We consider the Follow-the-Leader (FtL) model and study which properties of the initial positioning of the vehicles ensure its convergence to the classical Lighthill-Whitham-Richards (LWR) model for traffic flow. Robustness properties of both FtL and LWR models with respect to the initial discretization schemes are investigated. Some numerical simulations are also discussed.
| Citation: |
| [1] |
A. Aw, A. Klar, T. Materne and M. Rascle, Derivation of continuum traffic flow models from microscopic follow-the-leader models, SIAM J. Appl. Math., 63 (2002), 259-278.
doi: 10.1137/S0036139900380955.
|
| [2] |
I. Bonzani and L. Mussone, From experiments to hydrodynamic traffic flow models. I. Modelling and parameter identification, Math. Comput. Modelling, 37 (2003), 1435-1442.
doi: 10.1016/S0895-7177(03)90051-3.
|
| [3] |
M. Brackstone and M. McDonald, Car-following: A historical review, Transportation Research part F, 2 (1999), 181-196.
doi: 10.1016/S1369-8478(00)00005-X.
|
| [4] |
G. D. Byrne and A. C. Hindmarsh, A polyalgorithm for the numerical solution of ordinary differential equations, ACM Trans. Math. Software, 1 (1975), 71-96.
doi: 10.1145/355626.355636.
|
| [5] |
R. E. Chandler, R. Herman and E. W. Montroll, Traffic dynamics: Studies in car following, Operations Res., 6 (1958), 165-184.
doi: 10.1287/opre.6.2.165.
|
| [6] |
G.-Q. Chen and M. Rascle, Initial layers and uniqueness of weak entropy solutions to hyperbolic conservation laws, Arch. Ration. Mech. Anal., 153 (2000), 205-220.
doi: 10.1007/s002050000081.
|
| [7] |
R. M. Colombo and E. Rossi, On the micro-macro limit in traffic flow, Rend. Semin. Mat. Univ. Padova, 131 (2014), 217-235.
doi: 10.4171/rsmup/131-13.
|
| [8] |
C. M. Dafermos, Hyperbolic Conservation Laws in Continuum Physics, volume 325, Springer, 2000.
|
| [9] |
M. Di Francesco, S. Fagioli and M. D. Rosini, Deterministic particle approximation of scalar conservation laws, Boll. Unione Mat. Ital., 10 (2017), 487–501.
doi: 10.1007/s40574-017-0132-2.
|
| [10] |
M. Di Francesco and M. D. Rosini, Rigorous derivation of nonlinear scalar conservation laws from follow-the-leader type models via many particle limit, Arch. Ration. Mech. Anal., 217 (2015), 831-871.
doi: 10.1007/s00205-015-0843-4.
|
| [11] |
G. B. Folland, Real Analysis, John Wiley & Sons, Inc., New York, 1999.
|
| [12] |
D. C. Gazis, R. Herman and R. W. Rothery, Nonlinear follow-the-leader models of traffic flow, Operations Res., 9 (1961), 545-567.
doi: 10.1287/opre.9.4.545.
|
| [13] |
H. Holden and N. H. Risebro, The continuum limit of Follow-the-Leader models—a short proof, Discrete Contin. Dyn. Syst., 38 (2018), 715-722.
doi: 10.3934/dcds.2018031.
|
| [14] |
H. Holden and N. H. Risebro, Follow-the-Leader models can be viewed as a numerical approximation to the Lighthill-Whitham-Richards model for traffic flow, Netw. Heterog. Media, 13 (2018), 409-421.
doi: 10.3934/nhm.2018018.
|
| [15] |
H. Holden and N. H. Risebro, The continuum limit of higher-order Follow-the-Leader models, arXiv: 2312.00606v1, 2023.
|
| [16] |
S. N. Kružkov, First order quasilinear equations in several independent variables, Mat. Sb. (N.S.), 81 (1970), 228-255.
|
| [17] |
M. J. Lighthill and G. B. Whitham, On kinematic waves. II. A theory of traffic flow on long crowded roads, Proc. Roy. Soc. London Ser. A, 229 (1955), 317-345.
doi: 10.1098/rspa.1955.0089.
|
| [18] |
E. Marconi, E. Radici and F. Stra, Stability of quasi-entropy solutions of non-local scalar conservation laws, arXiv: 2211.02450v1, 2022.
|
| [19] |
P. I. Richards, Shock waves on the highway, Operations Res., 4 (1956), 42-51.
doi: 10.1287/opre.4.1.42.
|
| [20] |
E. Rossi, A justification of a LWR model based on a follow the leader description, Discrete Contin. Dyn. Syst. Ser. S, 7 (2014), 579-591.
doi: 10.3934/dcdss.2014.7.579.
|
| [21] |
L. F. Shampine and M. W. Reichelt, The MATLAB ODE suite, SIAM J. Sci. Comput., 18 (1997), 1-22.
doi: 10.1137/S1064827594276424.
|
| [22] |
C. Villani, Topics in Optimal Transportation, volume 58, AMS, 2021.
|
Problem statement
The Eulerian discrete density, the inverse Lagrangian discrete density and the (Dirac) empirical measure profiles (
Flux associated with (83)
Snapshots of the dynamics of
Evolution of