• DocumentCode
    2269629
  • Title

    Real-Time Sub-Time Early Warning of Airport Scheduled Flight Delay Based on Immune Algorithm

  • Author

    Ding, Jianli ; Tong, Guansheng

  • Author_Institution
    Coll. of Comput., Civil Aviation Univ. of China, Tianjin
  • Volume
    3
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    430
  • Lastpage
    435
  • Abstract
    The paper combines the characteristics of airport flight operation and statistical data of flight delays and forms early warning grading standards of flight delays. It applies the negative selection algorithm to diagnose and forecast the state of the airport scheduled flight delay, uses the probability of flight delay in a certain period as divisory standards of mature detector and memory detector, presents the concept of the relative age in eliminating anile detectors in the process of training detectors. It uses corresponding flight data according to different time section of different date, increasing the week of flights weight coefficient on the basis of basic training flights data and improving the detecting and forecasting accuracy. The simulation experiment indicates, this method can veraciously forecast accumulative delay scheduled flight quantity in some time section, and carries on accurately early warning.
  • Keywords
    airports; alarm systems; delays; probability; airport flight operation; airport scheduled flight delays; anile detectors; early warning grading standards; immune algorithm; mature detector; memory detector; real-time sub-time early warning; training detectors; week of flights weight coefficient; Airports; Application software; Delay effects; Detectors; Educational institutions; Information technology; Predictive models; Processor scheduling; Scheduling algorithm; Time measurement; early warning rank; immune algorithm; scheduled flight delay; sub-time early warning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-0-7695-3497-8
  • Type

    conf

  • DOI
    10.1109/IITA.2008.363
  • Filename
    4740033