Robustness Analysis for a Multicriterion Decision-Aid Process

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Authors
  1. Martel, J.-M.
  2. Bélanger, M.
  3. Guitouni, A.
Corporate Authors
Defence R&D Canada - Valcartier, Valcartier QUE (CAN);Laval Univ, Quebec QUE (CAN)
Abstract
This report presents a robustness analysis procedure that was developed for a decision support system based on a multicriterion outranking approach. This work is based on the assumption that any model is a limited representation of reality and that it is impossible to derive exact models of the situation. Therefore, the decision analysis procedure must help identify the best results despite imperfections in the models. In particular, the robustness analysis procedure should produce a ranking of best compromise by considering all plausible values based on the model of the decision-maker’s preferences. In this report we propose a definition of the robustness concept within the military decision-making context. We then describe the proposed robustness analysis procedure.

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Report Number
DRDC-VALCARTIER-TR-2004-379 — Technical Report
Date of publication
01 Apr 2006
Number of Pages
50
DSTKIM No
CA027160
CANDIS No
525198
Format(s):
CD ROM

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