Temporal and structural heterogeneities emerging in adaptive temporal networks
Takaaki Aoki; Luis E. C. Rocha; Thilo Gross; Eman R. Abo Elyazeed;
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.
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.
Other data
| Title | Temporal and structural heterogeneities emerging in adaptive temporal networks | Authors | Takaaki Aoki ; Luis E. C. Rocha ; Thilo Gross ; Eman R. Abo Elyazeed | Keywords | Physics - Physics and Society;Physics - Physics and Society;cs.SI;Nonlinear Sciences - Adaptation and Self-Organizing Systems | Issue Date | 1-Oct-2015 | Journal | Physical Review E 93, 040301(R) (2016) | DOI | 4 040301 http://arxiv.org/abs/1510.00217v2 93 2470-0053 10.1103/PhysRevE.93.040301 |
PubMed ID | 27176239 | Scopus ID | 2-s2.0-84964452580 |
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