American Institute of Mathematical Sciences

Advanced
February  2017, 14(1): 127-141. doi: 10.3934/mbe.2017009

Many particle approximation of the Aw-Rascle-Zhang second order model for vehicular traffic

Marco Di Francesco 1, , Simone Fagioli 1, and  Massimiliano D. Rosini 2,,

1. 

DISIM, Università degli Studi dell'Aquila, via Vetoio 1 (Coppito), 67100 LAquila (AQ), Italy
2. 

Instytut Matematyki, Uniwersytet Marii Curie-Skłodowskiej, pl. Marii Curie-Sk lodowskiej 1, 20-031 Lublin, Poland

* Corresponding author: M. D. Rosini

Received  November 23, 2015 Accepted  April 15, 2016 Published  October 2016

Fund Project: MDF is supported by the Italian MIUR-PRIN project 2012L5W XHJ_003. SF is partially supported by the Italian INdAM-GNAMPA 2015 mini-project: Analisi e stabilità per modelli di equazioni alle derivate parziali nella matematica applicata. MDR is also partially supported by ICM Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego, Uniwersytet Warszawski. The authors would like to thanks Giovanni Russo for comments and suggestions on the numerical part.

We consider the follow-the-leader approximation of the Aw-Rascle-Zhang (ARZ) model for traffic flow in a multi population formulation. We prove rigorous convergence to weak solutions of the ARZ system in the many particle limit in presence of vacuum. The result is based on uniform ${\mathbf{BV}}$ estimates on the discrete particle velocity. We complement our result with numerical simulations of the particle method compared with some exact solutions to the Riemann problem of the ARZ system.

Keywords: Aw-Rascle-Zhang model, second order models for vehicular traffics, many particle limit.
Mathematics Subject Classification: Primary: 35L65, 90B20.
Citation: Marco Di Francesco, Simone Fagioli, Massimiliano D. Rosini. Many particle approximation of the Aw-Rascle-Zhang second order model for vehicular traffic. Mathematical Biosciences & Engineering, 2017, 14 (1) : 127-141. doi: 10.3934/mbe.2017009
References:
[1]

B. Andreianov, C. Donadello, U. Razafison, J. Y. Rolland and M. D. Rosini, Solutions of the Aw-Rascle-Zhang system with point constraints, Networks and Heterogeneous Media, 11 (2016), 29-47.  doi: 10.3934/nhm.2016.11.29.  Google Scholar

[2]

B. Andreianov, C. Donadello and M. D. Rosini, A second-order model for vehicular traffics with local point constraints on the flow, Mathematical Models and Methods in Applied Sciences, 26 (2016), 751-802.  doi: 10.1142/S0218202516500172.  Google Scholar

[3]

A. Aw, A. Klar, T. Materne and M. Rascle, Derivation of continuum traffic flow models from microscopic Follow-the-Leader models, SIAM Journal on Applied Mathematics, 63 (2002), 259-278.  doi: 10.1137/S0036139900380955.  Google Scholar

[4]

A. Aw and M. Rascle, Resurrection of "second order" models of traffic flow, SIAM Journal on Applied Mathematics, 60 (2000), 916-938.  doi: 10.1137/S0036139997332099.  Google Scholar

[5]

P. Bagnerini and M. Rascle, A multi-class homogenized hyperbolic model of traffic flow, SIAM Journal of Mathematical Analysis, 35 (2003), 949-973.  doi: 10.1137/S0036141002411490.  Google Scholar

[6]

F. Berthelin, P. Degond, M. Delitala and M. Rascle, A model for the formation and evolution of traffic jams, Archive for Rational Mechanics and Analysis, 187 (2008), 185-220.  doi: 10.1007/s00205-007-0061-9.  Google Scholar

[7]

A. Bressan, Hyperbolic Systems of Conservation Laws: The One-dimensional Cauchy Problem vol. 20, Oxford university press, 2000.  Google Scholar

[8]

C. Chalons and P. Goatin, Transport-equilibrium schemes for computing contact discontinuities in traffic flow modeling, Commun. Math. Sci., 5 (2007), 533-551.  doi: 10.4310/CMS.2007.v5.n3.a2.  Google Scholar

[9]

M. Di Francesco and M. Rosini, Rigorous derivation of nonlinear scalar conservation laws from Follow-the-Leader type models via many particle limit, Archive for Rational Mechanics and Analysis, 217 (2015), 831-871.  doi: 10.1007/s00205-015-0843-4.  Google Scholar

[10]

M. Di Francesco, S. Fagioli and M. D. Rosini, Deterministic particle approximation of scalar conservation laws, preprint, arXiv: 1605.05883. Google Scholar

