Consensus in a heterogeneous influence network

Wen Yang, Lang Cao, Xiaofan Wang, and Xiang Li
Phys. Rev. E 74, 037101 – Published 22 September 2006

Abstract

We consider a dynamical network model in which a number of agents all move on the plane with the same constant absolute velocity. At each time step, each agent’s direction is updated as the average of its direction plus the directions of other agents who can influence it. The influencing capability of each agent is represented by its influencing radius, which is randomly chosen according to a power-law distribution with a scaling exponent between 2 and ∞. As the value of the scaling exponent decreases, the radius distribution becomes more heterogeneous and the network becomes much easier to achieve direction consensus among agents due to the leading roles played by a few hub agents. Furthermore, almost all agents will finally move in the same desired direction in a strong heterogeneous influence network, if and only if a small fraction of hub agents can be controlled to move in the desired direction. These results also reflect the “robust yet fragile” feature of a heterogeneous influence network.

  • Figure
  • Figure
  • Figure
  • Figure
  • Received 3 April 2006

DOI:https://doi.org/10.1103/PhysRevE.74.037101

©2006 American Physical Society

Authors & Affiliations

Wen Yang, Lang Cao, Xiaofan Wang*, and Xiang Li

  • Department of Automation, Shanghai Jiao Tong University, Shanghai, 200240, People’s Republic of China

  • *Corresponding author; Email address: xfwang@sjtu.edu.cn

Article Text (Subscription Required)

Click to Expand

References (Subscription Required)

Click to Expand
Issue

Vol. 74, Iss. 3 — September 2006

Reuse & Permissions
Access Options
Author publication services for translation and copyediting assistance advertisement

Authorization Required


×
×

Images

×

Sign up to receive regular email alerts from Physical Review E

Log In

Cancel
×

Search


Article Lookup

Paste a citation or DOI

Enter a citation
×