The network model of mobile agents with the human mobility | Zendy

Ding Yi-Min | Zendy; Yang Chang-Ping | Zendy

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The network model of mobile agents with the human mobility

Author(s) -

Ding Yi-Min,

Yang Chang-Ping

Publication year - 2012

Publication title -

acta physica sinica

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.199

H-Index - 47

ISSN - 1000-3290

DOI - 10.7498/aps.61.238901

Subject(s) - computer science , poisson distribution , degree distribution , mobility model , statistical physics , power law , distribution (mathematics) , network model , human dynamics , complex network , computer simulation , simulation , distributed computing , artificial intelligence , mathematics , physics , statistics , mathematical analysis , world wide web

Based on the research of the human mobilety patterns, a random-walker network model is used to explain the empirical results on the networks of mobile agents, and shows a possible evolution mechanism of these networks. The simulation results show that the degree distribution of this network takes Poisson distribution, and it exhibits the small-world behavior. Moreover, we present a numerical investigation on the displacements of the mobile agents, and find that the distribution of displacements takes power-law. Our numerical results are in good agreement with the empirical results on the human travel from the trajectories of human bank notes.

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