蚁群集合问题的一种新的完全启发式方法

M. Famouri, A. Hamzeh
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引用次数: 1

摘要

蚁群相遇问题是一个分布式问题,其目的是为蚁群寻找一条有效的相遇路径。实际上,蚂蚁机器人的内存不足,计算能力有限。它们通过在周围环境中留下信息素等症状与环境进行交流。在蚁群相遇问题中,智能算法要求蚁群聚在一起进行协作。在这个问题的常见类型中,它们在不知道自己的位置、方向、障碍和任何其他信息的情况下开始搜索环境。他们可以在环境中留下一些标志来显示他们的踪迹。这些记号是蚂蚁之间唯一的交流方式。此外,这些标记显示了通过轨道的蚂蚁的信息,每只蚂蚁都知道那是谁的标记。本文提出了一种基于a *算法的启发式算法,该算法能保证蚂蚁在有限时间内相遇。实验结果表明,该算法比以往的算法效率更高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new complete heuristic approach for ant rendezvous problem
Ant meeting problem is a distributed problem that its purpose is to find an efficient path for ants to meet each other. Actually, ant robots suffer from the low memory and their restricted computational power. They communicate with their environment by leaving some symptoms like pheromones in their surroundings. In the problem of ants meeting, the ants should reach together in order to cooperate in an intelligent algorithm. In the common type of this problem, they start to search the environment without any knowledge about their locations, directions, obstacles and any other information. They can just leave some signs on the environment which shows their tracks. These marks are the only way of communication between ants. Also, these marks show the information about the ant which has passed the track, and every ant knows whose mark is that. In this paper, a new heuristic approach is proposed for the distributed ants meeting problem based on A* algorithm which guaranties the ants meeting in a finite time. Experimental results show that the presented algorithm is more efficient than previous ones.
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