• DocumentCode
    348751
  • Title

    Genetic algorithms applied to a wood collection problem

  • Author

    Karanta, Ilkka ; Mikkota, T. ; Bounsaythip, Catherine ; Jokinen, Olli ; Savola, Juha

  • Author_Institution
    VTT Inf. Technol., Finland
  • Volume
    4
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    635
  • Abstract
    This paper is related to a real-world problem of routing, sequencing and time-tabling of trucks for timber collection in Finland. The general features of the vehicle routing problem are described, and the special features of the wood transportation problem are explained. Timber collection poses special challenges, because of different kinds of timber, types of trucks, multiple start and delivery points, plus the huge size of the road network which may include all the public countryside roads of a substantial portion of Finland. A prototype system using genetic algorithms is described. Obtained results are encouraging and open to future development
  • Keywords
    genetic algorithms; network routing; transportation; wood processing; genetic algorithms; road network; routing; sequencing; timber collecting vehicle routing problem; timber collection; time-tabling; trucks; vehicle routing problem; wood collection problem; wood transportation problem; Constraint optimization; Cost function; Genetic algorithms; Information technology; Production facilities; Prototypes; Roads; Routing; Transportation; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
  • Conference_Location
    Tokyo
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-5731-0
  • Type

    conf

  • DOI
    10.1109/ICSMC.1999.812478
  • Filename
    812478