Temporal and structural heterogeneities emerging in adaptive temporal networks

Takaaki Aoki, Luis Enrique Correa da Rocha, Thilo Gross

Research output: Contribution to journalArticle

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Abstract

We introduce a model of adaptive temporal networks whose evolution is regulated by an interplay between node activity and dynamic exchange of information through links. We study the model by using a master equation approach. Starting from a homogeneous initial configuration, we show that temporal and structural heterogeneities, characteristic of real-world networks, spontaneously emerge. This theoretically tractable model thus contributes to the understanding of the dynamics of human activity and interaction networks.

Original languageEnglish
Article number040301
JournalPhysical Review E - Statistical, Nonlinear, and Soft Matter Physics
Volume93
Issue number4
DOIs
Publication statusPublished - 14 Apr 2016

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emerging
Network Evolution
Master Equation
Model
Configuration
Vertex of a graph
configurations
Interaction
interactions
Human

Keywords

  • physics.soc-ph
  • cs.SI
  • nlin.AO

Cite this

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Temporal and structural heterogeneities emerging in adaptive temporal networks. / Aoki, Takaaki; Correa da Rocha, Luis Enrique; Gross, Thilo.

In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, Vol. 93, No. 4, 040301, 14.04.2016.

Research output: Contribution to journalArticle

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