Non-oscillatory central schemes for traffic flow models with Arrhenius look-ahead dynamics

  • Received: 01 April 2008 Revised: 01 February 2009
  • Primary: 76M12, 35L65, 90B20; Secondary: 35L67.

  • 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

    Related Papers:

    [1] Alexander Kurganov, Anthony Polizzi . Non-oscillatory central schemes for traffic flow models with Arrhenius look-ahead dynamics. Networks and Heterogeneous Media, 2009, 4(3): 431-451. doi: 10.3934/nhm.2009.4.431
    [2] Dong Li, Tong Li . Shock formation in a traffic flow model with Arrhenius look-ahead dynamics. Networks and Heterogeneous Media, 2011, 6(4): 681-694. doi: 10.3934/nhm.2011.6.681
    [3] Tong Li . Qualitative analysis of some PDE models of traffic flow. Networks and Heterogeneous Media, 2013, 8(3): 773-781. doi: 10.3934/nhm.2013.8.773
    [4] Paola Goatin, Chiara Daini, Maria Laura Delle Monache, Antonella Ferrara . Interacting moving bottlenecks in traffic flow. Networks and Heterogeneous Media, 2023, 18(2): 930-945. doi: 10.3934/nhm.2023040
    [5] Jan Friedrich, Oliver Kolb, Simone Göttlich . A Godunov type scheme for a class of LWR traffic flow models with non-local flux. Networks and Heterogeneous Media, 2018, 13(4): 531-547. doi: 10.3934/nhm.2018024
    [6] Raimund Bürger, Harold Deivi Contreras, Luis Miguel Villada . A Hilliges-Weidlich-type scheme for a one-dimensional scalar conservation law with nonlocal flux. Networks and Heterogeneous Media, 2023, 18(2): 664-693. doi: 10.3934/nhm.2023029
    [7] Christophe Chalons, Paola Goatin, Nicolas Seguin . General constrained conservation laws. Application to pedestrian flow modeling. Networks and Heterogeneous Media, 2013, 8(2): 433-463. doi: 10.3934/nhm.2013.8.433
    [8] Abraham Sylla . Influence of a slow moving vehicle on traffic: Well-posedness and approximation for a mildly nonlocal model. Networks and Heterogeneous Media, 2021, 16(2): 221-256. doi: 10.3934/nhm.2021005
    [9] Raimund Bürger, Christophe Chalons, Rafael Ordoñez, Luis Miguel Villada . A multiclass Lighthill-Whitham-Richards traffic model with a discontinuous velocity function. Networks and Heterogeneous Media, 2021, 16(2): 187-219. doi: 10.3934/nhm.2021004
    [10] Maya Briani, Emiliano Cristiani . An easy-to-use algorithm for simulating traffic flow on networks: Theoretical study. Networks and Heterogeneous Media, 2014, 9(3): 519-552. doi: 10.3934/nhm.2014.9.519
  • 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.


  • This article has been cited by:

