Multi-Agent Approach for Evacuation Support System
Multi-Agent Approach for Evacuation Support System
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DOI：
10.5220/0006194202200227
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发表时间：
2017
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影响因子：
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通讯作者：
Shouhei Taga;Tomofumi Matsuzawa;M. Takimoto;Y. Kambayashi
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文献类型：
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作者：
Shouhei Taga;Tomofumi Matsuzawa;M. Takimoto;Y. Kambayashi
我们提出了一个系统，支持大规模灾难后的疏散。当发生大规模灾害时，由于通信基站崩溃和交通堵塞，通过使用便携式设备收集信息是困难的。由于缺乏信息，被疏散的人不知道应该去哪里寻找安全的地方。为了克服这些问题，我们已经提出并评估了一个多智能体系统，是建立在移动自组网。我们的目标是让用户在移动自组网上共享信息，并利用收集到的信息提供到达目的地的安全路线。在前面的论文中，我们提出并实现了所提出的系统的主要功能，并进行了可行性研究的多智能体系统使用简单的模拟器。在本文中，我们报告了修订后的系统，并调查之间的关系的用户数量和信息的扩散性，以及通过使用新构造的模拟器生成的移动的代理的数量。在评估实验中，我们通过使用真实的地图数据来模拟现实情况，并且我们考虑了情况的随机变化，因为随着时间的推移，情况一定会变得更糟。
We propose a system that supports evacuation after a large-scale disaster. When a large-scale disaster occurs, collecting information by using portable devices is difficult, because communication base stations collapse and traffic congestion occurs. Evacuees are at a loss where they should go for safe places in lack of information. In order to overcome these problems, we have proposed and evaluated a multi-agent system that is built on MANET. Our aim is to let the users share information on MANET, and provide safe routes to the destination by using collected information. In the previous paper, we proposed and implemented the main functions of the proposed system, and performed feasibility study of the multi-agent system by using simple simulator. In this paper, we report the revised system and investigate the relationships between the number of the users and diffusivity of information, and the number of the generated mobile agents by using newly constructed simulator. In the experiments for evaluation, we simulated a realistic situation by using real map data and we took stochastic change of the situation into consideration, because the situation must be getting worse by time elapses.