Non-oscillatory central schemes for traffic flow models with Arrhenius look-ahead dynamics
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Received:
01 April 2008
Revised:
01 February 2009
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Primary: 76M12, 35L65, 90B20; Secondary: 35L67.
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We first develop non-oscillatory central schemes for a traffic flow model with Arrhenius look-ahead dynamics, proposed in [ A. Sopasakis
and M.A. Katsoulakis, SIAM J. Appl. Math., 66 (2006), pp. 921--944]. This model takes into account interactions of every vehicle with other
vehicles ahead ("look-ahead'' rule) and can be written as a one-dimensional scalar conservation law with a global flux. The proposed schemes
are extensions of the non-oscillatory central schemes, which belong to a class of Godunov-type projection-evolution methods. In this framework,
a solution, computed at a certain time, is first approximated by a piecewise polynomial function, which is then evolved to the next time level
according to the integral form of the conservation law. Most Godunov-type schemes are based on upwinding, which requires solving (generalized)
Riemann problems. However, no (approximate) Riemann problem solver is available for conservation laws with global fluxes. Therefore, central
schemes, which are Riemann-problem-solver-free, are especially attractive for the studied traffic flow model. Our numerical experiments
demonstrate high resolution, stability, and robustness of the proposed methods, which are used to numerically investigate both dispersive and
smoothing effects of the global flux.
We also modify the model by Sopasakis and Katsoulakis by introducing a more realistic, linear interaction potential that takes into account
the fact that a car's speed is affected more by nearby vehicles than distant (but still visible) ones. The central schemes are extended to the
modified model. Our numerical studies clearly suggest that in the case of a good visibility, the new model yields solutions that seem to better
correspond to reality.
Citation: Alexander Kurganov, Anthony Polizzi. Non-oscillatory central schemes for traffic flow models with Arrhenius look-ahead dynamics[J]. Networks and Heterogeneous Media, 2009, 4(3): 431-451. doi: 10.3934/nhm.2009.4.431
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Abstract
We first develop non-oscillatory central schemes for a traffic flow model with Arrhenius look-ahead dynamics, proposed in [ A. Sopasakis
and M.A. Katsoulakis, SIAM J. Appl. Math., 66 (2006), pp. 921--944]. This model takes into account interactions of every vehicle with other
vehicles ahead ("look-ahead'' rule) and can be written as a one-dimensional scalar conservation law with a global flux. The proposed schemes
are extensions of the non-oscillatory central schemes, which belong to a class of Godunov-type projection-evolution methods. In this framework,
a solution, computed at a certain time, is first approximated by a piecewise polynomial function, which is then evolved to the next time level
according to the integral form of the conservation law. Most Godunov-type schemes are based on upwinding, which requires solving (generalized)
Riemann problems. However, no (approximate) Riemann problem solver is available for conservation laws with global fluxes. Therefore, central
schemes, which are Riemann-problem-solver-free, are especially attractive for the studied traffic flow model. Our numerical experiments
demonstrate high resolution, stability, and robustness of the proposed methods, which are used to numerically investigate both dispersive and
smoothing effects of the global flux.
We also modify the model by Sopasakis and Katsoulakis by introducing a more realistic, linear interaction potential that takes into account
the fact that a car's speed is affected more by nearby vehicles than distant (but still visible) ones. The central schemes are extended to the
modified model. Our numerical studies clearly suggest that in the case of a good visibility, the new model yields solutions that seem to better
correspond to reality.
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