IDEAS home Printed from https://ideas.repec.org/a/pal/jorsoc/v65y2014i7p1001-1016.html
   My bibliography  Save this article

A combined approach for fuzzy multi-objective multiple knapsack problems for defence project selection

Author

Listed:
  • B B Bakirli

    (Department of Operations Research, Turkish Air Force HQ Operations Division, Ankara, Turkey)

  • C Gencer

    (Department of Industrial Engineering, Faculty of Engineering, Gazi University, Ankara, Turkey)

  • E K Aydoğan

    (Department of Industrial Engineering, Faculty of Engineering, Erciyes University, Kayseri, Turkey)

Abstract

In this study, a model representing military requirements as scenarios and capabilities is offered. Pair-wise comparisons of scenarios are made according to occurrence probabilities by using the Analytical Hierarchy Process (AHP). The weights calculated from AHP are used as the starting weights in a Quality Function Deployment (QFD) matrix. QFD is used to transfer war fighter requirements into the benefit values of projects. Two levels of QFD matrices are used to evaluate new capability areas versus capabilities and capabilities versus projects. The benefit values of the projects are used in a multi-objective problem (multi-objective multiple knapsack problem) that considers the project benefit, implementation risks and environmental impact as multiple objectives. Implementation risk and environmental impact values are also calculated using the same combined AHP and QFD methodology. Finally, the results of the fuzzy multi-objective goal programming suggest a list of projects that offers optimal benefit when carried out within multiple budgets.

Suggested Citation

  • B B Bakirli & C Gencer & E K Aydoğan, 2014. "A combined approach for fuzzy multi-objective multiple knapsack problems for defence project selection," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(7), pages 1001-1016, July.
    • Handle: RePEc:pal:jorsoc:v:65:y:2014:i:7:p:1001-1016
    as

    Download full text from publisher

    File URL: http://www.palgrave-journals.com/jors/journal/v65/n7/pdf/jors201336a.pdf
    File Function: Link to full text PDF
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: http://www.palgrave-journals.com/jors/journal/v65/n7/full/jors201336a.html
    File Function: Link to full text HTML
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xu, Wangtu & Lin, Weihua, 2016. "Selecting the public transit projects with PCA-DP technique: The example of Xiamen City," Transport Policy, Elsevier, vol. 46(C), pages 56-71.
    2. Jones, Dylan & Labib, Ashraf & Willis, Kevin & Costello, Joseph T & Ouelhadj, Djamila & Ikonen, Emmi Susanna & Dominguez Cainzos, Mikel, 2023. "Multi-criteria mapping and prioritization of Arctic and North Atlantic maritime safety and security needs," European Journal of Operational Research, Elsevier, vol. 307(2), pages 827-841.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:jorsoc:v:65:y:2014:i:7:p:1001-1016. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.