
arXiv: 1411.6438
In this brief paper, a simple and fast computational method, the Planar Visibility Graph Networks Algorithm was proposed based on the famous Visibility Graph Algorithm, which can fulfill converting two dimensional timeseries into a planar graph. The constructed planar graph inherits several properties of the series in its structure. Thereby, periodic series, random series, and chaotic series convert into quite different networks with different average degree, characteristic path length, diameter, clustering coefficient, different degree distribution, and modularity, etc. By means of this new approach, with such different networks measures, one can characterize two dimensional timeseries from a new viewpoint of complex networks.
8 pages, 8 figures, 1 table, CCCN 2014, Changsha, PR, China, 2014
Physics - Data Analysis, Statistics and Probability, FOS: Physical sciences, Chaotic Dynamics (nlin.CD), PACS: 05.45.TP, 05.45.Pq, 05.10.-a, Nonlinear Sciences - Chaotic Dynamics, Data Analysis, Statistics and Probability (physics.data-an)
Physics - Data Analysis, Statistics and Probability, FOS: Physical sciences, Chaotic Dynamics (nlin.CD), PACS: 05.45.TP, 05.45.Pq, 05.10.-a, Nonlinear Sciences - Chaotic Dynamics, Data Analysis, Statistics and Probability (physics.data-an)
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