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The stochastic goal programming model: Theory and applications

Belaid Aouni, Fouad Ben Abdelaziz and Davide La Torre
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Fouad Ben Abdelaziz: Pôle de Recherche - Rouen Business School - Rouen Business School

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Abstract: Supported by a network of researchers and practitioners, the goal programming (GP) model is alive today more than ever and is continually fed with theoretical developments and new applications with resounding success. The standard formulation of the GP model was introduced in the earliest of 1960s, and since then, important extensions and numerous applications have been proposed. One of these variants is the stochastic GP model that deals with the uncertainty of some decision-making situations by using stochastic calculus. In such a situation, the decision maker is not able to assess with certainty the different parameters. However, he or she can provide some information regarding the likelihood of occurrence of the decision-making parameter values. The aim of this paper is to highlight the main methodological developments of the stochastic GP model and to present an overview of its applications in several domains.

Keywords: stochastic goal programming; stochastic multi-objective programming; deterministic equivalent formulations (search for similar items in EconPapers)
Date: 2012-09
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Citations: View citations in EconPapers (17)

Published in Journal of Multi-Criteria Decision Analysis, 2012, Vol. 19 (n° 5-6), p. 185-200. ⟨10.1002/mcda.1466⟩

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Persistent link: https://EconPapers.repec.org/RePEc:hal:journl:hal-00778729

DOI: 10.1002/mcda.1466

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