在自动存取系统(AS/RS)中,合理的路径规划是AGV有效工作的基础。对于AS/RS系统的矩形环境图,传统的Dijkstra算法只能找到一条最短路径,而忽略了其他相同距离的路径。针对矩形环境下的路径规划问题,提出了一种改进的Dijkstra算法,该算法能找到所有等距最短路径。通过在路径规划评价中加入运行时间,得到距离和时间都最短的最优路径。采用visualc++对该算法进行了编程,仿真结果表明该算法对AS/RS系统中的路径规划是有效可行的。
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Path-planning of automated guided vehicle based on improved Dijkstra algorithm
In the automated storage and retrieval system (AS/RS), a reasonable path-planning is fundamental for the effective work of AGV. For the rectangular environment map of the AS/RS system, the traditional Dijkstra algorithm can only find one shortest path, and skip over other paths with the same distance. An improved Dijkstra algorithm is proposed to solve the path-planning problem in the rectangular environment, which can find all equidistant shortest paths. The optimal path with both the shortest distance and time is obtained by adding running time to the path-planning evaluation. The algorithm is programmed using Visual C++, and the simulation results show that the algorithm is effective and feasible for path-planning in the AS/RS system.
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