Decision-maker's preferences modelling within the goal-programming model: a new typology

Several classifications of the Multiple Objectives Programming (MOP) models have been proposed in the literature. In general, these classifications are based on the timing of introducing the decision‐maker's (DM) preferences and the type of the required information about the parameters of the d...

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Bibliographic Details
Published in:Journal of multi-criteria decision analysis 2009-09, Vol.16 (5-6), p.163-178
Main Authors: Aouni, Belaid, Hassaine, Amal, Martel, Jean-Marc
Format: Article
Language:English
Subjects:
decision-maker's preferences
goal programming
multi-objective programming
typology
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Summary:Several classifications of the Multiple Objectives Programming (MOP) models have been proposed in the literature. In general, these classifications are based on the timing of introducing the decision‐maker's (DM) preferences and the type of the required information about the parameters of the decision‐making situation. The DM's preference information can take different forms such as: weights, priority levels, thresholds or trade‐offs among the objectives. The Goal Programming (GP) is one of the well‐known MOP models. The different GP formulations deal differently with the DM's preferences. The aim of this paper is to propose a new typology of the GP variants based on the way that the DM's preferences are considered. Copyright © 2010 John Wiley & Sons, Ltd.
ISSN:1057-9214
1099-1360
DOI:10.1002/mcda.447