Identification and classification of digital green innovation based on interaction Maclaurin symmetric mean operators by using T-spherical fuzzy information

Frontiers in Environmental Science

Environmental Science

Shi Yin¹  Muhammad Naeem²  Kifayat Ullah³  Maria Akram³  Areeba Naseem³  Xiaona Hou⁴ 

[1] College of Economics and Management, Hebei Agricultural University, Baoding, China;Department of Mathematics, College of Mathematical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia;Department of Mathematics, Riphah International University (Lahore Campus), Lahore, Pakistan;School of Accounting, Hebei Finance University, Baoding, China;

关键词: T-spherical fuzzy set;    Maclaurin symmetric mean;    interactive Maclaurin symmetric mean operators;    digital green innovation;    decision-making;   

DOI  :  10.3389/fenvs.2023.1164703

 received in 2023-02-13, accepted in 2023-07-03,  发布年份 2023

来源: Frontiers

【 摘 要 】

The digital green concept refers to the devotion to digital technology, i.e., techniques of procedures in the area of ecological or sustainable conservation. It contains leveraging digital techniques, procedures, and new tools to evaluate environmental problems and promote sustainable development. The major influence of this article is to evaluate the selection of the best digital green technology. For this, we aim to propose the idea of Maclaurin symmetric mean (MSM) operators based on interaction operational laws for T-spherical fuzzy (TSF) information, such as TSF interaction weighted averaging (TSFIWA), generalized TSF interaction weighted averaging (GTSFIWA), TSF interaction weighted geometric averaging (TSFIWGA), TSF interaction MSM (TSFIMSM), TSF interaction Bonferroni mean (TSFIBM), and TSF interaction weighted Maclaurin symmetric mean (TSFIWMSM) operators. Some dominant and reliable properties are also invented for evaluation. Moreover, to address the best digital green innovation (DGI) among the top five DGIs, we illustrate the procedure of the multi-attribute decision-making (MADM) technique under the presence of the derived operators. Finally, we demonstrate a numerical example for evaluating the comparative study between the proposed and existing or prevailing operators to enhance the worth of the derived theory.

【 授权许可】

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Copyright © 2023 Hou, Naseem, Ullah, Naeem, Akram and Yin.