Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Petri Net Theory and the Modeling of Systems
Petri Net Theory and the Modeling of Systems
Optimal configuration of roadside beacons in V2I communications
Computer Networks: The International Journal of Computer and Telecommunications Networking
Urban traffic control structure based on hybrid Petri nets
IEEE Transactions on Intelligent Transportation Systems
Advanced traveler information system for Hyderabad City
IEEE Transactions on Intelligent Transportation Systems
Determining Traffic-Flow Characteristics by Definition for Application in ITS
IEEE Transactions on Intelligent Transportation Systems
Hi-index | 0.01 |
This paper describes a new methodology adopted for urban traffic stream optimization. By using Petri net analysis as fitness function of a Genetic Algorithm, an entire urban road network is controlled in real time. With the advent of new technologies that have been published, particularly focusing on communications among vehicles and roads infrastructures, we consider that vehicles can provide their positions and their destinations to a central server so that it is able to calculate the best route for one of them. Our tests concentrate on comparisons between the proposed approach and other algorithms that are currently used for the same purpose, being possible to conclude that our algorithm optimizes traffic in a relevant manner.