Predicting evacuation time using learnable building block method

J. Teekul, S. Sinthupinyo
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引用次数: 1

Abstract

Evacuation simulator is an important tool which can create solution for emergency circumstance. Evacuation simulation becomes more realistic but it has to tradeoff between memory consumption and processing time. This paper proposes a method to predict evacuation time by converting floor layout to building block structure and predicts evacuation time of each building block. Then we can use the predicted result to calculate total evacuation time of scenario without re-simulate whole scenario. The proposed method can reduce the processing time and memory usage which make user get total evacuation time faster but still maintain correctness of result.
用可学习的积木法预测疏散时间
疏散模拟器是一个重要的工具,可以创建紧急情况下的解决方案。疏散模拟变得更加真实,但它必须在内存消耗和处理时间之间进行权衡。本文提出了一种将楼面布置图转换为建筑块结构来预测疏散时间的方法,并对每个建筑块的疏散时间进行预测。在不需要对整个场景进行重新模拟的情况下,利用预测结果计算出场景的总疏散时间。该方法可以减少处理时间和内存占用,使用户在保持结果正确性的前提下,更快地获得总疏散时间。
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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