VISIBILITY GRAPHS FOR TIME SERIES CONTAINING DIFFERENT COMPONENTS

Abstract

We consider the visibility graphs for superpositions of fractional Brownian motions with different Hurst exponents. It is found that the degree distributions obey power-law. The components with lower Hurst exponents dominate the heterogeneity behaviors of the visibility graphs. These findings are helpful for us to understand the characteristics of visibility graphs for real-world time series.