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Sustainable optimal transport in multilayer networks
Abdullahi Adinoyi Ibrahim1, Daniela Leite1, Caterina De Bacco1
1Max Planck Institute for Intelligent Systems, Cyber Valley, Tübingen 72076, Germany.
Abstract:
Traffic congestion is one of the major challenges faced by the transportation industry. While this problem carries a high economic and environmental cost, the need for an efficient design of optimal paths for passengers in multilayer network infrastructures is imperative. We consider an approach based on optimal transport theory to route passengers preferably along layers that are more carbon-efficient than the road, e.g., rails. By analyzing the impact of this choice on performance, we find that this approach reduces carbon emissions considerably compared to shortest-path minimization. Similarly, we find that this approach distributes traffic more homogeneously, thus alleviating the risk of traffic congestion. Our results shed light on the impact of distributing traffic flexibly across layers guided by optimal transport theory.
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