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An interactive approach to multiple criteria optimization with multiple decision‐makers

Author

Listed:
  • Pekka Korhonen
  • Herbert Moskowitz
  • Jyrki Wallenius
  • Stanley Zionts

Abstract

In this article we propose a formal man‐machine interactive approach to multiple criteria optimization with multiple decision makers. The approach is based on some of our earlier research findings in multiple criteria decision making. A discrete decision space is assumed. The same framework may readily be used for multiple criteria mathematical programming problems. To test the approach two experiments were conducted using undergraduate Business School students as subjects in Finland and in the United States. The context was, respectively, a high‐level Finnish labor‐management problem and the management‐union collective bargaining game developed at the Krannert Graduate School of Management, Purdue University. The results of the experiments indicate that our approach is a potentially useful decision aid for group decision‐making and bargaining problems.

Suggested Citation

  • Pekka Korhonen & Herbert Moskowitz & Jyrki Wallenius & Stanley Zionts, 1986. "An interactive approach to multiple criteria optimization with multiple decision‐makers," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 33(4), pages 589-602, November.
  • Handle: RePEc:wly:navlog:v:33:y:1986:i:4:p:589-602
    DOI: 10.1002/nav.3800330405
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    Cited by:

    1. Gregory E. Kersten & Wojtek Michalowski & David Cray & Ian Lee, 1991. "An analytic basis for decision support in negotiations," Naval Research Logistics (NRL), John Wiley & Sons, vol. 38(5), pages 743-761, October.
    2. Wan S. Shin & Jung J. Lee, 1992. "A multi‐run interactive method for bicriterion optimization problems," Naval Research Logistics (NRL), John Wiley & Sons, vol. 39(1), pages 115-135, February.
    3. Rafael Lazimy, 2013. "Interactive Polyhedral Outer Approximation (IPOA) strategy for general multiobjective optimization problems," Annals of Operations Research, Springer, vol. 210(1), pages 73-99, November.
    4. M. Hinojosa & A. Mármol & L. Monroy, 2005. "Generalized Maximin Solutions in Multicriteria Bargaining," Annals of Operations Research, Springer, vol. 137(1), pages 243-255, July.

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