Abstract An approach based on the artificial intelligence is proposed for the management of road traffic. By a fuzzy system, we are looking for purely numerical parametric characteristics and those that influence its structure. In fact, we use input and output data from a portion of the road traffic to identify a fuzzy model which makes possible the evaluation of the results of the estimated parameters obtained. This has been achievable through the combination of parametric and structural adjustment algorithms with the backpropagation algorithm. Consequently, the obtained results show that adaptive models are successfully used in the analysis and the management of road traffic through the efficiency of this combination.
Application of Artificial Intelligence Approach for Optimizing Management of Road Traffic
2019-07-18
11 pages
Article/Chapter (Book)
Electronic Resource
English
Artificial Intelligence Approach for Optimizing Traffic Signal Timings on Urban Road Network
British Library Conference Proceedings | 1994
|Artificial Intelligence Approach for Optimizing Traffic Signal Timing on an Urban Road Network
British Library Online Contents | 1994
|Road traffic monitoring system based on artificial intelligence
European Patent Office | 2024
|