• DocumentCode
    2911461
  • Title

    Single and multiobjective optimization of the train staff planning problem using genetic algorithms

  • Author

    Domberger, R. ; Frey, Lukas ; Hanne, Thomas

  • Author_Institution
    Inst. for Inf. Syst., Univ. of Appl. Sci. Northwestern Switzerland, Basel
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    970
  • Lastpage
    977
  • Abstract
    We consider the problem of assigning train drivers to scheduled trains services, a combinatorial optimization problem which involves various hard and soft constraints. The problem is formulated as a single and a multiobjective optimization problem. A genetic algorithm is designed for solving it. As the problem is a real-life problem, various issues of application and utilization within a railway planning suite are discussed as well.
  • Keywords
    combinatorial mathematics; genetic algorithms; railways; scheduling; combinatorial optimization problem; genetic algorithms; multiobjective optimization; single optimization; train driver assignment; train staff planning problem; Evolutionary computation; Genetic algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-1822-0
  • Electronic_ISBN
    978-1-4244-1823-7
  • Type

    conf

  • DOI
    10.1109/CEC.2008.4630914
  • Filename
    4630914
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2911461