Improved hierarchical A-star algorithm for optimal parking path planning of the large parking lot

L. Cheng, Chuanxi Liu, Bo Yan
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引用次数: 53

Abstract

Which path was the optimal path in a large parking guidance system? Obviously, only considering the shortest distance is not enough, only considering the shortest time is an ideal goal but not easy to realize, so introduced a feasible time-optimal evaluation in parking path planning. It can not only simplify hardware design of the guidance system, but also reduce the software cost. Mathematical model R (P, C, D, V) of the parking lot network diagram was established, the all nodes in R (P, C, D, V) were divided into two layers and different evaluation functions were built. According to the improved time-optimal evaluation, the design used the improved A-star algorithm to increase searching efficiency and precision. Finally, the result of running the program shows that the algorithm can quickly find out the different time-optimal path for different attribute parameter.
大型停车场停车路径优化规划的改进分层a星算法
在大型停车引导系统中,哪条路径是最优路径?显然,只考虑最短的距离是不够的,只考虑最短的时间是一个理想的目标,但不容易实现,因此引入了可行的停车路径规划时间最优评价。它不仅可以简化制导系统的硬件设计,而且可以降低软件成本。建立停车场网络图的数学模型R (P, C, D, V),将R (P, C, D, V)中的所有节点划分为两层,构建不同的评价函数。根据改进的时间最优评价,设计采用改进的a星算法,提高了搜索效率和精度。最后,程序运行结果表明,该算法可以快速找到不同属性参数下的不同时间最优路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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