Topology and Dynamics in Complex Networks: The Role of Edge Reciprocity

Autor: de Souza, Paulo J. P., Comin, Cesar H., Costa, Luciano da F.
Rok vydání: 2017
Předmět:
Druh dokumentu: Working Paper
Popis: A key issue in complex systems regards the relationship between topology and dynamics. In this work, we use a recently introduced network property known as steering coefficient as a means to approach this issue with respect to different directed complex network systems under varying dynamics. Theoretical and real-world networks are considered, and the influences of reciprocity and average degree on the steering coefficient are quantified. A number of interesting results are reported that can assist the design of complex systems exhibiting larger or smaller relationships between topology and dynamics.
Databáze: arXiv