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Optimization method of alternate traffic restriction scheme based on elastic demand and mode choice behavior
Institution:1. Department of Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil;2. Department of Exact and Applied Sciences, Universidade Federal de Ouro Preto, João Monlevade, MG, Brazil;3. Department of Automation and Control Engineering and Fundamental Techniques, Universidade Federal de Ouro Preto, Ouro Preto, MG, Brazil;4. Department of Mathematics, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil;1. Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong, PR China;2. Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen Research Institute, Shenzhen, Guangdong, PR China
Abstract:As a countermeasure to urban traffic congestion, alternate traffic restriction (ATR) involves a certain proportion of automobiles being prohibited from entering pre-determined ATR districts during specific time periods. The present study introduces an optimization method for ATR schemes in terms of both their restriction districts and the proportion of restricted automobiles. As a Stackelberg game between traffic policy makers and road users, the ATR scheme optimization problem is established using a bi-level programming model, with the upper-level examining an ATR scheme aimed at consumers’ surplus maximization under the condition of overload flow minimization, and the lower-level synthetically optimizing elastic demand, mode choice (private car, public transit and park-and-ride) and multi-class user equilibrium assignment. A genetic algorithm based on the graph theory is also proposed to solve the bi-level programming model with a gradient project algorithm for solving the lower-level model. To our knowledge, this study represents the first attempt to theoretically optimize an ATR scheme using a systematic approach with mathematical model specification.
Keywords:Urban traffic congestion  Alternate traffic restriction  Equilibrium analysis  Bi-level programming model  Multiple modes
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