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

✍ Scribed by Belaid Aouni; Amal Hassaine; Jean-Marc Martel

Publisher
John Wiley and Sons
Year
2010
Tongue
English
Weight
201 KB
Volume
16
Category
Article
ISSN
1057-9214

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✦ Synopsis

Abstract

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.

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We propose a new approach for modelling preference structures in multi-objective decision-making (MODM) problems. The basic idea of the approach is to first develop PROMETHEE-influenced objective functions and then to use these to reformulate the problem as a distance-based goal±programming (GP) mod