• DocumentCode
    542065
  • Title

    Application of Simulated Annealing Algorithm in Airline Fleet Assignment Problem

  • Author

    Wang, Yu ; Sun, Hong

  • Author_Institution
    Air-Transp. Manage. Sch., Civil Aviation Flight Univ. of China, Guanghan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    13-14 Oct. 2010
  • Firstpage
    364
  • Lastpage
    367
  • Abstract
    Airline fleet assignment problem, which means assigning right aircraft types to proper flights to make airlines´ profit maximum, is an important part in airline production schedule and organization. Though analyzing the characteristic of chinese single hub and spoke network, we compose flight pairings by connecting the time and space associated flights. Then, according to the departure and complete time of flight pairings, the time sequence network is constructed, in which the fleet assignment is transfered to the network flow model. Finally, the direct path decomposition is used to design simulated annealing algorithm for fleet assignment. The simulations indicate the proposed algorithm´s average CPU time is 04.18 seconds and the total assigning profit is stable for the scale of 40 flight parings daily, 7 airplane types and 22 airplanes. The result shows this idea is effective.
  • Keywords
    aircraft; simulated annealing; transportation; airline fleet assignment problem; airline production organization; airline production schedule; flight pairings; network flow model; simulated annealing algorithm; time sequence network; Airplanes; Airports; Algorithm design and analysis; Atmospheric modeling; Computational modeling; Simulated annealing; airline fleet assignment; flight connection; network flow model; simulated annealing; time squence network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4244-8333-4
  • Type

    conf

  • DOI
    10.1109/ISDEA.2010.267
  • Filename
    5743198