Symmetry breaking in optimal transport networks

Siddharth Patwardhan, Marc Barthelemy (), Şirag Erkol, Santo Fortunato () and Filippo Radicchi ()
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Siddharth Patwardhan: Indiana University
Marc Barthelemy: Institut de Physique Théorique
Şirag Erkol: Northwestern University
Santo Fortunato: Indiana University
Filippo Radicchi: Indiana University

Nature Communications, 2024, vol. 15, issue 1, 1-9

Abstract: Abstract Engineering multilayer networks that efficiently connect sets of points in space is a crucial task in all practical applications that concern the transport of people or the delivery of goods. Unfortunately, our current theoretical understanding of the shape of such optimal transport networks is quite limited. Not much is known about how the topology of the optimal network changes as a function of its size, the relative efficiency of its layers, and the cost of switching between layers. Here, we show that optimal networks undergo sharp transitions from symmetric to asymmetric shapes, indicating that it is sometimes better to avoid serving a whole area to save on switching costs. Also, we analyze the real transportation networks of the cities of Atlanta, Boston, and Toronto using our theoretical framework and find that they are farther away from their optimal shapes as traffic congestion increases.

Date: 2024
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DOI: 10.1038/s41467-024-48068-9

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