Ingeniare. Revista chilena de ingeniería
On-line version ISSN 0718-3305
PEDRAZA, Luis Fernando; HERNANDEZ, César Augusto and LOPEZ, Danilo Alfonso. Vehicular traffic control using ANFIS. Ingeniare. Rev. chil. ing. [online]. 2012, vol.20, n.1, pp.79-88. ISSN 0718-3305. http://dx.doi.org/10.4067/S0718-33052012000100008.
Different strategies for urban traffic control have been presented over time. This paper presents the design of a vehicular traffic model, examining the existing traffic through a serie of traffic lights on a road. From this model the times of duration and phase of the traffic lights are synchronized, using the Adaptive Network Based Fuzzy Inference Systems (ANFIS). The model is simulated and the results are evaluated at macroscopic level with the fixed time model, currently operating in Bogota-Colombia.
Keywords : Macroscopic parameters; fixed time; vehicle traffic; adaptive networks; fuzzy logic; sum of squared error.