Dynamics of Agent-Based Growing Network

Workshop and International Seminar on Science of Complex Natural Systems

Jatmiko, Budhi Suryo^1 ; Hardhienata, Hendradi^2 ; Alatas, Husin^2

Theoretical Physics Division, Department of Physics, Jalan Meranti Kampus IPB Darmaga, Bogor

16680, Indonesia^1

Research Cluster for Dynamic and Modelling of Complex System, Faculty of Mathematics and Natural Sciences, Jalan Meranti Kampus IPB Darmaga, Bogor

16680, Indonesia^2

关键词: Agent based;    Agent-based model;    Certain rule;    Connectivity degree;    Network entropy;    Saturated state;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/31/1/012019/pdf
DOI  :  10.1088/1755-1315/31/1/012019

来源: IOP

【 摘 要 】

In this work we describe the dynamics of growing network using an agent-based model. We restrict our analysis for the case of a closed spatial boundary and apply certain rules that must be followed by each agent. We show the emergence of an outbreak in the number of agents and connectivity degree before reaching a saturated state. Using the concept of Gibbs- Network entropy we show that the saturated connectivity entropy always converge to the same constant independent of the initial agent number and boundary dimension.