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

被引:33
作者
Chen, Ji [1 ]
Zeng, Shouzhen [2 ]
Zhang, Chonghui [1 ]
机构
[1] Zhejiang Gongshang Univ, Coll Stat & Math, Hangzhou 310018, Zhejiang, Peoples R China
[2] Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
single-valued neutrosophic linguistic set; OWA operator; TOPSIS; multiple attribute decision-making; green supplier selection; GROUP DECISION-MAKING; AGGREGATION OPERATORS; AVERAGING OPERATOR; WASPAS METHOD; FUZZY; CRITERIA; MATRIX;
D O I
10.3390/ijerph15071439
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 68 条
[1]   A New Family of Induced OWA Operators [J].
Aggarwal, Manish .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2015, 30 (02) :170-205
[2]   A customer based supplier selection process that combines quality function deployment, the analytic network process and a Markov chain [J].
Asadabadi, Mehdi Rajabi .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 263 (03) :1049-1062
[3]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[4]  
Biswas P., 2014, Neutrosophic Sets and Systems, V2, P102, DOI DOI 10.5281/ZENODO.571363
[5]   TOPSIS method for multi-attribute group decision-making under single-valued neutrosophic environment [J].
Biswas, Pranab ;
Pramanik, Surapati ;
Giri, Bibhas C. .
NEURAL COMPUTING & APPLICATIONS, 2016, 27 (03) :727-737
[6]   The LTOPSIS: An alternative to TOPSIS decision-making approach for linguistic variables [J].
Cables, Elio ;
Socorro Garcia-Cascales, M. ;
Teresa Lamata, M. .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (02) :2119-2126
[7]   The interval-valued fuzzy TOPSIS method and experimental analysis [J].
Chen, Ting-Yu ;
Tsao, Chueh-Yung .
FUZZY SETS AND SYSTEMS, 2008, 159 (11) :1410-1428
[8]   The inclusion-based TOPSIS method with interval-valued intuitionistic fuzzy sets for multiple criteria group decision making [J].
Chen, Ting-Yu .
APPLIED SOFT COMPUTING, 2015, 26 :57-73
[9]   Green supplier selection and order allocation in a low-carbon paper industry: integrated multi-criteria heterogeneous decision-making and multi-objective linear programming approaches [J].
Govindan, Kannan ;
Sivakumar, R. .
ANNALS OF OPERATIONS RESEARCH, 2016, 238 (1-2) :243-276
[10]   Linguistic decision analysis: steps for solving decision problems under linguistic information [J].
Herrera, F ;
Herrera-Viedma, E .
FUZZY SETS AND SYSTEMS, 2000, 115 (01) :67-82