Publication Date:
2010
Short description:
On chaotic graphs: A different approach for characterizing aperiodic dynamics / Budroni, M.a., Tiezzi, E., Rustici, M.. - In: PHYSICA. A. - ISSN 0378-4371. - 389:(2010), pp. 3883-3891. [10.1016/j.physa.2010.05.049]
abstract:
Fractal worlds with limited connectivity are the topological result of growing graphs from
chaotic series. We show how this model presents original characteristics which cannot be
detected by means of the standard network descriptors. In detail, intrinsic inaccessibility
to the fully connected configuration is demonstrated to be a universal feature associated
with this family of graphs and strictly related to the fractality of a specific ``chaotic source''.
Here we discuss the potential of our model to be a generator of fractal graphs and also a
self-consistent tool for differentiating chaotic dynamics from stochastic processes.
chaotic series. We show how this model presents original characteristics which cannot be
detected by means of the standard network descriptors. In detail, intrinsic inaccessibility
to the fully connected configuration is demonstrated to be a universal feature associated
with this family of graphs and strictly related to the fractality of a specific ``chaotic source''.
Here we discuss the potential of our model to be a generator of fractal graphs and also a
self-consistent tool for differentiating chaotic dynamics from stochastic processes.
Iris type:
1.1 Articolo in rivista
Keywords:
chaotic graphs; fractal attractor transformation in complex networks; nonlinear times series analysis
List of contributors:
Budroni, Ma; Tiezzi, E; Rustici, Mauro
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