The fundamental advantages of temporal networks

A. Li, S. P. Cornelius, Y. Y. Liu, L. Wang, A. L. Barabási

Research output: Contribution to journalArticlepeer-review

Abstract (may include machine translation)

Most networked systems of scientific interest are characterized by temporal links, meaning the network’s structure changes over time. Link temporality has been shown to hinder many dynamical processes, from information spreading to accessibility, by disrupting network paths. Considering the ubiquity of temporal networks in nature, we ask: Are there any advantages of the networks’ temporality? We use an analytical framework to show that temporal networks can, compared to their static counterparts, reach controllability faster, demand orders of magnitude less control energy, and have control trajectories, that are considerably more compact than those characterizing static networks. Thus, temporality ensures a degree of flexibility that would be unattainable in static networks, enhancing our ability to control them.

Original languageEnglish
Pages (from-to)1042-1046
Number of pages5
JournalScience
Volume358
Issue number6366
DOIs
StatePublished - 24 Nov 2017

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