Complexity functions for networks: Dynamical hubs and complexity clusters

作者：Afraimovich Valentin; Dmitrichev Aleksei^*; Shchapin Dmitry; Nekorkin Vladimir

来源：Communications in Nonlinear Science & Numerical Simulation, 2017, 55: 166-173.

DOI：10.1016/j.cnsns.2017.07.005

• Dynamical network
• Instability
• Complexity

A method for studying the behavior of the elements of dynamical networks is introduced. We measure the amount of instability stored at each element according to the value of the mean complexity related to this element. Elements with close values of the mean complexity can be unified into complexity clusters; elements with the smallest values of complexities form dynamical hubs. The effectiveness of the method is manifested by its successive application to networks of coupled Lorenz systems.

• 出版日期2017-2