Stochastic multi-criteria decision-making: an overview to methods and applications

被引:13
|
作者
Celik, Erkan [1 ]
Gul, Muhammet [1 ]
Yucesan, Melih [2 ]
Mete, Suleyman [3 ]
机构
[1] Munzur Univ, Dept Ind Engn, TR-62000 Tunceli, Turkey
[2] Munzur Univ, Dept Mech Engn, TR-62000 Tunceli, Turkey
[3] Gaziantep Univ, Dept Ind Engn, TR-27310 Gaziantep, Turkey
关键词
Stochastic decision-making; Probability; Stochastic dominance; Regret theory; Prospect theory; ANALYTIC HIERARCHY PROCESS; PROSPECT-THEORY; ROUGH APPROXIMATION; PREFERENCE-RELATION; REGRET THEORY; DOMINANCE; MODEL; UNCERTAINTY; PROMETHEE; AHP;
D O I
10.1186/s43088-019-0005-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
BackgroundThe 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.Main textIn 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.ConclusionsThis 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.
引用
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页数:11
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