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A data envelopment approach to decision analysis

Author

Listed:
  • P P Sutton

    (University of Bath)

  • R H Green

    (University of Bath
    University of South Australia)

Abstract

A decision aid to assist the development of a linear valuation function for multiple attribute problems is proposed, based on a linear programming formulation using a constraint set structured in a similar manner to data envelopment analysis (DEA). Value functions which favour each decision option are calculated, and efficient, potentially optimal, options identified. These are used to help a decision maker progressively to articulate preferences, indicators of his/her values, in an interactive, structurally flexible manner. As preference indications are provided, candidate value functions and hitherto efficient options inconsistent with his/her declarations are eliminated, thus proceeding towards an explicit value function and, if needed a corresponding complete option order.

Suggested Citation

  • P P Sutton & R H Green, 2002. "A data envelopment approach to decision analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(11), pages 1215-1224, November.
    • Handle: RePEc:pal:jorsoc:v:53:y:2002:i:11:d:10.1057_palgrave.jors.2601399
    DOI: 10.1057/palgrave.jors.2601399
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    Cited by:

    1. P P Sutton & R H Green, 2007. "Choice is a value statement. On inferring optimal multiple attribute portfolios from non-optimal nominations," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(11), pages 1526-1533, November.

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