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  • Discriminant Function  (1)
  • multi-commodity network flow  (1)
  • Springer  (2)
  • American Institute of Physics
  • 1
    Electronic Resource
    Electronic Resource
    Springer
    Journal of productivity analysis 6 (1995), S. 171-186 
    ISSN: 1573-0441
    Keywords: Data Envelopment Analysis (DEA) ; Frontier Estimation ; Goal Programming (GP) ; Discriminant Function
    Source: Springer Online Journal Archives 1860-2000
    Topics: Economics
    Notes: Abstract This paper describes a new frontier estimation procedure which relies on results obtained from Data Envelopment Analysis (DEA). The paper reviews some of the earlier works in this area and points out potential difficulties with them. It further suggests ways to validate such developments. A procedure is constructed on the basis of a Goal Programming (GP)-Discriminant Function model developed in stages during the 1980s. A numerical example is used to illustrate the proposed procedure. Then, an extensive simulation in which the GP-based procedure is compared to three regression-based techniques is presented. The simulation results clearly indicate the superiority of the proposed technique over the regression alternatives.
    Type of Medium: Electronic Resource
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  • 2
    Electronic Resource
    Electronic Resource
    Springer
    Journal of combinatorial optimization 1 (1997), S. 305-321 
    ISSN: 1573-2886
    Keywords: Real-time decision support ; crew management ; multi-commodity network flow ; heuristics
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: Abstract Airline irregular operations have long been a realm where human experience and judgement are the most important tools to utilize. Crew management during irregular operations is usually the bottleneck of the whole system-recovering process due to complicated crew schedules and restrictive crew legalities as well as the size and scope of the hub-and-spoke networks adopted by major carriers. A system-wide multi-commodity integer network flow model and a heuristic search algorithm for the above purpose are presented and discussed in this paper. The computational experiences show that the algorithm is efficient enough to solve problems of realistic size and also has the flexibility to accommodate practical business requirements.
    Type of Medium: Electronic Resource
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