[11]

M. Di Francesco, S. Fagioli, M. D. Rosini and G. Russo, Deterministic particle approximation of the Hughes model in one space dimension, preprint, arXiv: 1602.06153. Google Scholar

[12]

M. Di Francesco, S. Fagioli, M. D. Rosini and G. Russo, Follow-the-leader approximations of macroscopic models for vehicular and pedestrian flows, preprint. Google Scholar

[13]

R. E. Ferreira and C. I. Kondo, Glimm method and wave-front tracking for the Aw-Rascle traffic flow model, Far East J. Math. Sci., 43 (2010), 203-223.   Google Scholar

[14]

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.  Google Scholar

[15]

M. Godvik and H. Hanche-Olsen, Existence of solutions for the Aw-Rascle traffic flow model with vacuum, Journal of Hyperbolic Differential Equations, 5 (2008), 45-63.  doi: 10.1142/S0219891608001428.  Google Scholar

[16]

M. Lighthill and G. Whitham, On kinematic waves. Ⅱ. A theory of traffic flow on long crowded roads, Royal Society of London. Series A, Mathematical and Physical Sciences, 229 (1955), 317-345.  doi: 10.1098/rspa.1955.0089.  Google Scholar

[17]

S. Moutari and M. Rascle, A hybrid lagrangian model based on the Aw-Rascle traffic flow model, SIAM Journal on Applied Mathematics, 68 (2007), 413-436.  doi: 10.1137/060678415.  Google Scholar

[18]

I. Prigogine and R. Herman, Kinetic theory of vehicular traffic IEEE Transactions on Systems, Man, and Cybernetics, 2 (1972), p295. doi: 10.1109/TSMC.1972.4309114.  Google Scholar

[19]

P. I. Richards, Shock waves on the highway, Operations Research, 4 (1956), 42-51.  doi: 10.1287/opre.4.1.42.  Google Scholar

[20]

A. I. Vol'pert, The spaces BV and quasilinear equations, (Russian) Mat. Sb. (N.S.), 73 (1967), 255-302.   Google Scholar

[21]

H. Zhang, A non-equilibrium traffic model devoid of gas-like behavior, Transportation Research Part B: Methodological, 36 (2002), 275-290.  doi: 10.1016/S0191-2615(00)00050-3.  Google Scholar

show all references

References:
[1]

B. Andreianov, C. Donadello, U. Razafison, J. Y. Rolland and M. D. Rosini, Solutions of the Aw-Rascle-Zhang system with point constraints, Networks and Heterogeneous Media, 11 (2016), 29-47.  doi: 10.3934/nhm.2016.11.29.  Google Scholar

[2]

B. Andreianov, C. Donadello and M. D. Rosini, A second-order model for vehicular traffics with local point constraints on the flow, Mathematical Models and Methods in Applied Sciences, 26 (2016), 751-802.  doi: 10.1142/S0218202516500172.  Google Scholar

[3]

A. Aw, A. Klar, T. Materne and M. Rascle, Derivation of continuum traffic flow models from microscopic Follow-the-Leader models, SIAM Journal on Applied Mathematics, 63 (2002), 259-278.  doi: 10.1137/S0036139900380955.  Google Scholar

[4]

A. Aw and M. Rascle, Resurrection of "second order" models of traffic flow, SIAM Journal on Applied Mathematics, 60 (2000), 916-938.  doi: 10.1137/S0036139997332099.  Google Scholar

[5]

P. Bagnerini and M. Rascle, A multi-class homogenized hyperbolic model of traffic flow, SIAM Journal of Mathematical Analysis, 35 (2003), 949-973.  doi: 10.1137/S0036141002411490.  Google Scholar

[6]

F. Berthelin, P. Degond, M. Delitala and M. Rascle, A model for the formation and evolution of traffic jams, Archive for Rational Mechanics and Analysis, 187 (2008), 185-220.  doi: 10.1007/s00205-007-0061-9.  Google Scholar

[7]

A. Bressan, Hyperbolic Systems of Conservation Laws: The One-dimensional Cauchy Problem vol. 20, Oxford university press, 2000.  Google Scholar

[8]

C. Chalons and P. Goatin, Transport-equilibrium schemes for computing contact discontinuities in traffic flow modeling, Commun. Math. Sci., 5 (2007), 533-551.  doi: 10.4310/CMS.2007.v5.n3.a2.  Google Scholar

[9]

M. Di Francesco and M. Rosini, Rigorous derivation of nonlinear scalar conservation laws from Follow-the-Leader type models via many particle limit, Archive for Rational Mechanics and Analysis, 217 (2015), 831-871.  doi: 10.1007/s00205-015-0843-4.  Google Scholar

