Detail publikačního výsledku

Verification of Genetic Algorithm in Dynamic Traffic Light Management

FUJDIAK, R.; MLÝNEK, P.; MIŠUREC, J.; PETRÁK, T.

Originální název

Verification of Genetic Algorithm in Dynamic Traffic Light Management

Anglický název

Verification of Genetic Algorithm in Dynamic Traffic Light Management

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Sensor Network, Genetic Algorithm, Traffic Light, Traffic Management, Smart City, Multi-Agent system, Discrete Event Simulation.

Klíčová slova v angličtině

Sensor Network, Genetic Algorithm, Traffic Light, Traffic Management, Smart City, Multi-Agent system, Discrete Event Simulation.

Autoři

FUJDIAK, R.; MLÝNEK, P.; MIŠUREC, J.; PETRÁK, T.

Rok RIV

2016

Vydáno

11.07.2015

Nakladatel

Asszisztencia Szervezo Kft.

Místo

Prague, Czech Republic

ISBN

978-1-4799-8497-8

Kniha

Proceedings of the 38th International Conference on Telecommunication and Signal Processing, TSP 2015

Edice

1

ISSN

1805-5435

Periodikum

International Conference on Telecommunications and Signal Processing (TSP)

Stát

Česká republika

Strany od

314

Strany do

318

Strany počet

5

URL

https://ieeexplore.ieee.org/document/7296275

BibTex

@inproceedings{BUT114460,
  author="Radek {Fujdiak} and Petr {Mlýnek} and Jiří {Mišurec} and Tomáš {Petrák}",
  title="Verification of Genetic Algorithm in Dynamic Traffic Light Management",
  booktitle="Proceedings of the 38th International Conference on Telecommunication and Signal Processing, TSP 2015",
  year="2015",
  series="1",
  journal="International Conference on Telecommunications and Signal Processing (TSP)",
  number="1",
  pages="314--318",
  publisher="Asszisztencia Szervezo Kft.",
  address="Prague, Czech Republic",
  doi="10.1109/TSP.2015.7296275",
  isbn="978-1-4799-8497-8",
  issn="1805-5435",
  url="https://ieeexplore.ieee.org/document/7296275"
}