A congestion-pricing problem with a polycentric region and multi-class users: a continuum modelling approach

Consider a region of arbitrary shape with multiple cities competing for multi-class users that are distributed continuously over the region. Within this region, the road network is represented as a continuum and users patronise in a two-dimensional continuum transportation system to their chosen city. A logit-type distribution function is specified to model the probabilistic destination choices made by the different classes of users. In this article, two different congestion-pricing models for this multi-class and multi-city continuum transportation system are studied. The first model focused on utility maximisation, which determines the optimal toll rates that maximise the total utility of the system, while the second model is a cordon-based congestion-pricing model that offers a sub-optimal but more practical tolling strategy. Both models are solved by finite element method and a promising Newtonian-based solution algorithm. A numerical example is given to show the effectiveness of the mathematical program and solution algorithm.

[1]  A multi-class congestion-pricing problem in a continuum transportation system , 2007 .

[2]  David Bernstein,et al.  Toll-Design Problem with Stochastic Route Choice , 2004 .

[3]  R. Vaughan,et al.  Urban spatial traffic patterns , 1987 .

[4]  Hai Yang,et al.  System Optimum, Stochastic User Equilibrium, and Optimal Link Tolls , 1999, Transp. Sci..

[5]  Dennis E. Blumenfeld,et al.  Modeling the Joint Distribution of Home and Workplace Locations in a City , 1977 .

[6]  Giuseppe Bellei,et al.  Network pricing optimization in multi-user and multimodal context with elastic demand , 2002 .

[7]  Shing Chung Josh Wong,et al.  Multi-commodity traffic assignment by continuum approximation of network flow with variable demand , 1998 .

[8]  Shing Chung Josh Wong,et al.  Finite element solution for the continuum traffic equilibrium problems , 1998 .

[9]  N. Geroliminis,et al.  Existence of urban-scale macroscopic fundamental diagrams: Some experimental findings - eScholarship , 2007 .

[10]  Alastair R. Beresford,et al.  Survey of Technologies for the Implementation of National‐scale Road User Charging , 2007 .

[11]  Shing Chung Josh Wong,et al.  A review of the two-dimensional continuum modeling approach to transportation problems , 2006 .

[12]  Hai Yang,et al.  User-equilibrium traffic assignment by continuum approximation of network flow , 1990 .

[13]  H. Pietrantonio URBAN TRAVEL DEMAND MODELING: FROM INDIVIDUAL CHOICES TO GENERAL EQUILIBRIUM , 1997 .

[14]  Hai Yang,et al.  Principle of marginal-cost pricing : How does it work in a general road network ? , 1998 .

[15]  Daniel J. Graham,et al.  An evaluation of national road user charging in England , 2005 .

[16]  Xiaoning Zhang,et al.  The optimal cordon-based network congestion pricing problem , 2004 .

[17]  Hai Yang,et al.  The multi-class, multi-criteria traffic network equilibrium and systems optimum problem , 2004 .

[18]  Hai-Jun Huang,et al.  Competitive, cooperative and Stackelberg congestion pricing for multiple regions in transportation networks , 2011 .

[19]  Mike J. Smith The marginal cost taxation of a transportation network , 1979 .

[20]  Daniel J. Graham,et al.  Testing for the Distributional Effects of National Road User Charging , 2009 .

[21]  G. Gentile,et al.  Advanced pricing and rationing policies for large scale multimodal networks , 2005 .

[22]  M J Beckmann ON OPTIMAL TOLLS FOR HIGHWAYS, TUNNELS, AND BRIDGES. IN VEHICULAR TRAFFIC SCIENCE , 1967 .

[23]  Hai-Jun Huang,et al.  Fares and tolls in a competitive system with transit and highway: the case with two groups of commuters , 2000 .

[24]  Simon Shepherd,et al.  Comparison of judgmental and optimal road pricing cordons , 2005 .

[25]  Robert Herman,et al.  Vehicular traffic science : proceedings of the third International Symposium on the Theory of Traffic Flow, New York, June 1965, held under the auspices of the Transportation Science Section of the Operations Research Society of America , 1968 .

[26]  A. Sumalee MULTI-CONCENTRIC OPTIMAL CHARGING CORDON DESIGN , 2007 .

[27]  S. H. Lo,et al.  Finite element implementation , 1996 .

[28]  Shing Chung Josh Wong,et al.  EXISTENCE AND UNIQUENESS OF A SOLUTION FOR THE MULTI-CLASS USER EQUILIBRIUM PROBLEM IN A CONTINUUM TRANSPORTATION SYSTEM , 2007 .

[29]  Robert Hooke,et al.  `` Direct Search'' Solution of Numerical and Statistical Problems , 1961, JACM.

[30]  Hai-Jun Huang,et al.  Pricing and logit-based mode choice models of a transit and highway system with elastic demand , 2002, Eur. J. Oper. Res..

[31]  Long Chen FINITE ELEMENT METHOD , 2013 .

[32]  Shing Chung Josh Wong,et al.  Combined distribution and assignment model for a continuum traffic equilibrium problem with multiple user classes , 2006 .

[33]  Shing Chung Josh Wong,et al.  Cordon-Based Congestion Pricing in a Continuum Traffic Equilibrium System , 2005 .

[34]  Anthony D. May,et al.  Supply Curves for Urban Road Networks. , 2000 .