Multimode Dynamics of the Beijing Road Traffic System
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Multimode Dynamics of the Beijing Road Traffic System

Authors: Zundong Zhang, Limin Jia, Xiaoliang Sun

Abstract:

The Beijing road traffic system, as a typical huge urban traffic system, provides a platform for analyzing the complex characteristics and the evolving mechanisms of urban traffic systems. Based on dynamic network theory, we construct the dynamic model of the Beijing road traffic system in which the dynamical properties are described completely. Furthermore, we come into the conclusion that urban traffic systems can be viewed as static networks, stochastic networks and complex networks at different system phases by analyzing the structural randomness. As well as, we demonstrate the evolving process of the Beijing road traffic network based on real traffic data, validate the stochastic characteristics and the scale-free property of the network at different phases

Keywords: Dynamic Network Models, Structural Randomness, Scale-free Property, Multi-mode character

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1332404

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References:


[1] A.-L. Barab'asi and R. Albert, "Emergence of scaling in random networks," Science, vol. 286, pp. 509-512, 1999.
[2] A.-L. Barab'asi, E. Ravasz, and T. Vicsek, "Deterministic scale-free networks," Physica A, vol. 299, pp. 559-564, 2001.
[3] R. Albert and A.-L. Barab'asi, "Statistical mechanics of complex networks," Reviews of Modern Physics, vol. 74, pp. 47-97, January 2002.
[4] M. E. J. Newman, "The structure and function of networks," Computer Physics Communications, vol. 147, pp. 40-45, 2002.
[5] A.-L. Barab'asi and E. Bonabea, "Scale-free networks," Scientific American, vol. 288, pp. 50-59, 2003.
[6] S. Boccalettia, V. Latorab, Y. Morenod, M. Chavezf, and D.-U. Hwanga, "Complex networks: Structure and dynamics," Physics Reports, vol. 424, pp. 175-308, 2006.
[7] S. L¨ammer, B. Gehlsen, and D. Helbing, "Scaling laws in the spatial structure of urban road networks," Physica A, vol. 363, no. 1, pp. 89-95, 2006.
[8] V. Kalapala, V. Sanwalani, A. Clauset, and C. Moore, "Scale invariance in road networks," Physics Review E, vol. 73, p. 026130(6), 2006.
[9] "Transportation research board. highway capacity manual," 2000.
[10] A. Clauset, C. R. Shalizi, and M. E. J. Newman, "Powerlaw distributions in empirical data," sIAM Review, to appear(2009).(arXiv:0706.1062).