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Stochastic multi-criteria decision-making: an overview to methods and applications
Beni-Suef University Journal of Basic and Applied Sciences Pub Date : 2019-08-14 , DOI: 10.1186/s43088-019-0005-0
Erkan Celik , Muhammet Gul , Melih Yucesan , Suleyman Mete

The alternatives selection problem with multi-criteria in stochastic form variables is called as stochastic multi-criteria decision-making. The stochasticity of the criteria is considered using stochastic dominance, prospect theory, and regret theory. In this paper, a total 61 papers are reviewed and analyzed based on method(s) used in stochastic multi-criteria decision-making problem, method used in stochasticity, specific objective, application area, and so on classification. All papers with respect to classification aspects are examined their real or empirical applications. Moreover, the studies are statistically investigated to present the latest trends of stochastic multi-criteria decision-making. This detailed review study ensures a comprehension for researchers on stochastic multi-criteria decision-making in respect of showing up-to-date literature and potential research areas to be concentrated in the future. It is observed that the stochastic multi-criteria decision-making problem has an attractive approach by researchers.

中文翻译:

随机多标准决策:方法和应用概述

具有随机形式变量的多准则的备选方案选择问题称为随机多准则决策。使用随机优势、前景理论和后悔理论来考虑标准的随机性。本文从随机多准则决策问题中使用的方法、随机性中使用的方法、具体目标、应用领域等方面对61篇论文进行了综述和分析。所有关于分类方面的论文都检查了它们的实际或经验应用。此外,对这些研究进行了统计调查,以展示随机多标准决策的最新趋势。这项详细的审查研究确保了研究人员在展示最新文献和未来可能集中的研究领域方面对随机多标准决策的理解。据观察,随机多标准决策问题对研究人员具有吸引力。
更新日期:2019-08-14
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