[10]

M. Di Francesco, S. Fagioli and M. D. Rosini, Deterministic particle approximation of scalar conservation laws, preprint, arXiv: 1605.05883. Google Scholar

[11]

M. Di Francesco, S. Fagioli, M. D. Rosini and G. Russo, Deterministic particle approximation of the Hughes model in one space dimension, preprint, arXiv: 1602.06153. Google Scholar

[12]

M. Di Francesco, S. Fagioli, M. D. Rosini and G. Russo, Follow-the-leader approximations of macroscopic models for vehicular and pedestrian flows, preprint. Google Scholar

[13]

R. E. Ferreira and C. I. Kondo, Glimm method and wave-front tracking for the Aw-Rascle traffic flow model, Far East J. Math. Sci., 43 (2010), 203-223.   Google Scholar

[14]

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.  Google Scholar

[15]

M. Godvik and H. Hanche-Olsen, Existence of solutions for the Aw-Rascle traffic flow model with vacuum, Journal of Hyperbolic Differential Equations, 5 (2008), 45-63.  doi: 10.1142/S0219891608001428.  Google Scholar

[16]

M. Lighthill and G. Whitham, On kinematic waves. Ⅱ. A theory of traffic flow on long crowded roads, Royal Society of London. Series A, Mathematical and Physical Sciences, 229 (1955), 317-345.  doi: 10.1098/rspa.1955.0089.  Google Scholar

[17]

S. Moutari and M. Rascle, A hybrid lagrangian model based on the Aw-Rascle traffic flow model, SIAM Journal on Applied Mathematics, 68 (2007), 413-436.  doi: 10.1137/060678415.  Google Scholar

[18]

I. Prigogine and R. Herman, Kinetic theory of vehicular traffic IEEE Transactions on Systems, Man, and Cybernetics, 2 (1972), p295. doi: 10.1109/TSMC.1972.4309114.  Google Scholar

[19]

P. I. Richards, Shock waves on the highway, Operations Research, 4 (1956), 42-51.  doi: 10.1287/opre.4.1.42.  Google Scholar

[20]

A. I. Vol'pert, The spaces BV and quasilinear equations, (Russian) Mat. Sb. (N.S.), 73 (1967), 255-302.   Google Scholar

[21]

H. Zhang, A non-equilibrium traffic model devoid of gas-like behavior, Transportation Research Part B: Methodological, 36 (2002), 275-290.  doi: 10.1016/S0191-2615(00)00050-3.  Google Scholar

Figure 1.  Left column for Test 1 and right column for Test 2. Initial conditions are specified in the tables on the top using $N=200$ particles.
Figure Options

Download full-size image

Download as PowerPoint slide

Figure 2.  Left column for Test 3 and right column for Test 4. Initial conditions are specified in the tables on the top using $N=200$ particles.
Figure Options

Download full-size image

Download as PowerPoint slide

Table 1.  Different numbers of particles and corresponding discrete $\mathbf{L^1}$-errors for densities.
N Test 1 Test 2 Test 3 Test 4
100 8.9e − 03 4.1e − 03 4.7e − 03 2.1e − 03
500 1.8e − 03 1.1e − 03 1.8e − 03 4.7e − 04
1000 4.7e − 04 5.7e − 04 1.2e − 04 2.5e − 04
2000 4.5e − 04 3.4e − 04 8.2e − 04 1.3e − 04
Table Options

Download as excel

N Test 1 Test 2 Test 3 Test 4
100 8.9e − 03 4.1e − 03 4.7e − 03 2.1e − 03
500 1.8e − 03 1.1e − 03 1.8e − 03 4.7e − 04
1000 4.7e − 04 5.7e − 04 1.2e − 04 2.5e − 04
2000 4.5e − 04 3.4e − 04 8.2e − 04 1.3e − 04
[1]

Stefano Villa, Paola Goatin, Christophe Chalons. Moving bottlenecks for the Aw-Rascle-Zhang traffic flow model. Discrete & Continuous Dynamical Systems - B, 2017, 22 (10) : 3921-3952. doi: 10.3934/dcdsb.2017202
[2]

Shimao Fan, Michael Herty, Benjamin Seibold. Comparative model accuracy of a data-fitted generalized Aw-Rascle-Zhang model. Networks & Heterogeneous Media, 2014, 9 (2) : 239-268. doi: 10.3934/nhm.2014.9.239
[3]

Boris P. Andreianov, Carlotta Donadello, Ulrich Razafison, Julien Y. Rolland, Massimiliano D. Rosini. Solutions of the Aw-Rascle-Zhang system with point constraints. Networks & Heterogeneous Media, 2016, 11 (1) : 29-47. doi: 10.3934/nhm.2016.11.29
[4]

