Disordered cellular automaton traffic flow model: phase separated state, density waves and self organized criticality

Abstract. We suggest a disordered traffic flow model that captures many features of traffic flow. It is an extension of the Nagel-Schreckenberg (NaSch) stochastic cellular automata for single line vehicular traffic model. It incorporates random acceleration and deceleration terms that may be greater than one unit. Our model leads under its intrinsic dynamics, for high values of braking probability pr, to a constant flow at intermediate densities without introducing any spatial inhomogeneities. For a system of fast drivers pr→0, the model exhibits a density wave behavior that was observed in car following models with optimal velocity. The gap of the disordered model we present exhibits, for high values of pr and random deceleration, at a critical density, a power law distribution which is a hall mark of a self organized criticality phenomena.

[1]  Gawron,et al.  Continuous limit of the Nagel-Schreckenberg model. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[2]  Takashi Nagatani,et al.  Phase transition and critical phenomenon in traffic flow model with velocity-dependent sensitivity , 1998 .

[3]  A. Schadschneider,et al.  Single-vehicle data of highway traffic: a statistical analysis. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[4]  A. Schadschneider Statistical Physics of Traffic Flow , 2000, cond-mat/0007418.

[5]  A. Schadschneider,et al.  Statistical physics of vehicular traffic and some related systems , 2000, cond-mat/0007053.

[6]  Nagel Particle hopping models and traffic flow theory. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[7]  Michael Schreckenberg,et al.  Workshop on Traffic and Granular Flow '97 : Gerhard-Mercato-Universität Duisburg, Germany, 6-8 October 1997 , 1998 .

[8]  Debashish Chowdhury,et al.  LETTER TO THE EDITOR: Stochastic traffic model with random deceleration probabilities: queueing and power-law gap distribution , 1997 .

[9]  Hamid Ez-Zahraouy,et al.  Dynamics of HIV infection on 2D cellular automata , 2003 .

[10]  P. Bak,et al.  Self-organized criticality. , 1988, Physical review. A, General physics.

[11]  A. Schadschneider The Nagel-Schreckenberg model revisited , 1999, cond-mat/9902170.

[12]  D. Wolf,et al.  Traffic and Granular Flow , 1996 .

[13]  D. Helbing Traffic and related self-driven many-particle systems , 2000, cond-mat/0012229.

[14]  R. Barlovic,et al.  Localized defects in a cellular automaton model for traffic flow with phase separation , 2001 .

[15]  A. Benyoussef,et al.  Traffic model with quenched disorder , 1999 .

[16]  T. Nagatani,et al.  Density waves in traffic flow. , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[17]  Pablo A. Ferrari,et al.  Asymmetric conservative processes with random rates , 1996 .

[18]  Kerner,et al.  Experimental properties of complexity in traffic flow. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  Ludger Santen,et al.  DISORDER EFFECTS IN CELLULAR AUTOMATA FOR TWO-LANE TRAFFIC , 1999 .

[20]  Michael Schreckenberg,et al.  A cellular automaton model for freeway traffic , 1992 .

[21]  Joachim Krug,et al.  LETTER TO THE EDITOR: Phase transitions in driven diffusive systems with random rates , 1996 .

[22]  Takashi Nagatani Traffic behavior in a mixture of different vehicles , 2000 .

[23]  Per Bak,et al.  How Nature Works: The Science of Self‐Organized Criticality , 1997 .

[24]  Stephen Wolfram,et al.  Theory and Applications of Cellular Automata , 1986 .

[25]  Robert Herman,et al.  Kinetic theory of vehicular traffic , 1971 .

[26]  Joachim Krug Phase separation in disordered exclusion models , 2000 .