An Approach for Traffic Forecast with GPU Computing & Cellular Automata Model

Traffic forecast has been of practical interest for modern society, mainly in minimizing of jammed traffic effects due to the saturation of roads, as well as predictable the impact of road interventions. In this way, a family of computational methods that represent basic traffic characteristics is based on Cellular Automata (CA). Moreover, the simulation of traffic system for greater roads lattice requires a high computational cost. Therefore, this work presents an approach of sophisticate CA models applied for traffic simulation on GPU.

[1]  Andreas Schadschneider,et al.  A stochastic cellular automaton model for traffic flow with multiple metastable states , 2004 .

[2]  Yixin Chen,et al.  A novel ant clustering algorithm based on cellular automata , 2004 .

[3]  L. A. Pipes.  An Operational Analysis of Traffic Dynamics , 1953 .

[4]  Ioanna Spyropoulou,et al.  Modelling a signal controlled traffic stream using cellular automata , 2007 .

[5]  H. Takayasu,et al.  1/f NOISE IN A TRAFFIC MODEL , 1993 .

[6]  Ludger Santen,et al.  LETTER TO THE EDITOR: Towards a realistic microscopic description of highway traffic , 2000 .

[7]  Andreas Schadschneider,et al.  New kind of phase separation in a CA traffic model with anticipation , 2004 .

[8]  Boris S. Kerner,et al.  Cellular automata approach to three-phase traffic theory , 2002, cond-mat/0206370.

[9]  Ling Chen,et al.  A novel ant clustering algorithm based on cellular automata , 2004, Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004)..

[10]  Takashi Nagatani,et al.  Traffic states and fundamental diagram in cellular automaton model of vehicular traffic controlled by signals , 2009 .

[11]  A. Schadschneider,et al.  Metastable states in cellular automata for traffic flow , 1998, cond-mat/9804170.

[12]  Yoshiaki Takai,et al.  A cellular automaton model of particle motions and its applications , 2005, The Visual Computer.

[13]  Esteban Walter Gonzalez Clua,et al.  A probabilistic cellular automata model for highway traffic simulation , 2010, ICCS.

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

[15]  Christofer Edling.  Simulating society - A mathematica toolkit for modeling socioeconomic behavior , 1998 .

[16]  Ran Tian,et al.  The mathematical solution of a cellular automaton model which simulates traffic flow with a slow-to-start effect , 2009, Discret. Appl. Math..

[17]  Michael Schreckenberg,et al.  A cellular automaton traffic flow model for online simulation of traffic , 2001, Parallel Comput..

[18]  Roland Chrobok,et al.  A High‐Resolution Cellular Automata Traffic Simulation Model with Application in a Freeway Traffic Information System , 2004 .

[19]  Klaus Sutner,et al.  Computation theory of cellular automata , 1998 .

[20]  Thomas Ertl,et al.  CUDASA: Compute Unified Device and Systems Architecture , 2008, EGPGV@Eurographics.

[21]  Ernst Rank,et al.  An Improved Cellular Automaton Model for Traffic Flow Simulation , 1996 .

[22]  Neil F. Johnson,et al.  Cellular automata models of traffic flow along a highway containing a junction , 1996 .