Marte Godvik, Harald Hanche-Olsen. Car-following and the macroscopic Aw-Rascle traffic flow model. Discrete & Continuous Dynamical Systems - B, 2010, 13 (2) : 279-303. doi: 10.3934/dcdsb.2010.13.279
[5]

Bertrand Haut, Georges Bastin. A second order model of road junctions in fluid models of traffic networks. Networks & Heterogeneous Media, 2007, 2 (2) : 227-253. doi: 10.3934/nhm.2007.2.227
[6]

Dohyun Kim. Asymptotic behavior of a second-order swarm sphere model and its kinetic limit. Kinetic & Related Models, 2020, 13 (2) : 401-434. doi: 10.3934/krm.2020014
[7]

Alberto Bressan, Marco Mazzola, Hongxu Wei. A dynamic model of the limit order book. Discrete & Continuous Dynamical Systems - B, 2020, 25 (3) : 1015-1041. doi: 10.3934/dcdsb.2019206
[8]

G. Caginalp, Christof Eck. Rapidly converging phase field models via second order asymptotics. Conference Publications, 2005, 2005 (Special) : 142-152. doi: 10.3934/proc.2005.2005.142
[9]

Michael Burger, Simone Göttlich, Thomas Jung. Derivation of second order traffic flow models with time delays. Networks & Heterogeneous Media, 2019, 14 (2) : 265-288. doi: 10.3934/nhm.2019011
[10]

Martin Redmann, Peter Benner. Approximation and model order reduction for second order systems with Levy-noise. Conference Publications, 2015, 2015 (special) : 945-953. doi: 10.3934/proc.2015.0945
[11]

Michael Herty, J.-P. Lebacque, S. Moutari. A novel model for intersections of vehicular traffic flow. Networks & Heterogeneous Media, 2009, 4 (4) : 813-826. doi: 10.3934/nhm.2009.4.813
[12]

Michael Herty, Lorenzo Pareschi, Mohammed Seaïd. Enskog-like discrete velocity models for vehicular traffic flow. Networks & Heterogeneous Media, 2007, 2 (3) : 481-496. doi: 10.3934/nhm.2007.2.481
[13]

Yi-Chiuan Chen. Bernoulli shift for second order recurrence relations near the anti-integrable limit. Discrete & Continuous Dynamical Systems - B, 2005, 5 (3) : 587-598. doi: 10.3934/dcdsb.2005.5.587
[14]

Oliver Kolb, Simone Göttlich, Paola Goatin. Capacity drop and traffic control for a second order traffic model. Networks & Heterogeneous Media, 2017, 12 (4) : 663-681. doi: 10.3934/nhm.2017027
[15]

Nicolas Forcadel, Wilfredo Salazar, Mamdouh Zaydan. Homogenization of second order discrete model with local perturbation and application to traffic flow. Discrete & Continuous Dynamical Systems - A, 2017, 37 (3) : 1437-1487. doi: 10.3934/dcds.2017060
[16]

Seung-Yeal Ha, Doron Levy. Particle, kinetic and fluid models for phototaxis. Discrete & Continuous Dynamical Systems - B, 2009, 12 (1) : 77-108. doi: 10.3934/dcdsb.2009.12.77
[17]

David Cowan. Rigid particle systems and their billiard models. Discrete & Continuous Dynamical Systems - A, 2008, 22 (1&2) : 111-130. doi: 10.3934/dcds.2008.22.111
[18]

Jin Ma, Xinyang Wang, Jianfeng Zhang. Dynamic equilibrium limit order book model and optimal execution problem. Mathematical Control & Related Fields, 2015, 5 (3) : 557-583. doi: 10.3934/mcrf.2015.5.557
[19]

Benjamin Seibold, Morris R. Flynn, Aslan R. Kasimov, Rodolfo R. Rosales. Constructing set-valued fundamental diagrams from Jamiton solutions in second order traffic models. Networks & Heterogeneous Media, 2013, 8 (3) : 745-772. doi: 10.3934/nhm.2013.8.745
[20]

Shi Jin, Min Tang, Houde Han. A uniformly second order numerical method for the one-dimensional discrete-ordinate transport equation and its diffusion limit with interface. Networks & Heterogeneous Media, 2009, 4 (1) : 35-65. doi: 10.3934/nhm.2009.4.35

2018 Impact Factor: 1.313

Tools

Metrics

  • PDF downloads (37)
  • HTML views (9)
  • Cited by (0)

Other articles
by authors

[Back to Top]

Copyright © 2020 American Institute of Mathematical Sciences