• DocumentCode
    2219510
  • Title

    Traffic lights timing inside microregion simulator using multiobjective optimization

  • Author

    Costa, Breno C. ; Almeida, Paulo E M ; Caldeira, Evandro

  • Author_Institution
    Centro Fed. de Educ. Tecnol. de Mnas Gerais-CEFET-MG, Belo Horizonte, Brazil
  • fYear
    2011
  • fDate
    5-8 June 2011
  • Firstpage
    1382
  • Lastpage
    1387
  • Abstract
    The growing number of vehicles and pedestrians in the cities increases difficulties for traffic control. Nowadays application of computational techniques helps traffic engineers, giving more efficiency, security and agility to decision making tasks. In this context, a good traffic lights management improves vehicles flow, decreasing traffic jams and delays. This paper applies a multiobjective technique to traffic lights timing using Non Dominated Sorting Genetic Algorithm (NSGA-II), aggregates the proposed algorithm to a microregion traffic simulator coupled into Geographic Information System (GIS). Experiments performed in Porto Alegre area (Brazil) validate the applied technique, comparing obtained results with similar ones from earlier reports.
  • Keywords
    decision making; genetic algorithms; geographic information systems; sorting; traffic control; traffic engineering computing; Brazil; Porto Alegre area; computational techniques; decision making; geographic information system; microregion traffic simulator; multiobjective optimization; nondominated sorting genetic algorithm; traffic control; traffic jams; traffic light timing management; Geographic Information System; Multiobjective Optimization; NSGA; Simulation; Traffic Lights Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2011 IEEE Congress on
  • Conference_Location
    New Orleans, LA
  • ISSN
    Pending
  • Print_ISBN
    978-1-4244-7834-7
  • Type

    conf

  • DOI
    10.1109/CEC.2011.5949777
  • Filename
    5949777