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

July 02, 2024 Β· Declared Dead Β· πŸ› Algorithmic Applications in Management

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Authors Bubai Manna, Bodhayan Roy, Vorapong Suppakitpaisarn arXiv ID 2407.02177 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DM Citations 0 Venue Algorithmic Applications in Management Last Checked 5 months ago
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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