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A dynamical characterization of the small world phase

Tanya Araujo·R. Vilela Mendes·João Seixas
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Abstract

Small-world (SW) networks have been identified in many different fields. Topological coefficients like the clustering coefficient and the characteristic path length have been used in the past for a qualitative characterization of these networks. Here a dynamical approach is used to characterize the small-world phenomenon. Using the $β-$model, a coupled map dynamical system is defined on the network. Entrance to and exit from the SW phase are related to the behavior of the ergodic invariants of the dynamics.

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Tanya Araujo, R. Vilela Mendes, João Seixas. 2002-04-26. A dynamical characterization of the small world phase. https://doi.org/10.1016/j.physleta.2003.10.031

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