Publication detail

Verification of Genetic Algorithm in Dynamic Traffic Light Management

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

Original Title

Verification of Genetic Algorithm in Dynamic Traffic Light Management

Type

conference paper

Language

English

Original 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.

Keywords

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

Authors

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

RIV year

2015

Released

11. 7. 2015

Publisher

Asszisztencia Szervezo Kft.

Location

Prague, Czech Republic

ISBN

978-1-4799-8497-8

Book

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

Edition

1

Edition number

1

ISBN

1805-5435

Periodical

International Conference on Telecommunications and Signal Processing (TSP)

State

Czech Republic

Pages from

314

Pages to

318

Pages count

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"
}