Rule 184 fuzzy cellular automaton as a mathematical model for traffic flow
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Abstract
The rule 184 fuzzy cellular automaton is regarded as a mathematical model of traffic flow because it contains the two fundamental traffic flow models, the rule 184 cellular automaton and the Burgers equation, as special cases. We show that the fundamental diagram (flux-density diagram) of this model consists of three parts: a free-flow part, a congestion part and a two-periodic part. The two-periodic part, which may correspond to the synchronized mode region, is a two-dimensional area in the diagram, the boundary of which consists of the free-flow and the congestion parts. We prove that any state in both the congestion and the two-periodic parts is stable, but is not asymptotically stable, while that in the free-flow part is unstable. Transient behaviour of the model and bottle-neck effects are also examined by numerical simulations. Furthermore, to investigate low or high density limit, we consider ultradiscrete limit of the model and show that any ultradiscrete state turns to a travelling wave state of velocity one in finite time steps for generic initial conditions.Keywords
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This publication has 15 references indexed in Scilit:
- On the Asymptotic Behavior of Fuzzy Cellular AutomataElectronic Notes in Theoretical Computer Science, 2009
- Singularity confinement test for ultradiscrete equations with parity variablesJournal of Physics A: Mathematical and Theoretical, 2009
- The physics of traffic jamsReports on Progress in Physics, 2002
- Analytical properties of ultradiscrete Burgers equation and rule-184 cellular automatonJournal of Physics A: General Physics, 1998
- Cellular automata in fuzzy backgroundsPhysica D: Nonlinear Phenomena, 1997
- Experimental properties of complexity in traffic flowPhysical Review E, 1996
- Dynamical model of traffic congestion and numerical simulationPhysical Review E, 1995
- A cellular automaton model for freeway trafficJournal de Physique I, 1992
- On kinematic waves II. A theory of traffic flow on long crowded roadsProceedings of the Royal Society of London. A. Mathematical and Physical Sciences, 1955
- An Operational Analysis of Traffic DynamicsJournal of Applied Physics, 1953