    1. Rooholah Abedian, Hojatollah Adibi, Mehdi Dehghan, A high-order symmetrical weighted hybrid ENO-flux limiter scheme for hyperbolic conservation laws, 2014, 185, 00104655, 106, 10.1016/j.cpc.2013.08.020
    2. Cristiana De Filippis, Paola Goatin, The initial–boundary value problem for general non-local scalar conservation laws in one space dimension, 2017, 161, 0362546X, 131, 10.1016/j.na.2017.05.017
    3. Yongki Lee, Thresholds for shock formation in traffic flow models with nonlocal-concave-convex flux, 2019, 266, 00220396, 580, 10.1016/j.jde.2018.07.048
    4. Yongki Lee, Hailiang Liu, Thresholds for shock formation in traffic flow models with Arrhenius look-ahead dynamics, 2015, 35, 1553-5231, 323, 10.3934/dcds.2015.35.323
    5. Oluwaseun Farotimi, Kuppalapalle Vajravelu, Formulation of a maximum principle satisfying a numerical scheme for traffic flow models, 2020, 1, 2662-2963, 10.1007/s42985-020-00022-2
    6. F Betancourt, R Bürger, K H Karlsen, E M Tory, On nonlocal conservation laws modelling sedimentation, 2011, 24, 0951-7715, 855, 10.1088/0951-7715/24/3/008
    7. Christophe Chalons, Paola Goatin, Luis M. Villada, High-Order Numerical Schemes for One-Dimensional Nonlocal Conservation Laws, 2018, 40, 1064-8275, A288, 10.1137/16M110825X
    8. Dong Li, Tong Li, Shock formation in a traffic flow model with Arrhenius look-ahead dynamics, 2011, 6, 1556-181X, 681, 10.3934/nhm.2011.6.681
    9. Yongki Lee, Wave breaking in a class of non-local conservation laws, 2020, 269, 00220396, 8838, 10.1016/j.jde.2020.06.035
    10. Yi Sun, Changhui Tan, Accelerated kinetic Monte Carlo methods for general nonlocal traffic flow models, 2023, 446, 01672789, 133657, 10.1016/j.physd.2023.133657
    11. F. Betancourt, R. Bürger, R. Ruiz-Baier, H. Torres, C. A. Vega, 2014, Chapter 2, 978-3-642-39006-7, 23, 10.1007/978-3-642-39007-4_2
    12. Eitan Tadmor, 2011, Chapter 4, 978-1-4419-9553-7, 101, 10.1007/978-1-4419-9554-4_4
    13. Felisia Angela Chiarello, Paola Goatin, Global entropy weak solutions for general non-local traffic flow models with anisotropic kernel, 2018, 52, 0764-583X, 163, 10.1051/m2an/2017066
    14. Zlatinka Dimitrova, Flows of Substances in Networks and Network Channels: Selected Results and Applications, 2022, 24, 1099-4300, 1485, 10.3390/e24101485
    15. Ali R. Soheili, A. Kerayechian, H.R. Tareghian, N. Davoodi, Adaptive numerical simulation of traffic flow density, 2013, 66, 08981221, 227, 10.1016/j.camwa.2013.04.025
    16. Felisia Angela Chiarello, 2021, Chapter 5, 978-3-030-66559-3, 79, 10.1007/978-3-030-66560-9_5
    17. Paola Goatin, Sheila Scialanga, Well-posedness and finite volume approximations of the LWR traffic flow model with non-local velocity, 2016, 11, 1556-1801, 107, 10.3934/nhm.2016.11.107
    18. Yuanzhen Cheng, Alina Chertock, Michael Herty, Alexander Kurganov, Tong Wu, A New Approach for Designing Moving-Water Equilibria Preserving Schemes for the Shallow Water Equations, 2019, 80, 0885-7474, 538, 10.1007/s10915-019-00947-w
    19. Jianzhong Chen, Ronghui Liu, Yanmei Hu, High-resolution central-upwind scheme for second-order macroscopic traffic flow models, 2020, 31, 0129-1831, 2050097, 10.1142/S0129183120500977
    20. Yongki Lee, Hailiang Liu, Threshold for shock formation in the hyperbolic Keller–Segel model, 2015, 50, 08939659, 56, 10.1016/j.aml.2015.06.001
    21. Tong Li, Qualitative analysis of some PDE models of traffic flow, 2013, 8, 1556-181X, 773, 10.3934/nhm.2013.8.773
    22. Yi Sun, Changhui Tan, On a class of new nonlocal traffic flow models with look-ahead rules, 2020, 413, 01672789, 132663, 10.1016/j.physd.2020.132663
    23. Thomas Hamori, Changhui Tan, Sharp critical thresholds for a class of nonlocal traffic flow models, 2023, 73, 14681218, 103899, 10.1016/j.nonrwa.2023.103899
    24. Seyed Esmaeil Sadat Najafi, Tofigh Allahviranloo, Saeid Abbasbandy, Mohsen Rostamy Malkhalifeh, Numerical solution of nonlinear equations of traffic flow density using spectral methods by filter, 2024, 1598-5865, 10.1007/s12190-024-02252-8
    25. Saeed Mohammadian, Zuduo Zheng, Md. Mazharul Haque, Ashish Bhaskar, Continuum modeling of freeway traffic flows: State-of-the-art, challenges and future directions in the era of connected and automated vehicles, 2023, 3, 27724247, 100107, 10.1016/j.commtr.2023.100107
    26. Said Belkadi, Mohamed Atounti, A class of central unstaggered schemes for nonlocal conservation laws: Applications to traffic flow models, 2024, 42, 2175-1188, 1, 10.5269/bspm.63895
    27. S. Belkadi, M. Atounti, Central finite volume schemes for non-local traffic flow models with Arrhenius-type look-ahead rules, 2023, 10, 23129794, 1100, 10.23939/mmc2023.04.1100
    28. Yi Hu, Yongki Lee, Shijun Zheng, 2024, Chapter 13, 978-3-031-69709-8, 301, 10.1007/978-3-031-69710-4_13
    29. Mehdi Dehghan, Rooholah Jazlanian, A high-order non-oscillatory central scheme with non-staggered grids for hyperbolic conservation laws, 2011, 182, 00104655, 1284, 10.1016/j.cpc.2011.03.001
    30. E. Abreu, J. C. Valencia-Guevara, M. Huacasi-Machaca, J. Pérez, A numerical scheme for doubly nonlocal conservation laws, 2024, 61, 0008-0624, 10.1007/s10092-024-00624-x
  • Reader Comments
  • © 2009 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(4537) PDF downloads(70) Cited by(29)

Article outline

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog