Bidirectional Search Algorithm for Airport Ground Movement

Yassine Dabachine, B. Bouikhalene, A. Balouki
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引用次数: 7

Abstract

The air traffic ground movement management is a main problem for airports. The best optimization of ground movements would reduce flight delays and overall travel costs. This article proposes a new routing algorithm to provide the shortest route based on three algorithms that allow a good planning of ground movements. These three algorithms are iterative: they allow you to plan the trajectory of an aircraft one after the other. The three algorithms are guaranteed as a real-time decision support tool for air traffic controllers, but they each have strengths and weaknesses. A first version is described using the classic Dijkstra algorithm, then the classic Dijkstra version has been extended by a bidirectional version. Both algorithms provide an optimal solution, but the cost of computing time remains relatively long despite an improvement with the use of bidirectional Dijkstra. A third A* algorithm is used. The limitation of this one being that it does not guarantee an optimal solution despite a faster calculation time cost. To eliminate the weaknesses of each algorithm studied, a new Hybrid A* algorithm is therefore presented here. It integrates the advantages of each algorithm to reduce computation time and optimize the search for the shortest path while maintaining a minimum execution time to ensure the feasibility of planned trajectories in a reduced time. This model has been expanded to address the feasibility of planned trajectories while avoiding conflicts between aircraft and evaluated on the model of Casablanca airport Med V.
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机场地面运动的双向搜索算法
空中交通地面运行管理是机场面临的主要问题。地面运动的最佳优化将减少航班延误和总体旅行成本。本文提出了一种新的路由算法,在三种算法的基础上提供最短的路由,从而可以很好地规划地面运动。这三种算法是迭代的:它们允许你一个接一个地规划飞机的轨迹。这三种算法都能保证为空中交通管制员提供实时决策支持工具,但它们各有优缺点。第一个版本是使用经典的Dijkstra算法描述的,然后经典的Dijkstra版本被一个双向版本扩展。这两种算法都提供了最优解,但是尽管使用双向Dijkstra进行了改进,但计算时间的成本仍然相对较长。使用第三种A*算法。这种方法的限制是,尽管计算时间成本更快,但它不能保证最优解。为了消除所研究算法的缺点,本文提出了一种新的混合a *算法。它综合了各算法的优点,减少计算时间,优化搜索最短路径,同时保持最小的执行时间,确保在最短时间内规划轨迹的可行性。该模型已得到扩展,以解决计划轨迹的可行性,同时避免飞机之间的冲突,并在卡萨布兰卡机场Med V模型上进行了评估。
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