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A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection

机译:具有直觉偏好关系的群体决策框架及其在低碳供应商选择中的应用

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摘要

This article develops a group decision framework with intuitionistic preference relations. An approach is first devised to rectify an inconsistent intuitionistic preference relation to derive an additive consistent one. A new aggregation operator, the so-called induced intuitionistic ordered weighted averaging (IIOWA) operator, is proposed to aggregate individual intuitionistic fuzzy judgments. By using the mean absolute deviation between the original and rectified intuitionistic preference relations as an order inducing variable, the rectified consistent intuitionistic preference relations are aggregated into a collective preference relation. This treatment is presumably able to assign different weights to different decision-makers’ judgments based on the quality of their inputs (in terms of consistency of their original judgments). A solution procedure is then developed for tackling group decision problems with intuitionistic preference relations. A low carbon supplier selection case study is developed to illustrate how to apply the proposed decision model in practice.
机译:本文开发了具有直觉偏好关系的群体决策框架。首先设计一种方法来纠正不一致的直觉偏好关系,以得出相加的相加关系。提出了一种新的聚合算子,即所谓的直觉有序加权平均(IIOWA)算子,以聚合各个直觉的模糊判断。通过将原始直觉偏好与矫正直觉偏好关系之间的平均绝对偏差作为顺序诱导变量,将矫正一致的直觉偏好关系聚合为一个集体偏好关系。据推测,这种处理方式可以根据决策者的输入质量(根据其原始判断的一致性)为不同的决策者的判断分配不同的权重。然后开发一种解决程序,以解决具有直觉偏好关系的群体决策问题。开展了低碳供应商选择案例研究,以说明如何在实践中应用建议的决策模型。

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