Minsum Problem for Discrete and Weighted Set Flow on Dynamic Path Network

Bubai Manna, Bodhayan Roy, Vorapong Suppakitpaisarn
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Abstract

In this research, we examine the minsum flow problem in dynamic path networks where flows are represented as discrete and weighted sets. The minsum flow problem has been widely studied for its relevance in finding evacuation routes during emergencies such as earthquakes. However, previous approaches often assume that individuals are separable and identical, which does not adequately account for the fact that some groups of people, such as families, need to move together and that some groups may be more important than others. To address these limitations, we modify the minsum flow problem to support flows represented as discrete and weighted sets. We also propose a 2-approximation pseudo-polynomial time algorithm to solve this modified problem for path networks with uniform capacity.
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动态路径网络上离散和加权集流的最小值问题
在本研究中,我们研究了动态路径网络中的最小流量问题,其中流量被表示为离散的加权集。最小流量问题因其在地震等紧急情况下寻找疏散路线的相关性而被广泛研究。然而,以往的方法通常假定个体是可分离和相同的,这并没有充分考虑到某些群体(如家庭)需要一起移动,以及某些群体可能比其他群体更重要的事实。为了解决这些局限性,我们修改了最小流量问题,以支持以离散集和加权集表示的流量。我们还提出了一种 2-approximation 伪多项式时间算法,用于求解具有均匀容量的路径网络的这个修改后的问题。
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