Optimal Road User Charging Cordon Design: A Heuristic Optimization Approach

This paper studies the optimal design problem of selecting a charging cordon (CC) in a general traffic network. A CC is a set of tolled links surrounding a designated area so all travelers passing through this area will be tolled. Network travelers are assumed to respond to tolls imposed by adjusting their behaviors to achieve a new equilibrium following Wardrop's equilibrium condition. The necessity of this equilibrium condition is imposed as a constraint in the optimal CC design problem. This problem can be categorized as a Mathematical Program with Equilibrium Constraints (MPEC). This paper presents an innovative Genetic Algorithm (GA) based method to solve the problem. A new framework (branch-tree framework) is developed to represent a closed CC so that the method of GA can be used. The method is tested with a network of Edinburgh. Although the proposed GA is a heuristic based method, the optimization result in the test is very promising. The optimal closed CC as found by the GA produces a much higher benefit than that of judgmental cordons.

[1]  M. Marchand A NOTE ON OPTIMAL TOLLS IN AN IMPERFECT ENVIRONMENT , 1968 .

[2]  Mike Smith,et al.  The existence, uniqueness and stability of traffic equilibria , 1979 .

[3]  S. Borins,et al.  Electronic road pricing: An idea whose time may never come , 1988 .

[4]  Xiaoning Zhang,et al.  Multiclass Network Toll Design Problem with Social and Spatial Equity Constraints , 2002 .

[5]  J. Mcdonald URBAN HIGHWAY CONGESTION. AN ANALYSIS OF SECOND-BEST TOLLS , 1995 .

[6]  Charles W. Roeder,et al.  General Issues Influencing Connection Performance , 2002 .

[7]  W. Vickrey Congestion Theory and Transport Investment , 1969 .

[8]  Richard J. Linn,et al.  Dynamic crane deployment in container storage yards , 2002 .

[9]  G. Giuliano An assessment of the political acceptability of congestion pricing , 1992 .

[10]  Anthony D. May,et al.  Road pricing: An international perspective , 1992 .

[11]  Les Mayhew,et al.  OPTIMIZING THE BENEFITS OF URBAN ROAD USER CHARGING , 2002 .

[12]  Peter Jones,et al.  GAINING PUBLIC SUPPORT FOR ROAD PRICING THROUGH A PACKAGE APPROACH , 1991 .

[13]  John F. McDonald,et al.  Economic efficiency of second-best congestion pricing schemes in urban highway systems , 1999 .

[14]  Erik T. Verhoef,et al.  SECOND-BEST CONGESTION PRICING IN GENERAL NETWORKS. HEURISTIC ALGORITHMS FOR FINDING SECOND-BEST OPTIMAL TOLL LEVELS AND TOLL POINTS , 2002 .

[15]  Kazuhiro Yoshikawa,et al.  Optimal cordon pricing , 2003 .

[16]  F. Knight Some Fallacies in the Interpretation of Social Cost , 1924 .

[17]  H. Lévy-Lambert Tarification des Services a Qualite Variable--Application aux Peages de Circulation , 1968 .

[18]  J. Mcdonald,et al.  Urban highway congestion , 1995 .

[19]  Peter Hills,et al.  Evaluation of driver response to road user charging systems , 1998 .

[20]  J. Wardrop ROAD PAPER. SOME THEORETICAL ASPECTS OF ROAD TRAFFIC RESEARCH. , 1952 .

[21]  Sittha Jaensirisak Road user charging: acceptability and effectiveness , 2002 .

[22]  Simon Shepherd,et al.  The impact of cordon design on the performance of road pricing schemes , 2002 .

[23]  Robin Lindsey,et al.  DEPARTURE TIME AND ROUTE CHOICE FOR THE MORNING COMMUTE , 1990 .

[24]  Agachai Sumalee,et al.  A Genetic Algorithm Based Approach to Optimal Toll Level and Location Problems , 2004 .