Title :
Enhancing the urban road traffic with Swarm Intelligence: A case study of Córdoba city downtown
Author :
García-Nieto, José ; Alba, Enrique ; Olivera, Ana Carolina
Author_Institution :
Dept. Lenguajes y Cienc. de la Comput., Univ. of Malaga, Malaga, Spain
Abstract :
In current modern cities, the increasing number of traffic lights that control the vehicular traffic flow requires a highly complex scheduling. Thousands of red lights, that have to be optimally programmed, are nowadays operating in congested urban areas. Therefore, automatic intelligent systems are indispensable tools for optimally tackling this task. In this work, we propose a Swarm Intelligence approach that, coupled with the SUMO traffic simulator, is able to find successful cycle programs of traffic lights for large urban areas. In concrete, we have focused on a metropolitan area of the city downtown of Córdoba (in Spain). The experiments and comparisons with other techniques reveal that our proposed approach obtains significant profits in terms of traffic flow and global trip time.
Keywords :
automated highways; particle swarm optimisation; road traffic control; scheduling; traffic engineering computing; Cordoba city downtown; SUMO traffic simulator; automatic intelligent systems; complex scheduling; congested urban areas; metropolitan area; swarm intelligence approach; traffic lights; urban road traffic; vehicular traffic flow control; Algorithm design and analysis; Cities and towns; Color; Mathematical model; Optimization; Urban areas; Vehicles; Differential Evolution; Particle Swarm Optimization; SUMO Microscopic Simulator; Traffic Light Scheduling;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location :
Cordoba
Print_ISBN :
978-1-4577-1676-8
DOI :
10.1109/ISDA.2011.6121683