Title
Verification of genetic algorithm in dynamic traffic light management
Abstract
This Article deals with traffic light management in cities. Our solution is based on a sensor network, which should provide enough information for dynamic methods. This solution is about the implementation of genetic algorithms into the system of traffic light control systems to make it more efficient. The article provides a simulation tool for dynamic and static traffic light management simulation, based on multi-agent system and discrete event simulation algorithms. The results of the simulation, provided in this article, should prove the benefits of our dynamic solution for city traffic, which has an indisputable impact on the living standard of citizens in cities.
Year
DOI
Venue
2015
10.1109/TSP.2015.7296275
2015 38th International Conference on Telecommunications and Signal Processing (TSP)
Keywords
Field
DocType
Sensor Network,Genetic Algorithm,Traffic Light,Traffic Management,Smart City,Multi-Agent system,Discrete Event Simulation
Traffic generation model,Computer science,Floating car data,Real-time computing,Smart city,Network traffic control,Network traffic simulation,Wireless sensor network,Genetic algorithm,Discrete event simulation
Conference
Citations 
PageRank 
References 
0
0.34
3
Authors
4
Name
Order
Citations
PageRank
Radek Fujdiak14511.17
Jiri Misurec21810.91
Petr Mlynek32713.05
Tomas Petrak400.34