Tong Xiayu, Wang Zhou-Jing
School of Management, Zhejiang University of Finance & Economics, Hangzhou 310018, China.
School of Information, Zhejiang University of Finance & Economics, Hangzhou 310018, China.
Int J Environ Res Public Health. 2016 Sep 19;13(9):923. doi: 10.3390/ijerph13090923.
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.
本文提出了一种具有直觉偏好关系的群体决策框架。首先设计了一种方法来修正不一致的直觉偏好关系,以得到加性一致的直觉偏好关系。提出了一种新的集结算子,即诱导直觉有序加权平均(IIOWA)算子,用于集结个体直觉模糊判断。以原始直觉偏好关系和修正后的直觉偏好关系之间的平均绝对偏差作为序诱导变量,将修正后的一致直觉偏好关系集结为群体偏好关系。这种处理方式可能能够根据不同决策者判断的质量(从其原始判断的一致性角度)为其判断赋予不同权重。然后开发了一种求解程序,用于处理具有直觉偏好关系的群体决策问题。通过一个低碳供应商选择案例研究来说明如何在实际中应用所提出的决策模型。