• DocumentCode
    3263823
  • Title

    A Multi-objective Model of Information System Outsourcing Decision for Suppliers Selection

  • Author

    Ping, Cao ; Chen Fuji ; Jian, Zhang

  • Author_Institution
    Public Adm. Sch., Fuzhou Univ., Fuzhou, China
  • Volume
    2
  • fYear
    2009
  • fDate
    6-7 June 2009
  • Firstpage
    242
  • Lastpage
    245
  • Abstract
    Supplier selection is a critical issue in information systems(IS) outsourcing decision, and it is a difficult problem which includes both tangible and intangible factors. Besides cost and benefit analysis, some intangible factors such as risk also need to be considered. In this paper, a multi-objective programming model is proposed to help outsourcers to select IS providers. This model considers cost and risk factor simultaneously in distribution of modules among candidate suppliers to minimize the total cost and failure rate. Then according to the difficulty of solving of this complicated nonlinear integer programming model, a modified hybrid algorithm is proposed to obtain the most preferred non-dominated solution. This algorithm is a hybrid algorithm combining genetic algorithm and particle swarm algorithm. Finally, a numerical example shows the effectiveness and feasibility of the model, and proved the convergence of the hybrid algorithm.
  • Keywords
    decision support systems; genetic algorithms; information systems; linear programming; nonlinear programming; outsourcing; particle swarm optimisation; cost and benefit analysis; genetic algorithm; hybrid algorithm; information system outsourcing decision; multiobjective programming model; nonlinear integer programming model; particle swarm algorithm; suppliers selection; Algorithm design and analysis; Companies; Computational intelligence; Costs; Genetic algorithms; Information systems; Linear programming; Outsourcing; Particle swarm optimization; Risk analysis; Genetic Algorithm; Information system Outsourcing; Multi-objective optimization model; Particle swarm Optimization; Supplier selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3645-3
  • Type

    conf

  • DOI
    10.1109/CINC.2009.75
  • Filename
    5230991