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基于 OWA 距离的低碳供应链绿色供应商评价与选择的单值 Neutrosophic 语言 TOPSIS 方法。

An OWA Distance-Based, Single-Valued Neutrosophic Linguistic TOPSIS Approach for Green Supplier Evaluation and Selection in Low-Carbon Supply Chains.

机构信息

College of Statistics and Mathematics, Zhejiang Gongshang University, Hangzhou 310018, China.

School of Business, Ningbo University, Ningbo 315211, China.

出版信息

Int J Environ Res Public Health. 2018 Jul 8;15(7):1439. doi: 10.3390/ijerph15071439.

Abstract

This paper presents a technique based on the ordered weighted averaging (OWA) distance for the single-valued neutrosophic linguistic (SVNL) technique for order preference by similarity to an ideal solution (TOPSIS). First, the inadequacies of the existing SVNL TOPSIS are analyzed in detail. Second, a SVNL OWA distance (SVNLOWAD) measure is presented, and based on this, a modified TOPSIS, termed the SVNLOWAD-TOPSIS, is developed for multiple attribute decision-making problems with SVNL information. Third, a revised relative coefficient is proposed to rank potential alternatives. Finally, a numerical example concerning green supplier selection in low-carbon supply chains is introduced to demonstrate the effectiveness of the model.

摘要

本文提出了一种基于有序加权平均(OWA)距离的单值 neutrosophic 语言(SVNL)技术,用于相似度偏好的顺序偏好接近理想解(TOPSIS)。首先,详细分析了现有 SVNL TOPSIS 的不足。其次,提出了一种 SVNL OWA 距离(SVNLOWAD)度量,并在此基础上,为具有 SVNL 信息的多属性决策问题开发了一种改进的 TOPSIS,称为 SVNLOWAD-TOPSIS。第三,提出了一个修正的相对系数来对潜在的替代方案进行排序。最后,引入了一个低碳供应链中绿色供应商选择的数值示例,以验证模型的有效性。

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