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3D route planning using genetic algorithm

机译:使用遗传算法的3D路线规划

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Abstract: 3D route planning is a challenge problem due to its huge computational cost burden. There are many algorithms about route planning such as A* and dynamic programming. But these algorithms are planned only from 2D plus 1D, instead of 3D directly. Generally, they first search a 2D optimal route in the ground, then plan their altitudes in a vertical profile determined by 2D route planning. In this paper a 3D route planning method based on genetic algorithm is proposed to select a 3D route directly. Through the experiments with a natural 3D terrain map, it is concluded that the route planned by this algorithm is satisfactory.!5
机译:摘要:3D路线规划由于其巨大的计算成本负担而成为一个挑战性问题。关于路线规划的算法很多,例如A *和动态编程。但是这些算法仅从2D加1D计划,而不是直接由3D计划。通常,他们首先在地面上搜索2D最佳路线,然后在2D路线规划确定的垂直剖面中规划海拔。提出了一种基于遗传算法的3D路径规划方法来直接选择3D路径。通过自然3D地形图的实验,得出该算法规划的路径是令人满意的!! 5

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