Incorporating the Decision-maker's Preferences in the Goal-programming Model
作者:
MarcJean,
AouniBelaïd,
期刊:
Journal of the Operational Research Society
(Taylor Available online 1990)
卷期:
Volume 41,
issue 12
页码: 1121-1132
ISSN:0160-5682
年代: 1990
DOI:10.1057/jors.1990.179
出版商: Taylor&Francis
关键词: Conflicting Objectives;Decision-Maker's Preferences;Generalized Criterion;Goal Programming
数据来源: Taylor
摘要:
AbstractMany algorithms have been developed for multiple-criteria decision-making problems. Goal programming (GP) is one of these algorithms. This model is a special extension of linear programming. Usually, it is not easy for the decision-maker to choose his aspiration levelsa priori. Moreover, the incommensurability of the measurement units of the various objectives creates an aggregation problem. However, in the standard GP formulation, the decision-maker is not required to arbitrate among conflicting objectives. To deal with these difficulties, we explicitly introduce the structure of the decision-maker's preferences into the GP model in order to evaluate the impact of deviations from the decision-maker's aspirations levels. Easily and naturally, the idea of a generalized criterion, as introduced in the Promethee outranking method, will be used to build this structure of preferences.
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