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CODAS Method for Multiple Attribute Group Decision Making Under 2-Tuple Linguistic Neutrosophic Environment
Volume 31, Issue 1 (2020), pp. 161–184
Pub. online: 23 March 2020      Type: Research Article      Open accessOpen Access
Received
1 March 2019
Accepted
1 November 2019
Published
23 March 2020

Abstract

In this paper, we present the 2-tuple linguistic neutrosophic CODAS model based on the traditional fuzzy CODAS (combinative distance-based assessment) model and some fundamental theories of 2-tuple linguistic neutrosophic information. Firstly, we briefly review the definition of 2-tuple linguistic neutrosophic sets (2TLNSs) and introduce the score function, the accuracy function, operation laws and some aggregation operators of 2TLNNs. Then, the calculation steps of traditional fuzzy CODAS model are briefly presented. Furthermore, by combining the traditional fuzzy CODAS model with 2TLNNs information, the 2-tuple linguistic neutrosophic CODAS model is established and the computing steps for multiple attribute group decision making (MAGDM) are simply depicted. Our presented model is more accurate and effective for considering the combinative form of two distance measurements, including fuzzy weighted Hamming distance (HD) and fuzzy weighted Euclidean distance (ED). Finally, a numerical example for safety assessment of construction project has been given to illustrate this new model and some comparisons between 2TLNNs CODAS model and two 2TLNNs aggregation operators are also made to further illustrate the advantages of the new method.

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Biographies

Wang Ping

P. Wang is a current master student at Institute of Technology at Sichuan Normal University, Chengdu, 610101, PR China.

Wang Jie

J. Wang is a current master student at School of Business at Sichuan Normal University, Chengdu, 610101, PR China.

Wei Guiwu

G. Wei has an MSc and a PhD degree in applied mathematics from SouthWest Petroleum University, business administration from school of Economics and Management at SouthWest Jiaotong University, China, respectively. From May 2010 to April 2012, he was a Postdoctoral Researcher with the School of Economics and Management, Tsinghua University, Beijing, China. He is a professor in the School of Business at Sichuan Normal University. He has published more than 100 papers in journals, books and conference proceedings including journals such as Omega, Decision Support Systems, Expert Systems with Applications, Applied Soft Computing, Knowledge and Information Systems, Computers & Industrial Engineering, Knowledge-Based Systems, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, International Journal of Computational Intelligence Systems and Information: An International Interdisciplinary Journal. He has published 1 book. He has participated in several scientific committees and serves as a reviewer in a wide range of journals including Computers & Industrial Engineering, International Journal of Information Technology and Decision Making, Knowledge-Based Systems, Information Sciences, International Journal of Computational Intelligence Systems and European Journal of Operational Research. He is currently interested in aggregation operators, decision making and computing with words.

Wu Jiang

J. Wu has a PhD degree in management science and engineering from Southwest Jiaotong University, China. He is a professor in the School of Statistics at Southwestern University of Finance and Economics, Chengdu, 611130, PR China.

Wei Cun

C. Wei has an MSc degree in applied mathematics from SouthWest Petroleum University. Now, he is a PhD student with School of Statistics, Southwestern University of Finance and Economics, Chengdu, 611130, PR China. He has published more than 10 papers in journals, such as International Journal of Intelligent Systems, Journal of Intelligent and Fuzzy Systems, IEEE Access, Mathematics, Information. He is currently interested in aggregation operators, decision making and computing with words.

Wei Yu
weiyusy@126.com

Y. Wei has an MSc and a PhD degree in management science and engineering from Southwest Jiaotong University, China. He is a professor in the School of Finance at Yunnan University of Finance and Economics. He has published more than 120 papers in journals, books and conference proceedings including journals such as Journal of Forecasting, Journal of Banking & Finance, Empirical Economics, Energy Economics, Economic Modelling, Applied Economics Letters, International Review of Economics & Finance. He has published two book (in Chinese). He has participated in several scientific committees and serves as a reviewer in a wide range of journals including Energy Economics, Journal of Forecasting, Emerging Market Finance and Trade, Physica A. He is currently interested in volatility modelling and forecasting in financial and energy markets, density forecasting and decision making in financial markets.


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© 2020 Vilnius University
Open access article under the CC BY license.

Keywords
multiple attribute group decision making (MAGDM) problems 2-tuple linguistic neutrosophic sets (2TLNSs) CODAS model 2-tuple linguistic neutrosophic number weighted average (2TLNNWA) operators 2-tuple linguistic neutrosophic number weighted geometric (2TLNNWG) operators 2TLNNs CODAS model construction project

Funding
This paper is supported by the Natural Science Foundation of China (No. 71571128).

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