• DocumentCode
    61069
  • Title

    An Integrated Framework for Risk Response Planning Under Resource Constraints in Large Engineering Projects

  • Author

    Chao Fang ; Marle, Franck ; Min Xie ; Zio, Enrico

  • Author_Institution
    Sch. of Econ. & Manage., Wuhan Univ., Wuhan, China
  • Volume
    60
  • Issue
    3
  • fYear
    2013
  • fDate
    Aug. 2013
  • Firstpage
    627
  • Lastpage
    639
  • Abstract
    Engineering project managers often face a challenge to allocate tight resources for managing interdependent risks. In this paper, a quantitative framework of analysis for supporting decision making in project risk response planning is developed and studied. The design structure matrix representation is used to capture risk interactions and build a risk propagation model for predicting the global mitigation effects of risk response actions. For exemplification, a genetic algorithm is used as a tool for choosing response actions and allocating budget reserves. An application to a real transportation construction project is also presented. Comparison with a sequential forward selection greedy algorithm shows the superiority of the genetic algorithm search for optimal solutions, and its flexibility for balancing mitigation effects and required budget.
  • Keywords
    budgeting; construction industry; decision making; genetic algorithms; greedy algorithms; planning; project management; resource allocation; risk management; transportation; budget reserve allocation; decision making; design structure matrix representation; engineering project managers; genetic algorithm search; global mitigation effects; interdependent risk management; optimal solutions; project risk response planning; quantitative framework; resource allocation; resource constraints; risk interactions; risk propagation model; risk response actions; sequential forward selection greedy algorithm; transportation construction project; Genetic algorithms; Greedy algorithms; Optimization; Planning; Project management; Risk management; Vectors; Complexity; design structure matrix (DSM); genetic algorithm (GA); project management; resource constraints; risk response planning;
  • fLanguage
    English
  • Journal_Title
    Engineering Management, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9391
  • Type

    jour

  • DOI
    10.1109/TEM.2013.2242078
  • Filename
    6464558