• DocumentCode
    1629624
  • Title

    Fuzzy-genetic approach for incorporation of driver´s requirement for route selection in a car navigation system

  • Author

    Chakraborty, Basabi ; Chen, Rung Ching

  • Author_Institution
    Fac. of Software & Inf. Sci., Iwate Prefectural Univ., Takizawa, Japan
  • fYear
    2009
  • Firstpage
    1645
  • Lastpage
    1649
  • Abstract
    Car navigation systems are now widely used as a component for intelligent transportation systems. Route planning is the most important task of car navigation systems. Though modern car navigation systems incorporate various road information, even dynamic information, to generate optimal route, but they are yet to present routes according to driver´s requirements or preferences. Most of the car navigation systems present a single best route or alternate routes according to systems predefined choices which may not satisfy the driver. In this work a fuzzy genetic approach is proposed to generate alternate routes according to driver´s requirement and choice with fine tuning by using feed back mechanism. A simple simulation experiment proves the effectiveness and importance of the concept for developing more user friendly car navigation system with an outline of implementation.
  • Keywords
    driver information systems; fuzzy systems; genetic algorithms; navigation; transportation; car navigation system; driver requirement; fuzzy-genetic approach; intelligent transportation systems; route planning; route selection; Adaptive systems; Feeds; Fuzzy systems; Genetic algorithms; Human computer interaction; Intelligent transportation systems; Mood; Navigation; Nominations and elections; Road transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277346
  • Filename
    5277346